Big Data, Genes, and Medicine
Michael Frimpong
3/30/2022
The purpose of this course is to enhance my knowledge in big data analysis and to learn techniques for differential gene expression. Some techniques learnt from taking this course include - Querying cbioportal to understand gene mutation and variations - Missing data handling and imputation - Downloading cancer datasets from TCGA - Data manipulation and shaping - Feature selection - Clustering, classification and pathway analysis - Gene alteration analysis
Loading Packages
#install.packages("funModeling")library(RWeka)## Warning: package 'RWeka' was built under R version 4.1.3library(mice)## Warning: package 'mice' was built under R version 4.1.3##
## Attaching package: 'mice'## The following object is masked from 'package:stats':
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## filter## The following objects are masked from 'package:base':
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## cbind, rbindlibrary(Hmisc)## Loading required package: lattice## Warning: package 'lattice' was built under R version 4.1.2## Loading required package: survival## Warning: package 'survival' was built under R version 4.1.3## Loading required package: Formula## Loading required package: ggplot2##
## Attaching package: 'Hmisc'## The following objects are masked from 'package:base':
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## format.pval, unitslibrary(VIM)## Warning: package 'VIM' was built under R version 4.1.3## Loading required package: colorspace## Warning: package 'colorspace' was built under R version 4.1.3## Loading required package: grid## VIM is ready to use.## Suggestions and bug-reports can be submitted at: https://github.com/statistikat/VIM/issues##
## Attaching package: 'VIM'## The following object is masked from 'package:datasets':
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## sleeplibrary(ggplot2)
library(readr)## Warning: package 'readr' was built under R version 4.1.2library(funModeling)## Warning: package 'funModeling' was built under R version 4.1.3## funModeling v.1.9.4 :)
## Examples and tutorials at livebook.datascienceheroes.com
## / Now in Spanish: librovivodecienciadedatos.ailibrary(dplyr)## Warning: package 'dplyr' was built under R version 4.1.3##
## Attaching package: 'dplyr'## The following objects are masked from 'package:Hmisc':
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## src, summarize## The following objects are masked from 'package:stats':
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## filter, lag## The following objects are masked from 'package:base':
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## intersect, setdiff, setequal, union# cell #1
heart_c <- read_csv("E:/PersonalDevelopment/CourseraBigdata/Resources/Files/Files/home/jovyan/work/readonly/heart-ch.txt")## Rows: 597 Columns: 14
## -- Column specification --------------------------------------------------------
## Delimiter: ","
## chr (7): sex, chest_pain, restecg, exang, slope, thal, num
## dbl (6): age, trestbps, chol, thalach, oldpeak, ca
## lgl (1): fbs
##
## i Use `spec()` to retrieve the full column specification for this data.
## i Specify the column types or set `show_col_types = FALSE` to quiet this message.dataset <- read_csv("E:/PersonalDevelopment/CourseraBigdata/Resources/Files/Files/home/jovyan/work/readonly/heart-ch.txt")## Rows: 597 Columns: 14
## -- Column specification --------------------------------------------------------
## Delimiter: ","
## chr (7): sex, chest_pain, restecg, exang, slope, thal, num
## dbl (6): age, trestbps, chol, thalach, oldpeak, ca
## lgl (1): fbs
##
## i Use `spec()` to retrieve the full column specification for this data.
## i Specify the column types or set `show_col_types = FALSE` to quiet this message.class(dataset)## [1] "spec_tbl_df" "tbl_df" "tbl" "data.frame"Data Preparation
df_status(dataset, print_results = F) %>% select(variable, type, unique, q_na) %>% arrange(type)## variable type unique q_na
## 1 sex character 2 0
## 2 chest_pain character 4 0
## 3 restecg character 3 1
## 4 exang character 2 1
## 5 slope character 3 190
## 6 thal character 3 268
## 7 num character 2 0
## 8 fbs logical 2 8
## 9 age numeric 47 0
## 10 trestbps numeric 53 1
## 11 chol numeric 201 23
## 12 thalach numeric 103 1
## 13 oldpeak numeric 41 0
## 14 ca numeric 4 296# cell #2
nrow(dataset) # number of rwos## [1] 597ncol(dataset) # number of columns## [1] 14dim(dataset) # number of rows and columns## [1] 597 14head(dataset, 10) # returns the list of variables## # A tibble: 10 x 14
## age sex chest_pain trestbps chol fbs restecg thalach exang oldpeak
## <dbl> <chr> <chr> <dbl> <dbl> <lgl> <chr> <dbl> <chr> <dbl>
## 1 28 male atyp_angina 130 132 FALSE left_ven~ 185 no 0
## 2 29 male atyp_angina 120 243 FALSE normal 160 no 0
## 3 29 male atyp_angina 140 NA FALSE normal 170 no 0
## 4 30 female typ_angina 170 237 FALSE st_t_wav~ 170 no 0
## 5 31 female atyp_angina 100 219 FALSE st_t_wav~ 150 no 0
## 6 32 female atyp_angina 105 198 FALSE normal 165 no 0
## 7 32 male atyp_angina 110 225 FALSE normal 184 no 0
## 8 32 male atyp_angina 125 254 FALSE normal 155 no 0
## 9 33 male non_anginal 120 298 FALSE normal 185 no 0
## 10 34 female atyp_angina 130 161 FALSE normal 190 no 0
## # ... with 4 more variables: slope <chr>, ca <dbl>, thal <chr>, num <chr>summary(dataset) # descriptive statistics## age sex chest_pain trestbps
## Min. :28.00 Length:597 Length:597 Min. : 92.0
## 1st Qu.:44.00 Class :character Class :character 1st Qu.:120.0
## Median :52.00 Mode :character Mode :character Median :130.0
## Mean :51.15 Mean :132.1
## 3rd Qu.:58.00 3rd Qu.:140.0
## Max. :77.00 Max. :200.0
## NA's :1
## chol fbs restecg thalach
## Min. : 85.0 Mode :logical Length:597 Min. : 71.0
## 1st Qu.:210.2 FALSE:524 Class :character 1st Qu.:128.0
## Median :242.0 TRUE :65 Mode :character Median :146.0
## Mean :248.4 NA's :8 Mean :144.5
## 3rd Qu.:277.8 3rd Qu.:162.0
## Max. :603.0 Max. :202.0
## NA's :23 NA's :1
## exang oldpeak slope ca
## Length:597 Min. :0.0000 Length:597 Min. :0.0000
## Class :character 1st Qu.:0.0000 Class :character 1st Qu.:0.0000
## Mode :character Median :0.2000 Mode :character Median :0.0000
## Mean :0.8162 Mean :0.6678
## 3rd Qu.:1.5000 3rd Qu.:1.0000
## Max. :6.2000 Max. :3.0000
## NA's :296
## thal num
## Length:597 Length:597
## Class :character Class :character
## Mode :character Mode :character
##
##
##
## Dealing with missing values
The first question to answer is: do we have missing values in this dataset?
From the ‘summary’ above, we find that some variables have NAs or missing values.
In addition, from the ‘mice’ package, ‘md.pattern’ function displays a table of the number of missing values for each column, where ‘0’ represents a missing value, and ‘1’ represents a present value. Each row represents an increasing number of missing values, starting with 0 missing values, then 1, etc. (right column). The left column indicates how many rows have this number of missing values. Here for example, 297 rows have no missing values.
# cell #3
md.pattern(dataset) # (mice) displays all the missing values, NA for missing values
## age sex chest_pain oldpeak num trestbps restecg thalach exang fbs chol
## 297 1 1 1 1 1 1 1 1 1 1 1
## 14 1 1 1 1 1 1 1 1 1 1 1
## 2 1 1 1 1 1 1 1 1 1 1 1
## 85 1 1 1 1 1 1 1 1 1 1 1
## 15 1 1 1 1 1 1 1 1 1 1 1
## 1 1 1 1 1 1 1 1 1 1 1 1
## 150 1 1 1 1 1 1 1 1 1 1 1
## 5 1 1 1 1 1 1 1 1 1 1 0
## 1 1 1 1 1 1 1 1 1 1 1 0
## 1 1 1 1 1 1 1 1 1 1 1 0
## 16 1 1 1 1 1 1 1 1 1 1 0
## 1 1 1 1 1 1 1 1 1 1 0 1
## 2 1 1 1 1 1 1 1 1 1 0 1
## 1 1 1 1 1 1 1 1 1 1 0 1
## 4 1 1 1 1 1 1 1 1 1 0 1
## 1 1 1 1 1 1 1 0 1 1 1 1
## 1 1 1 1 1 1 0 1 0 0 1 1
## 0 0 0 0 0 1 1 1 1 8 23
## slope thal ca
## 297 1 1 1 0
## 14 1 1 0 1
## 2 1 0 1 1
## 85 1 0 0 2
## 15 0 1 0 2
## 1 0 0 1 2
## 150 0 0 0 3
## 5 1 0 0 3
## 1 0 1 0 3
## 1 0 0 1 3
## 16 0 0 0 4
## 1 1 1 0 2
## 2 1 0 0 3
## 1 0 1 0 3
## 4 0 0 0 4
## 1 0 0 0 4
## 1 1 0 0 5
## 190 268 296 789From the ‘VIM’ package, we can display missing data in a different way with the ‘aggr’ function. This function ranks the variables by decreasing number of missing values. The variables at the top of the list are those having the most missing values. Here at the top, we have variable ‘ca’ with almost 50% of missing values, closely followed by ‘thal’, with almost 45% of missing values.
# cell #4
mice_plot <- aggr(dataset, col=c("green","red"),
numbers=TRUE, sortVars=TRUE,
labels=names(dataset), cex.axis=.7,
gap=3, ylab=c("Missing data","Pattern")) # (VIM) display graphically missing values
##
## Variables sorted by number of missings:
## Variable Count
## ca 0.495812395
## thal 0.448911223
## slope 0.318257956
## chol 0.038525963
## fbs 0.013400335
## trestbps 0.001675042
## restecg 0.001675042
## thalach 0.001675042
## exang 0.001675042
## age 0.000000000
## sex 0.000000000
## chest_pain 0.000000000
## oldpeak 0.000000000
## num 0.000000000To deal with missing values, one main method is to impute these values, for example with the mean of the column where the missing value is located. This can be accomplished for example with the ‘impute’ function. In the example below, we are imputing ‘chol’ with its mean, and copy the results in a new variable called ‘chol_imputed’. The summary of the dataset shows that the ‘chol’ variable, which shows 23 missing values (‘NAs’) in ‘summary’, now shows no missing value in ‘chol_imputed’. We could also replace ‘chol’ by ‘chol_imputed’. We also notice that the variable mean has not changed (248.4).
# cell #5
dataset[,"chol_imputed"] <- with(dataset, impute(chol, mean)) # (Hmisc) impute with mean
summary(dataset)##
## 23 values imputed to 248.4286## age sex chest_pain trestbps
## Min. :28.00 Length:597 Length:597 Min. : 92.0
## 1st Qu.:44.00 Class :character Class :character 1st Qu.:120.0
## Median :52.00 Mode :character Mode :character Median :130.0
## Mean :51.15 Mean :132.1
## 3rd Qu.:58.00 3rd Qu.:140.0
## Max. :77.00 Max. :200.0
## NA's :1
## chol fbs restecg thalach
## Min. : 85.0 Mode :logical Length:597 Min. : 71.0
## 1st Qu.:210.2 FALSE:524 Class :character 1st Qu.:128.0
## Median :242.0 TRUE :65 Mode :character Median :146.0
## Mean :248.4 NA's :8 Mean :144.5
## 3rd Qu.:277.8 3rd Qu.:162.0
## Max. :603.0 Max. :202.0
## NA's :23 NA's :1
## exang oldpeak slope ca
## Length:597 Min. :0.0000 Length:597 Min. :0.0000
## Class :character 1st Qu.:0.0000 Class :character 1st Qu.:0.0000
## Mode :character Median :0.2000 Mode :character Median :0.0000
## Mean :0.8162 Mean :0.6678
## 3rd Qu.:1.5000 3rd Qu.:1.0000
## Max. :6.2000 Max. :3.0000
## NA's :296
## thal num chol_imputed
## Length:597 Length:597 Min. : 85.0
## Class :character Class :character 1st Qu.:211.0
## Mode :character Mode :character Median :245.0
## Mean :248.4
## 3rd Qu.:276.0
## Max. :603.0
## Normalization
Another type of data preprocessing we may perform is to normalize variables. A function ‘Normalize’ exists in ‘RWeka’ package to normalize using ZScore normalization. This function takes a formula as an argument. A formula is some kind of mathematical formula. We see below three different formulas:
- chol_imputed ~. formula to consider all numeric variables except chol_imputed
chol_imputed formula to consider only chol_imputed
~. formula to consider all numeric variables
Notice in the results that normalized variables now range between 0 and 1.
# cell #6
#dataset_n <- Normalize(chol_imputed ~., data = dataset) # (RWeka) normalizes all numeric except chol_imputed
#dataset_n <- Normalize(~ chol_imputed , data = dataset) # normalizes only chol_imputed
dataset_n <- Normalize(~. , data = dataset) # normalizes all variables
summary(dataset_n)## age sex chest_pain trestbps
## Min. :0.0000 Length:297 Length:297 Min. :0.0000
## 1st Qu.:0.3958 Class :character Class :character 1st Qu.:0.2453
## Median :0.5625 Mode :character Mode :character Median :0.3396
## Mean :0.5312 Mean :0.3553
## 3rd Qu.:0.6667 3rd Qu.:0.4340
## Max. :1.0000 Max. :1.0000
## chol fbs restecg thalach
## Min. :0.0000 Mode :logical Length:297 Min. :0.0000
## 1st Qu.:0.1941 FALSE:254 Class :character 1st Qu.:0.4733
## Median :0.2648 TRUE :43 Mode :character Median :0.6183
## Mean :0.2764 Mean :0.5984
## 3rd Qu.:0.3402 3rd Qu.:0.7252
## Max. :1.0000 Max. :1.0000
## exang oldpeak slope ca
## Length:297 Min. :0.0000 Length:297 Min. :0.0000
## Class :character 1st Qu.:0.0000 Class :character 1st Qu.:0.0000
## Mode :character Median :0.1290 Mode :character Median :0.0000
## Mean :0.1711 Mean :0.2256
## 3rd Qu.:0.2581 3rd Qu.:0.3333
## Max. :1.0000 Max. :1.0000
## thal num chol_imputed
## Length:297 Length:297 Min. :0.0000
## Class :character Class :character 1st Qu.:0.1941
## Mode :character Mode :character Median :0.2648
## Mean :0.2764
## 3rd Qu.:0.3402
## Max. :1.0000Data understanding
Data understanding is a data analytics step preceding data preprocessing. However it can also be used at any time during analysis to better understand the data. Function ‘ggplot’ below creates a scatterplot of the data in ‘dataset’ representing two numeric variables: ‘chol’ as a function of ‘age’ and using two different colors for ‘num’. The plot shows more narrowing of arteries in older ages.
# cell #9
ggplot(dataset,aes(x=age,y=chol, color=num)) + geom_point(size = 4) # scatterplot (age, chol)## Warning: Removed 23 rows containing missing values (geom_point).
# cell #10
ggplot(dataset, aes(chest_pain, fill=factor(num))) + geom_bar() # stacked histogram for categorical variable
# cell #11
ggplot(dataset, aes(x=age, fill=factor(num))) + geom_bar() # stacked histogram for numeric variable
Feature Selection
The dataset we are loading is called “BRCA.rnaseqv2illuminahiseq_rnaseqv2unc_eduLevel_3RSEM_genes_normalized__data.data.txt”.
It looks like this:
Hybridization REF TCGA.3C.AAAU.01A.11R.A41B.07 TCGA.3C.AALI.01A.11R.A41B.07 …
gene_id normalized_count normalized_count …
?|100130426 0.0000 0.0000 …
This dataset has genes as rows and patients as columns. Patient IDs refer to TCGA IDs such as TCGA.3C.AAAU.01A.11R.A41B.07, etc. The top two lines of the file are header information, and we direct ‘read.table’ to skip these two lines since we only want the gene expressions to be placed in a dataframe we call ‘mrnaNorm’. The first column of ‘mrnaNorm’ contains the list of genes measured.
`BRCARN~1` <- read.delim("E:/PersonalDevelopment/CourseraBigdata/gdac.broadinstitute.org_BRCA.Merge_rnaseqv2__illuminahiseq_rnaseqv2__unc_edu__Level_3__RSEM_genes_normalized__data.Level_3.2016012800.0.0/BRCARN~1.TXT") #Data was read by using the import dataset and this was the code generatedmrnaNorm <- read.delim("E:/PersonalDevelopment/CourseraBigdata/gdac.broadinstitute.org_BRCA.Merge_rnaseqv2__illuminahiseq_rnaseqv2__unc_edu__Level_3__RSEM_genes_normalized__data.Level_3.2016012800.0.0/BRCARN~1.TXT", header = F, fill = T, skip = 2 )
class(mrnaNorm)## [1] "data.frame"head(mrnaNorm)## V1 V2 V3 V4 V5 V6 V7 V8
## 1 ?|100130426 0.0000 0.0000 0.9066 0.0000 0.0000 0.0000 0.0000
## 2 ?|100133144 16.3644 9.2659 11.6228 12.0894 6.8468 3.9889 0.0000
## 3 ?|100134869 12.9316 17.3790 9.2294 11.0799 14.4298 13.6090 10.5949
## 4 ?|10357 52.1503 69.7553 154.2974 143.8643 84.2128 114.2572 115.9984
## 5 ?|10431 408.0760 563.8934 1360.8341 865.5358 766.3830 807.7431 1108.3945
## 6 ?|136542 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V9 V10 V11 V12 V13 V14 V15 V16
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.4644 15.3396 9.5178 10.0370 10.2517 6.0625 1.6902 3.7905
## 3 8.9958 14.3935 11.3241 4.4426 10.7401 4.3776 3.0048 2.9782
## 4 107.5628 116.3870 60.2630 153.1452 141.1933 68.5843 79.8003 63.5491
## 5 1420.5021 657.2812 977.9175 1084.3274 1219.6650 1072.8107 989.1970 878.1636
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V17 V18 V19 V20 V21 V22 V23 V24
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.6424 50.5641 6.5562 12.5818 12.5687 11.7293 0.5769 5.3011
## 3 4.9419 28.8560 7.6484 5.6992 21.4958 9.4309 1.0368 6.9810
## 4 134.8733 1119.1932 119.4760 95.0898 383.9288 190.5983 41.5532 108.0428
## 5 765.9808 1091.7113 831.1237 718.7300 669.9357 668.3692 775.7943 1049.5246
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V25 V26 V27 V28 V29 V30 V31
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.2241 1.1801 3.6258 16.6878 0.0000 4.5142 1.3076
## 3 3.4440 3.8334 11.5874 23.9972 0.5195 5.2638 4.6360
## 4 244.2064 185.5958 119.8406 232.6558 411.4041 166.4412 101.3265
## 5 3071.5768 1706.1319 1447.4328 758.0631 4388.1024 1027.5005 1759.8271
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V32 V33 V34 V35 V36 V37 V38 V39
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.4779 9.4446 0.9980 10.7672 19.7115 9.8632 10.2346 7.4676
## 3 2.8476 15.3128 2.6384 7.7650 3.8260 6.4292 4.5107 5.7526
## 4 70.5055 139.8595 113.6646 91.2602 238.3801 97.5164 96.5147 86.5958
## 5 1451.2030 1444.9649 795.5556 738.3247 1431.6372 572.7415 1263.4048 1406.3421
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V40 V41 V42 V43 V44 V45 V46 V47
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 1.4905 0.0000 7.3845 3.5615 6.0066 1.0049 9.3125
## 3 4.9047 2.6627 5.0167 5.2157 5.8939 2.9027 3.4346 6.6483
## 4 115.1087 77.7942 59.2266 73.5739 63.6091 133.4560 102.7908 109.5703
## 5 1191.8404 1250.1154 900.9197 682.3215 977.0585 1843.3683 1239.0273 1351.7495
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V48 V49 V50 V51 V52 V53 V54 V55
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.3302
## 2 7.1857 2.5659 5.3773 9.8281 12.6197 7.4762 10.1456 4.0290
## 3 5.1952 1.5527 20.9912 9.3920 4.4688 2.6412 4.0589 5.2178
## 4 92.4000 234.9835 118.4932 177.6492 88.3701 164.8202 126.8643 92.5505
## 5 830.9524 1345.5519 1575.9859 1826.2798 866.6774 807.5273 866.8324 1128.1094
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V56 V57 V58 V59 V60 V61 V62 V63
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.4684 2.1993 9.4756 7.7660 9.8895 4.3960 4.1760 8.0526
## 3 2.9878 6.1063 2.9596 3.0829 5.3422 6.4382 8.5387 3.5263
## 4 107.2489 141.1230 198.8601 110.2816 84.2537 122.1587 95.1809 134.5123
## 5 893.8307 796.6784 1255.1295 926.0703 799.1084 644.9079 1167.3612 736.4912
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V64 V65 V66 V67 V68 V69 V70 V71
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.2813 0.0000 0.0000
## 2 6.2239 0.6524 6.7911 2.6265 1.6315 5.9806 0.4387 12.3539
## 3 5.8200 4.6016 14.7969 5.5010 4.3952 11.7418 0.0000 5.6294
## 4 80.7864 153.9054 140.6623 148.8525 417.4946 77.7060 87.8814 151.5928
## 5 794.5448 987.7408 712.4040 956.4752 1021.0934 917.6299 1116.5599 840.7193
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V72 V73 V74 V75 V76 V77 V78 V79
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 6.4181 8.6466 3.1723 20.3388 7.5193 4.9341 7.2508 4.5768
## 3 2.9895 4.4593 4.3184 5.9652 6.8568 1.4104 3.3263 2.0738
## 4 143.6829 195.2648 175.3956 128.2568 119.4812 152.0595 120.5106 112.2249
## 5 825.4355 1653.3096 1128.4792 3062.8622 726.6193 1198.1454 919.4857 832.8295
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V80 V81 V82 V83 V84 V85 V86 V87
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 6.9474 1.5860 2.6025 23.8942 1.8358 8.5185 3.0155 17.4747
## 3 4.6075 2.1156 5.1276 20.7826 3.7434 5.2633 4.0798 9.3590
## 4 121.6350 79.4163 57.2574 151.7269 106.4267 64.4200 82.2670 48.8521
## 5 1048.0248 978.9294 763.9907 721.7997 1370.8820 550.9434 1045.4989 1056.0525
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V88 V89 V90 V91 V92 V93 V94 V95
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.7893 12.1946 7.6688 28.8549 15.0630 14.5507 32.0154 2.2206
## 3 7.6363 5.1437 2.2616 22.3877 4.6254 11.9273 16.3489 3.4663
## 4 154.4711 75.6995 113.0488 86.4970 63.8096 69.7710 165.8037 149.4144
## 5 1065.0936 657.7700 766.2369 862.2898 1149.2145 691.7751 599.6588 853.5644
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V96 V97 V98 V99 V100 V101 V102 V103
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.0091 11.3741 10.5037 3.9466 7.8319 13.5805 11.5625 15.1118
## 3 3.8519 3.0901 5.4402 3.1792 5.1768 6.3268 10.1766 19.6873
## 4 104.4808 85.4372 154.6038 125.6184 83.8159 64.5743 87.7287 116.7664
## 5 797.2693 547.0085 1011.3394 968.5509 775.1835 1121.9625 731.4312 904.0872
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V104 V105 V106 V107 V108 V109 V110 V111
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 21.7468 0.9254 11.5629 2.6526 9.5154 7.6046 16.7663 20.1082
## 3 10.2338 2.8827 11.0786 3.7857 22.7942 10.4804 32.1504 18.6647
## 4 302.2519 100.8606 71.7013 96.5851 92.1711 80.2413 212.4393 155.5003
## 5 1150.4191 1170.6017 1484.5912 669.0703 756.9679 929.1570 728.8247 725.9485
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V112 V113 V114 V115 V116 V117 V118 V119
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.3252 0.0000 1.0985 3.6535 9.6884 4.3694 3.7005 15.3632
## 3 1.4521 3.8710 14.1389 6.9711 24.2737 20.0965 1.8815 10.6659
## 4 123.9513 91.8151 54.5889 203.8728 213.7269 165.1206 277.4424 128.3717
## 5 1644.9607 2462.3656 851.8781 1317.1108 973.0534 963.8181 1684.4539 846.2470
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V120 V121 V122 V123 V124 V125 V126 V127
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 10.8003 14.1880 12.2656 0.0000 15.1422 5.3792 0.5439 4.3333
## 3 25.7467 14.8474 9.6465 1.7017 12.4338 2.6896 6.1460 3.9206
## 4 157.2023 162.3622 120.9652 46.8136 67.9059 283.8300 53.1704 78.9238
## 5 440.4537 527.5591 609.3648 775.1212 673.6427 1442.7111 753.9267 978.4127
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V128 V129 V130 V131 V132 V133 V134 V135
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.0789 3.3673 4.2087 5.9183 8.3819 3.0550 26.8176 24.1031
## 3 3.4986 4.0895 2.1852 4.9850 5.9591 0.0000 13.5282 29.1098
## 4 130.2890 134.2033 53.6380 76.7412 260.6586 87.5764 125.9778 103.8487
## 5 1272.9892 983.5165 970.7569 985.2152 407.5856 770.3666 971.1816 505.0201
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V136 V137 V138 V139 V140 V141 V142 V143
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.2784 0.8851 8.3152 2.0931 4.2660 1.6345 0.0000 6.2993
## 3 0.8454 5.2457 3.8712 3.2738 4.2746 4.6520 1.2048 4.6808
## 4 61.2165 82.6286 105.1244 103.8931 80.2221 83.5204 77.4137 114.5303
## 5 696.3918 1071.3670 1385.1935 912.8577 2202.6262 653.7943 986.7470 633.1842
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V144 V145 V146 V147 V148 V149 V150 V151
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.1351 8.7278 16.4216 13.5170 1.5634 10.3029 14.9129 9.1450
## 3 6.2366 7.5826 6.6737 5.0877 5.2815 7.9739 5.8340 7.1804
## 4 66.9025 148.8512 105.1633 185.3739 102.7060 84.4491 92.4869 84.1461
## 5 766.7990 704.4691 727.1038 998.9267 1307.6450 730.8094 1435.4080 682.2884
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V152 V153 V154 V155 V156 V157 V158 V159
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 1.7940 0.0000
## 2 6.3175 2.6197 11.2420 8.0790 11.4725 0.0000 6.5016 3.5302
## 3 5.9598 8.9071 8.3858 7.1547 9.5375 1.0205 15.3857 13.9407
## 4 151.6354 159.7977 69.3841 74.9961 63.6057 70.0740 96.8927 142.4792
## 5 621.0716 1200.5435 612.1827 703.8471 511.2423 754.8261 701.4711 712.7011
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V160 V161 V162 V163 V164 V165 V166 V167
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 30.7158 12.0418 8.6674 6.4129 12.0658 1.7005 4.6729 2.3321
## 3 25.0007 10.3322 12.6553 4.5323 23.7150 4.4324 0.0000 5.2725
## 4 133.4161 178.0516 68.5380 185.2438 184.8577 167.3722 57.8571 105.5260
## 5 632.7403 1228.2785 994.6737 1235.8209 689.8069 997.9887 1308.4112 1762.3574
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V168 V169 V170 V171 V172 V173 V174 V175
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 3.2532 9.3661 4.9776 2.0721 2.5770 12.0721 17.0783
## 3 4.9135 9.0230 12.6674 12.1070 9.9400 5.3788 9.9564 19.9745
## 4 182.7270 155.1836 110.9290 96.5331 57.8854 96.4545 67.5815 55.5146
## 5 969.2909 732.0716 1842.2183 1852.9955 498.0727 1289.5192 430.0138 1342.3982
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V176 V177 V178 V179 V180 V181 V182
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.8850 23.0229 11.2189 8.7476 28.2614 23.9444 3.7975
## 3 1.4111 18.5864 7.5757 14.2161 16.4683 24.2424 8.6262
## 4 94.8116 186.2166 212.3430 82.3116 63.3411 114.9131 76.0410
## 5 1134.5010 1247.4511 1424.7764 1469.1442 1036.1727 1945.8520 1316.0783
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V183 V184 V185 V186 V187 V188 V189 V190
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.2663 15.1882 8.4121 7.0241 5.4945 23.7101 9.8252 14.8703
## 3 0.8131 8.8347 6.5401 4.1576 30.8538 8.7367 6.5072 3.9039
## 4 89.4155 151.3231 59.3331 100.9877 167.2527 204.7819 156.1060 83.7525
## 5 1402.3178 1024.3815 996.4115 972.8081 1080.3043 1884.5745 1214.3266 882.6658
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V191 V192 V193 V194 V195 V196 V197 V198
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 8.0048 6.3940 2.5578 11.9979 4.1896 1.5999 41.3866 1.3823
## 3 11.9128 10.3627 3.4227 8.2214 5.6788 6.6932 18.9376 4.3076
## 4 97.8812 160.8687 91.3813 88.6840 89.0879 81.7001 227.6861 122.2258
## 5 889.0797 852.8277 870.8453 1165.5243 1199.1627 1401.5204 1578.3313 986.3610
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V199 V200 V201 V202 V203 V204 V205 V206
## 1 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000
## 2 17.0568 9.9595 1.6459 12.2367 9.372 3.6753 4.5789 3.7384
## 3 6.9387 9.1078 0.8107 6.2289 1.028 5.9351 9.3435 3.0323
## 4 127.2883 146.6338 80.0691 82.7074 130.640 57.3039 178.8031 73.3503
## 5 1838.8580 895.5271 1341.7724 1274.3823 1015.200 999.7403 862.8058 1045.8228
## 6 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000
## V207 V208 V209 V210 V211 V212 V213 V214
## 1 0.0000 0.000 0.0000 0.0000 0.0000 0.8705 0.0000 0.0000
## 2 14.0011 10.413 17.0230 4.7071 5.4234 24.3047 2.5482 9.5031
## 3 8.5007 10.934 5.0618 6.1294 6.9026 15.7388 4.5796 4.1736
## 4 43.6784 64.714 85.6890 66.4477 165.7635 121.0939 135.4227 153.1786
## 5 833.5026 1035.511 1369.2580 720.6231 1116.5657 915.4878 922.5972 619.4204
## 6 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V215 V216 V217 V218 V219 V220 V221 V222
## 1 0.0000 0.0000 0.0000 0.0000 0.3152 0.0000 0.0000 0.0000
## 2 9.1317 10.3648 9.6553 12.4246 23.9718 2.8645 5.8136 5.6453
## 3 4.1750 5.1808 9.0888 6.0716 13.0539 2.2968 10.1597 2.1620
## 4 107.9308 110.0412 102.0389 100.5227 150.3366 119.3806 55.9967 183.6392
## 5 1152.6946 778.5533 1136.7281 2893.0438 1228.8862 905.4839 739.7671 1541.6376
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V223 V224 V225 V226 V227 V228 V229 V230
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.0822 4.7444 4.2081 6.7737 11.4431 1.0244 12.2922 2.3950
## 3 5.3198 6.5518 6.0734 8.8217 9.1721 11.4678 5.5226 4.9195
## 4 91.9419 87.4743 110.8984 79.2632 73.8122 81.1993 144.0631 94.6437
## 5 666.4491 1030.5940 554.4676 1350.6257 768.6518 1270.4560 808.1729 711.5987
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V231 V232 V233 V234 V235 V236 V237 V238
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.8146 1.2191 4.6715 14.7018 10.2757 14.6431 3.2901 14.7567
## 3 5.6947 0.3780 8.0154 9.3310 6.4995 2.5982 6.3980 10.6489
## 4 142.6609 57.1387 116.6923 99.0224 121.0922 113.3601 76.6290 73.4956
## 5 997.3877 1090.7639 1221.1146 656.8985 1146.0694 850.0401 670.0291 1238.4451
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V239 V240 V241 V242 V243 V244 V245 V246
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 20.5086 16.6698 5.3312 6.8950 7.2555 9.7992 5.5031 22.1226
## 3 8.3260 5.2642 5.6940 4.0148 6.1564 5.1702 0.0000 13.3462
## 4 145.2363 91.2791 83.1546 100.6502 62.6824 93.3861 88.0503 90.2282
## 5 1380.2563 1041.4426 1280.3414 1281.2568 933.2679 654.6240 1179.2453 618.9167
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V247 V248 V249 V250 V251 V252 V253 V254
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 5.1371 12.7052 16.2651 4.1858 9.6842 13.1720 2.9525
## 3 3.3546 2.7279 8.7081 8.3333 2.3038 6.4199 12.3633 3.7220
## 4 147.6046 91.7810 129.0221 89.8193 79.7227 182.3678 78.3402 121.4684
## 5 1568.2986 965.7456 743.3976 802.7108 925.9587 900.0873 832.0255 716.1366
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V255 V256 V257 V258 V259 V260 V261 V262
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 15.2988 13.1540 0.0000 14.7030 2.8676 1.0174 5.8538 4.9602
## 3 11.0633 12.6230 0.8715 10.2632 2.6353 5.5233 8.4587 3.9664
## 4 98.0902 180.5271 45.4597 103.9224 121.7334 82.8634 93.7866 114.4447
## 5 832.1617 776.6630 598.2571 612.1221 1044.9404 675.1453 622.2381 650.4500
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V263 V264 V265 V266 V267 V268 V269 V270
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.0071 9.1398 6.0928 11.1613 10.3153 2.3238 9.4621 9.6908
## 3 15.7546 12.2865 9.0875 3.8728 7.5144 5.1025 6.1870 3.8357
## 4 68.1179 235.8682 83.9848 88.5270 85.7347 184.7049 97.6954 109.4300
## 5 708.4908 1312.4400 1088.4940 678.6409 825.9989 1018.3337 733.8332 638.9694
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V271 V272 V273 V274 V275 V276 V277 V278
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.8067 15.9893 0.4078 8.2860 4.7634 3.1987 3.4376 0.0000
## 3 5.5222 8.9106 1.2235 8.7538 5.3220 15.7626 6.0937 1.7616
## 4 74.4830 93.9173 133.5073 187.4708 100.6555 135.0371 164.3336 82.2842
## 5 891.1635 518.4526 925.3670 690.9455 801.0085 805.4411 697.3789 883.1474
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V279 V280 V281 V282 V283 V284 V285 V286
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.3165 3.0891 10.8922 9.5439 2.7130 1.2369 3.1780 1.0274
## 3 6.7324 9.0048 9.1225 10.2601 1.1081 11.2319 8.6259 1.9723
## 4 168.2997 177.0111 98.2824 141.9104 153.3091 105.7756 96.4879 111.1849
## 5 1003.3481 1228.7491 721.0533 905.5811 1060.7566 1187.5312 1471.4028 1062.9921
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V287 V288 V289 V290 V291 V292 V293 V294
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.3850 4.2235 19.6374 12.0349 6.2417 36.1900 0.0000 0.0000
## 3 13.3032 8.3340 34.0036 1.3925 0.0000 30.3926 9.0722 11.1491
## 4 158.9675 129.2507 132.1876 157.4587 128.9353 58.9592 134.8784 151.8926
## 5 838.3381 827.9615 465.0884 1001.5852 924.7389 617.4023 1171.1340 1526.0331
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V295 V296 V297 V298 V299 V300 V301 V302
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.5000 1.9303 1.6655 1.8541 8.5383 1.3091 12.2269 14.2849
## 3 11.9401 10.5502 1.2491 5.9745 8.6313 7.0330 15.6007 9.4139
## 4 164.5762 79.2720 83.7098 116.5019 65.8347 65.5170 123.8844 123.7371
## 5 638.8025 1587.9355 3699.3859 854.9650 549.7852 1198.3637 617.6576 910.4001
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V303 V304 V305 V306 V307 V308 V309 V310
## 1 0.0000 0.0000 0.0000 0.0000 0.5292 0.0000 0.0000 0.0000
## 2 12.2025 12.6397 3.2281 12.9469 7.7206 13.1077 28.6172 7.6543
## 3 16.6627 13.1138 21.1229 31.5727 17.1504 13.5721 28.8894 0.0000
## 4 88.3828 126.9710 175.7952 83.6918 102.7545 75.8103 84.6005 78.4564
## 5 821.6686 1074.6269 1003.3842 756.3169 651.4098 734.6838 413.0817 867.4852
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V311 V312 V313 V314 V315 V316 V317
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 12.4509 15.6242 7.0920 7.2894 9.2752 4.9300 12.5425
## 3 9.3426 13.2603 9.9470 2.5438 4.0301 6.4196 10.4924
## 4 175.2340 223.0412 155.5774 106.5413 113.6204 232.0979 365.4881
## 5 1221.8650 928.6189 1370.6929 1074.8183 1304.6218 2155.7014 1681.2554
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V318 V319 V320 V321 V322 V323 V324 V325
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.0393 5.8060 4.6176 10.0419 12.2586 3.5008 16.5264 0.0000
## 3 1.9140 4.6893 3.8366 5.9973 8.2986 9.5652 7.9764 6.5851
## 4 115.3077 191.9815 302.0934 97.3753 245.0203 98.1708 278.0513 162.2389
## 5 1477.6822 991.1839 1497.1820 1675.3981 1807.9524 895.6972 1771.1156 1142.9915
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V326 V327 V328 V329 V330 V331 V332 V333
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.8600 7.0528 1.2096 0.0000 0.0000 3.6162 1.3202 3.9213
## 3 3.3974 7.3529 1.0235 2.3031 2.6972 4.4874 0.7556 3.7600
## 4 131.9113 106.1525 104.6543 165.5504 131.7856 130.7764 102.5656 174.1104
## 5 830.7721 1012.0048 834.4654 1350.0691 998.9784 897.7235 1619.9593 1061.1618
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V334 V335 V336 V337 V338 V339 V340 V341
## 1 0.0000 0.0000 0.2721 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.4248 5.4418 7.4405 10.7435 19.9428 6.8753 6.3761 5.3017
## 3 8.1160 9.2313 10.2490 4.8560 10.5400 5.4755 4.0847 6.0692
## 4 185.0624 124.5136 186.2675 144.5666 123.7576 66.0619 80.6974 92.0190
## 5 642.2333 880.7018 803.9189 725.1227 848.8312 773.2361 856.7870 853.1021
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V342 V343 V344 V345 V346 V347 V348 V349
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.7267 9.5535 5.4434 18.0155 31.3749 5.2824 2.1241 15.8413
## 3 7.1704 7.3956 8.6147 9.1631 22.3811 3.7831 10.3248 14.2539
## 4 58.7878 105.4155 126.6864 49.1803 183.7836 77.2455 89.5585 88.0896
## 5 852.0900 1513.0219 727.0980 785.5910 797.0365 1119.2469 1179.5371 1312.2821
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V350 V351 V352 V353 V354 V355 V356 V357
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.9125 1.5023 2.4105 13.5871 1.0349 4.7718 3.9304 17.2118
## 3 0.7003 0.0000 4.1397 10.7889 6.9771 1.9128 7.9707 5.9255
## 4 121.6571 88.4126 153.0218 143.1004 98.1472 85.4197 93.7290 112.7216
## 5 987.8391 3572.8593 1487.7729 1232.4902 1494.2414 2233.1919 659.7498 1108.6275
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V358 V359 V360 V361 V362 V363 V364 V365
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.7587 10.9473 10.2607 19.1141 5.3029 2.9037 4.7849 6.8742
## 3 2.7896 10.9174 12.9374 10.8831 2.3565 3.5410 2.9811 6.5568
## 4 393.3979 108.3272 170.9515 130.7625 98.8064 95.7931 98.2025 128.9581
## 5 2396.3528 838.5614 891.2115 723.5772 1466.5220 1215.1808 1019.1019 1945.8689
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V366 V367 V368 V369 V370 V371 V372 V373
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 16.7873 7.4008 13.8222 2.7655 4.2840 1.1606 10.0918 3.3396
## 3 19.9294 13.1190 5.8800 16.7999 3.0183 4.6042 8.8800 7.2624
## 4 80.8544 90.7114 177.9729 343.1098 92.7748 89.2852 84.6297 35.7554
## 5 459.3116 1008.2079 831.4361 1823.7231 1321.2982 835.5111 838.4333 965.1647
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V374 V375 V376 V377 V378 V379 V380
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.5110 4.2243 0.7734 13.3305 7.1072 0.0000 17.5550
## 3 3.6910 9.8362 5.7625 13.0098 5.7599 3.1577 7.9539
## 4 50.8246 62.6913 106.6993 114.0849 61.3950 86.4456 86.4830
## 5 924.3788 1692.7575 1210.7843 1696.3711 1193.2346 1137.5567 1082.7680
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V381 V382 V383 V384 V385 V386 V387 V388
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000
## 2 13.6602 6.5404 2.0510 16.3918 4.3638 8.6120 10.5997 1.644
## 3 5.2587 11.5421 0.4863 19.0682 8.1317 6.4153 14.2407 1.156
## 4 128.2664 118.3896 62.7720 55.2078 143.1599 39.8470 147.1816 109.328
## 5 1828.9575 931.0815 749.3393 959.1071 569.5062 1040.1639 2210.4636 1247.200
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000
## V389 V390 V391 V392 V393 V394 V395 V396
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.9480 13.0913 5.7262 1.9563 0.0000 18.7160 8.7072 4.4637
## 3 0.0000 5.9786 9.1944 2.9223 7.3579 15.3251 2.4173 4.6459
## 4 60.4507 94.2891 124.7931 305.1787 131.4247 224.5361 79.6753 62.4478
## 5 947.1953 563.0646 1454.9301 1491.4014 2239.4649 1468.7268 1374.0229 1016.4561
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V397 V398 V399 V400 V401 V402 V403 V404
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 16.6519 11.6796 10.6504 7.3808 8.9826 0.0000 0.0000 11.6107
## 3 20.4792 2.7907 7.3533 3.4069 4.1982 4.7851 12.2019 9.0809
## 4 235.1761 58.6584 88.3735 35.0778 100.0366 137.3043 90.8652 80.9627
## 5 1788.9559 1738.0879 970.7881 1000.0000 766.4490 2619.4858 1462.0078 486.0576
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V405 V406 V407 V408 V409 V410 V411 V412
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 30.3657 9.1653 11.9749 22.0007 6.5008 15.4140 4.6614 2.0002
## 3 36.2527 9.1708 9.7228 17.2921 15.5220 3.9944 4.7873 2.5979
## 4 105.8943 179.1489 71.7893 105.3405 180.2447 94.2964 88.2402 85.6097
## 5 703.1137 989.0531 661.0939 345.1212 734.9103 2631.0847 994.5618 887.7576
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V413 V414 V415 V416 V417 V418 V419 V420
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.4755 16.8462 11.3496 5.5616 19.1178 15.8471 14.4864 18.1003
## 3 5.0152 8.6295 12.1010 5.0059 11.2722 4.1187 23.3013 7.7237
## 4 162.7750 164.7856 75.9703 60.7006 108.5355 198.8534 84.9296 126.1252
## 5 826.3959 1576.2657 1148.8394 1190.2153 616.1718 1103.8220 1076.9495 2325.5034
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V421 V422 V423 V424 V425 V426 V427 V428
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.1246 9.3829 3.5389 9.9689 0.9755 10.2771 1.7248 13.3603
## 3 11.0415 8.4083 3.5785 10.1412 7.8603 3.2272 2.8747 9.5816
## 4 223.9653 82.9612 58.4500 93.4770 152.2685 114.6131 103.5466 81.3000
## 5 1261.7427 1669.6657 566.2317 745.9899 827.7344 1002.7779 1046.4066 1103.9136
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V429 V430 V431 V432 V433 V434 V435 V436
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.1291 5.7266 1.3507 2.8979 18.7199 13.1083 10.1362 16.7221
## 3 2.6188 2.1824 0.4502 3.8414 4.6188 8.2906 6.8899 11.2552
## 4 210.2221 68.4627 121.9586 129.0824 129.6619 95.9250 114.4798 72.2117
## 5 889.4628 1469.8468 1216.5691 954.3805 795.0236 718.0202 894.4381 493.7618
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V437 V438 V439 V440 V441 V442 V443 V444
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.0137 38.1918 11.2845 7.1559 0.9868 1.2994 11.7176 4.5537
## 3 10.8680 9.8717 7.8219 7.7305 2.8184 3.0904 7.2912 4.9935
## 4 117.6633 111.0966 111.1258 63.0948 107.1815 79.0138 94.8337 82.9683
## 5 598.1446 859.7760 990.2998 3417.0802 739.2351 950.5414 897.8276 834.9486
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V445 V446 V447 V448 V449 V450 V451 V452
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.4731 18.5375 7.3397 6.2646 4.7436 7.5864 12.2035 16.2923
## 3 5.0830 2.2389 8.1956 2.1097 3.2010 3.6820 12.4018 6.7930
## 4 82.1514 109.9180 115.3191 79.0241 101.5810 109.9680 75.7290 95.5730
## 5 1039.8836 991.5254 1045.8505 947.2582 634.9022 959.3422 650.3856 893.4492
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V453 V454 V455 V456 V457 V458 V459 V460
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 33.8217 17.3731 91.8275 1.6267 20.4955 9.5562 18.4481 12.1108
## 3 17.6834 9.9448 16.0120 2.2252 12.9274 8.1347 5.5182 12.8393
## 4 75.8063 196.9288 51.0347 97.6444 112.4290 66.5829 121.1628 71.9711
## 5 768.2271 928.5320 1661.9211 838.8148 641.7206 1567.9702 873.7333 667.1657
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V461 V462 V463 V464 V465 V466 V467 V468
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.4059 0.0000 7.6329 13.6173 21.1672 6.3746 12.2907 9.0328
## 3 5.5836 3.3945 9.0660 13.8195 14.1368 2.5254 11.3354 6.4119
## 4 61.3565 142.2128 93.2224 79.0289 104.5393 61.8885 118.1099 84.1082
## 5 947.4238 946.6426 637.5944 496.3899 677.1666 505.6320 747.3035 535.8850
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V469 V470 V471 V472 V473 V474 V475 V476
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 14.6626 1.0239 10.2757 2.3617 3.2489 4.0996 1.8760 12.7051
## 3 22.7221 4.7634 6.6889 2.0489 5.1962 8.5095 8.9470 2.9733
## 4 177.9270 55.9459 183.8625 197.0850 210.1590 77.4200 112.6494 114.5868
## 5 379.1879 994.9795 956.6798 1153.1676 1002.4839 1510.5076 868.5457 1442.4140
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V477 V478 V479 V480 V481 V482 V483 V484
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 30.9465 5.8488 27.8808 7.7050 5.4202 23.0843 1.9886 11.1555
## 3 12.2967 5.7237 15.7776 4.5556 5.8920 14.3887 6.0868 7.5907
## 4 144.9247 72.9439 132.2945 138.0651 51.3154 73.5479 119.9529 144.0504
## 5 902.1277 925.1701 1176.2269 1700.3831 1382.9994 954.6000 2938.7618 1709.5882
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V485 V486 V487 V488 V489 V490 V491 V492
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.6540 3.1673 7.3642 11.3259 2.2445 10.5206 10.4256 13.3295
## 3 7.2637 4.6808 4.1965 7.0318 8.6007 5.2702 9.7421 2.2676
## 4 82.4295 168.1900 80.9249 100.2653 87.7944 135.3565 133.4625 216.8241
## 5 916.1595 1989.2089 1167.0520 711.4299 1406.1063 1144.8310 931.9152 1307.4591
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V493 V494 V495 V496 V497 V498 V499 V500
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.3793 8.1811 5.5571 9.9549 0.0000 4.2635 2.6443 5.8826
## 3 6.4242 6.0469 3.7276 6.1690 0.6154 8.2659 5.5805 8.1735
## 4 80.7601 125.7651 119.6149 111.1835 103.8369 119.1160 162.1547 193.8632
## 5 1202.6623 1381.1291 1642.7098 884.8758 2047.6923 905.2467 1027.2691 2027.0654
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V501 V502 V503 V504 V505 V506 V507 V508
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.9836 7.1236 6.9981 1.3511 0.7913 9.9516 6.2384 14.1703
## 3 2.4776 8.9749 0.5777 5.6430 8.7890 4.1613 3.3539 11.9329
## 4 73.1093 88.1640 204.6086 139.4627 171.5181 189.1935 74.6283 87.6321
## 5 818.5751 767.1548 1934.6591 795.4220 670.6164 854.8387 1057.5540 796.1467
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V509 V510 V511 V512 V513 V514 V515 V516
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 10.0180 4.5202 1.0808 4.6159 9.7693 5.1268 22.3943 11.1747
## 3 10.2249 8.5406 7.6415 4.0269 2.1754 2.7234 9.1317 5.3542
## 4 85.3576 79.2675 65.6409 102.2215 79.9928 104.4686 62.3019 36.0094
## 5 1167.3414 1170.3578 1584.0435 947.1831 1418.5142 792.2705 946.8678 804.0142
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V517 V518 V519 V520 V521 V522 V523 V524
## 1 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 13.0072 4.568 4.6360 2.3709 10.1253 1.1287 7.4668
## 3 0.4674 11.0230 4.136 4.8349 3.2042 9.1110 3.9037 18.2694
## 4 46.7679 116.2513 95.922 105.5949 71.7488 128.6535 49.6046 161.3165
## 5 858.1444 475.1116 1074.791 1690.0675 1023.1808 1113.0866 770.6686 737.7712
## 6 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000
## V525 V526 V527 V528 V529 V530 V531 V532
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.9138 10.1129 16.0839 1.6485 0.0000 9.9793 4.2941 18.7655
## 3 27.0531 18.6247 25.0733 9.5756 7.3132 8.8979 8.0532 10.7324
## 4 141.4961 111.2248 185.8272 212.4588 164.8553 149.4399 165.9103 98.1715
## 5 943.0537 930.8929 861.4507 749.2108 4850.5564 1326.8404 848.1273 466.3097
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V533 V534 V535 V536 V537 V538 V539 V540
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.1245 19.5870 3.3786 8.3478 0.8953 12.0917 1.3321 4.7749
## 3 5.3159 6.2693 9.6378 8.6087 3.4507 12.2929 2.9804 3.4862
## 4 99.2103 75.4097 155.1500 62.2000 138.6354 83.5175 80.4552 114.7418
## 5 588.4477 1282.7401 1280.1358 676.0870 1541.0691 489.8270 937.2305 1295.3325
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V541 V542 V543 V544 V545 V546 V547 V548
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.2608 16.1889 7.4287 6.2596 2.5997 13.6658 0.9699 12.8787
## 3 8.1520 7.5122 7.1600 5.9136 3.0329 6.6811 4.5953 2.6586
## 4 90.4583 74.9094 147.6226 112.9414 103.3146 159.4396 172.7922 112.9866
## 5 853.9493 526.9214 998.1764 1517.8017 1260.8319 879.2528 1115.4297 593.8714
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V549 V550 V551 V552 V553 V554 V555 V556
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.1623 2.9393 0.0000 21.4689 4.6885 7.5640 0.0000 6.3195
## 3 5.3431 2.3094 0.4592 35.4053 6.3867 2.7178 4.1040 6.3617
## 4 68.9135 63.5715 90.1259 357.8974 77.5265 61.1224 81.3041 127.2679
## 5 1030.3788 737.2063 1260.8809 1679.3551 566.6820 700.1971 725.4902 1097.2255
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V557 V558 V559 V560 V561 V562 V563 V564
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 8.6985 9.1342 14.1548 13.6520 4.8669 11.0610 10.3417 2.6561
## 3 5.0360 12.4396 12.2441 4.3219 8.0445 9.9120 2.7277 12.6306
## 4 140.0981 136.9469 122.7612 61.4869 57.7172 117.5797 85.5242 51.4586
## 5 953.5644 1101.4158 1304.8602 677.6961 605.7563 1348.0489 693.9409 1252.8662
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V565 V566 V567 V568 V569 V570 V571 V572
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.9253 13.4453 19.4906 2.9913 3.7597 8.0645 0.0000 13.2111
## 3 4.1715 22.6630 5.4486 7.2751 0.9614 7.3699 6.1499 7.6633
## 4 86.9916 112.1314 79.8901 88.2911 72.6953 94.1252 101.8454 102.1361
## 5 937.6218 858.5757 768.0440 975.3081 799.5708 824.3365 1129.6372 797.2422
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V573 V574 V575 V576 V577 V578 V579 V580
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.0619 15.3908 7.5748 4.3067 10.4864 8.0368 11.5541 15.1903
## 3 4.9085 9.9853 5.0883 11.6440 21.5696 2.0724 5.3529 11.7363
## 4 163.9050 54.7146 80.5104 122.2424 75.6595 90.5208 82.7534 79.4336
## 5 1409.6551 636.2372 913.6608 565.1709 467.9440 780.5759 1075.4019 507.5828
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V581 V582 V583 V584 V585 V586 V587 V588
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.8666 12.6486 28.7667 11.2606 12.7151 1.3010 21.7437 1.7487
## 3 4.9246 6.1462 12.8831 8.1980 9.6880 0.8673 11.1695 2.2437
## 4 104.5500 79.0899 101.0635 93.8748 129.7949 104.9436 108.0147 60.8125
## 5 1174.0521 711.8951 449.2519 1061.3367 995.6366 722.4631 732.8431 938.6166
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V589 V590 V591 V592 V593 V594 V595 V596
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.9820 12.8740 2.2376 2.7174 2.7221 15.9120 1.3501 17.8387
## 3 15.7529 7.9712 3.6398 1.4227 3.0873 2.4514 6.3006 8.6263
## 4 111.7469 87.0414 87.5819 103.6319 96.6152 70.3578 116.9442 77.8418
## 5 514.7435 968.0526 1115.0294 1232.5932 868.9265 868.6147 1318.1818 606.1752
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V597 V598 V599 V600 V601 V602 V603 V604
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 24.8023 16.7685 11.6581 8.3216 8.1612 11.3614 2.8811 5.4201
## 3 14.4194 12.2613 6.2381 6.9443 3.8405 21.7132 4.4749 5.6217
## 4 69.3267 79.2781 62.3192 86.1097 51.7017 70.9132 160.2452 49.7792
## 5 805.1266 552.7120 868.5172 698.4989 565.3665 576.7752 994.6874 1203.5526
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V605 V606 V607 V608 V609 V610 V611 V612
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 17.2946 10.3629 13.8362 1.1904 14.4883 2.7438 4.3898 7.1752
## 3 8.2621 6.6635 5.7261 0.0000 14.5404 3.9051 5.7797 3.9113
## 4 109.3574 111.8327 94.2275 98.6891 110.1265 92.2961 135.8644 89.4279
## 5 696.2395 925.2317 736.0743 804.9996 912.5419 799.2021 915.2542 993.3481
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V613 V614 V615 V616 V617 V618 V619 V620
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.8507 8.1676 4.1018 7.3548 12.2290 4.7447 9.9797 4.6848
## 3 10.9933 6.0412 3.0249 11.4835 0.8551 5.6136 10.8998 10.1495
## 4 92.8397 70.9358 111.1848 187.5785 235.0374 88.5437 86.8371 78.4783
## 5 1728.2145 814.7967 946.6664 1236.6562 3162.6168 1013.6788 877.2892 655.1023
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V621 V622 V623 V624 V625 V626 V627 V628
## 1 0.3293 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.0774 6.6711 6.4349 12.4572 0.0000 6.0122 6.0987 27.5073
## 3 5.7886 2.3665 7.4701 13.6925 9.5854 3.1380 6.4860 6.9755
## 4 137.5370 117.1883 93.2677 171.2669 115.2547 77.9762 110.2969 73.2821
## 5 1055.9763 1651.5481 584.7818 1293.5077 1827.9328 1121.9808 736.6893 550.0623
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V629 V630 V631 V632 V633 V634 V635 V636
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.9175 3.8281 7.5406 3.6967 0.0000 3.0183 17.6805 1.8833
## 3 2.8562 3.4712 3.2869 1.5561 4.7933 5.5830 18.8159 6.4664
## 4 72.1588 65.3812 96.6744 108.3388 103.7328 77.8497 95.2960 98.2581
## 5 836.9287 1093.2685 948.9559 1141.4970 827.4416 838.2367 597.7291 1624.4926
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V637 V638 V639 V640 V641 V642 V643 V644
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.3242 10.0857 3.4040 0.0000 1.9494 12.0534 7.3470 3.0090
## 3 1.0234 3.7793 4.3323 3.3606 5.4268 7.7604 3.4214 3.2127
## 4 216.1645 162.8027 99.5798 77.6219 214.7682 91.6512 109.2070 91.7081
## 5 1948.3501 1205.8135 1151.6484 695.2664 820.8641 690.4833 1078.3162 829.7511
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V645 V646 V647 V648 V649 V650 V651 V652
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.9588 4.9621 4.4460 10.3750 3.7861 2.1581 3.2971 18.6034
## 3 2.4783 2.6857 4.6274 17.8179 9.9399 2.9890 4.3483 12.5780
## 4 124.7280 90.6900 197.8735 110.0920 73.0569 145.6250 200.2485 75.0198
## 5 781.1394 791.3273 1709.4907 777.5317 827.7571 1225.7353 2368.6537 1070.2679
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V653 V654 V655 V656 V657 V658 V659 V660
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 12.4155 8.6956 4.8689 13.3993 6.0141 17.3125 3.3385 10.6050
## 3 9.3605 5.1896 3.3487 11.5726 4.5783 0.8125 5.4607 6.4913
## 4 117.6226 63.0216 103.1390 77.2143 74.2487 128.6562 76.5373 82.9999
## 5 880.3279 789.7222 1173.4724 725.8938 1054.9235 1849.3750 927.5362 885.2678
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V661 V662 V663 V664 V665 V666 V667 V668
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.1542 9.2538 17.7379 10.5640 8.9739 17.0202 6.1701 1.7190
## 3 9.7906 7.8699 11.6465 5.3723 1.5391 2.6329 5.2887 8.1984
## 4 69.0731 117.8217 108.6754 116.7915 88.6081 82.2572 84.4645 82.9795
## 5 518.7166 1277.2898 461.2873 1471.0934 748.9487 725.7225 606.8753 831.5947
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V669 V670 V671 V672 V673 V674 V675 V676
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 14.3684 6.4242 6.7108 22.5945 14.7282 6.2988 8.2948 6.5527
## 3 5.8036 7.3027 3.1015 8.1663 4.1219 14.8809 2.7987 2.0654
## 4 78.9815 98.0302 112.1928 130.2609 70.5121 118.3819 87.9144 104.6597
## 5 665.0132 772.8209 595.1365 735.3291 522.1489 878.9580 492.2345 1115.8990
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V677 V678 V679 V680 V681 V682 V683 V684
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.2875 0.3919 7.6319 9.4575 12.6275 1.5609 11.1935 20.0812
## 3 2.4051 2.2208 19.6034 4.6934 5.6630 2.8429 8.8415 14.7187
## 4 65.2751 59.6222 142.8834 96.6604 102.8632 116.7480 119.9168 196.7918
## 5 744.3074 1089.5036 2273.6966 744.8113 1024.6219 935.0607 981.1351 1217.3337
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V685 V686 V687 V688 V689 V690 V691 V692
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.8702 4.6424 0.9907 4.1887 15.0504 12.8361 15.5530 6.0858
## 3 2.8496 3.2961 2.1201 4.9669 16.2671 1.0984 5.3440 2.7404
## 4 98.9853 64.9590 97.2194 77.9772 153.2109 154.6639 89.7757 66.8468
## 5 640.7080 1585.4745 1055.9943 596.8313 713.1030 1055.7377 528.7971 1077.6600
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V693 V694 V695 V696 V697 V698 V699 V700
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 31.3161 22.2339 14.0364 10.3425 14.4239 9.3530 11.6792 24.3995
## 3 11.7343 14.5164 7.8686 7.8975 10.4010 1.4306 5.3190 8.7573
## 4 83.1242 75.6313 118.7103 252.0074 81.1946 108.3393 130.5766 121.4175
## 5 530.7503 548.9832 704.6517 905.4041 770.2101 948.5981 816.8565 600.7243
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V701 V702 V703 V704 V705 V706 V707 V708
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.9731 6.6244 15.2268 5.1391 5.4937 6.3687 25.2145 6.1331
## 3 4.1248 4.1295 5.6080 4.3382 11.0870 10.3370 10.6176 4.1939
## 4 112.8029 109.0590 88.5162 132.1104 71.8386 86.9314 103.0929 70.9352
## 5 747.5520 909.9903 582.5074 1179.1582 1315.4016 856.0961 943.8944 746.9880
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V709 V710 V711 V712 V713 V714 V715 V716
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 14.6094 17.8586 12.4215 4.6391 21.9287 3.8714 13.4107 26.5980
## 3 1.8837 9.7578 15.1688 5.4201 3.3748 0.5746 8.0510 17.4118
## 4 114.2361 72.3986 103.2903 63.9053 101.2784 136.0807 129.5534 98.8124
## 5 1910.3009 519.8669 734.9574 937.8698 976.5355 842.6813 1611.6589 618.2326
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V717 V718 V719 V720 V721 V722 V723 V724
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.0668 17.8035 0.0000 3.1937 5.3016 14.8556 14.1096 0.0000
## 3 5.4236 8.3227 2.9326 0.8121 2.8783 7.7467 6.2662 3.5449
## 4 68.2109 109.2667 68.2279 73.4778 91.8252 103.1845 92.2679 85.7918
## 5 1014.4112 918.1873 1322.1617 1576.1107 730.5726 576.2056 905.0019 952.7575
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V725 V726 V727 V728 V729 V730 V731 V732
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 19.0272 9.7428 3.1899 1.8859 17.3779 5.0531 6.6911 22.7950
## 3 25.6631 8.2711 5.1473 2.7279 4.9887 9.0955 1.6300 9.1924
## 4 126.4492 104.7126 107.2333 118.7315 103.4070 53.9768 51.2433 75.8626
## 5 795.2168 606.0606 2230.7204 706.1895 1262.2591 619.5048 753.7934 538.0178
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V733 V734 V735 V736 V737 V738 V739 V740
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.8328 7.8067 11.8206 17.2795 9.3565 6.1973 17.7460 5.9342
## 3 10.0260 9.6847 5.3939 10.7474 8.5678 4.2476 4.9529 6.8413
## 4 119.6275 127.5152 77.4494 94.4918 149.8692 107.9923 158.3634 92.5812
## 5 860.1126 1087.5336 779.8674 560.5381 1492.0237 791.8762 1231.8693 650.5945
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V741 V742 V743 V744 V745 V746 V747 V748
## 1 0.0000 0.0000 0.2959 0.0000 0.2575 0.0000 0.0000 0.0000
## 2 0.7147 2.2438 2.4504 9.6423 10.6223 0.0000 1.1059 0.0000
## 3 0.5927 7.4856 2.8766 13.8934 7.0521 5.0252 11.0047 7.9283
## 4 153.0319 108.0784 405.5253 120.9994 78.7444 105.6160 208.2989 142.2690
## 5 765.6607 743.0830 1251.5537 520.3602 802.1638 1028.0183 941.1202 923.6419
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V749 V750 V751 V752 V753 V754 V755 V756
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.0696 9.2590 0.0000 1.7421 0.0000 0.5603 1.5499 6.6673
## 3 5.4985 12.8060 5.5607 5.8473 8.9577 3.8774 17.3517 16.3564
## 4 164.9571 122.7729 80.9175 31.2066 132.3534 37.1377 92.5213 72.6254
## 5 742.5411 795.1723 1291.0102 1020.0949 838.7622 1110.5256 862.3333 621.1605
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V757 V758 V759 V760 V761 V762 V763 V764
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.6740 17.2116 17.6969 44.4378 6.2159 14.9859 0.2102 10.3202
## 3 15.8270 8.0814 15.5441 7.0594 5.8773 10.6128 4.3752 10.2784
## 4 97.4890 232.6496 90.4867 33.2586 88.9005 79.8112 80.5846 60.0493
## 5 580.7094 1107.6496 1171.7452 533.2110 1209.3117 1173.9870 1664.8835 1395.0295
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V765 V766 V767 V768 V769 V770 V771 V772
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.5424 1.7950 1.8127 6.3487 5.7410 2.6484 7.4985 8.6072
## 3 5.3468 8.5856 5.8921 2.7147 2.8921 3.7034 5.2858 14.5427
## 4 113.0958 85.8737 107.0560 95.1014 52.7482 69.0610 103.4640 382.1139
## 5 1167.1370 1175.1730 744.5255 710.8330 1215.8273 2231.9801 1205.1629 2300.1898
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V773 V774 V775 V776 V777 V778 V779
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.3917 6.9073 2.6453 12.7361 2.1382 5.8683 12.9498
## 3 13.3013 3.9035 0.0000 16.2770 4.3134 5.8152 0.9195
## 4 225.8614 119.5676 66.9758 146.7641 102.7097 149.2193 170.3300
## 5 1362.3677 1081.0811 1117.6596 1839.2630 1447.0046 1559.7451 1318.6079
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V780 V781 V782 V783 V784 V785 V786 V787
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.1271 4.2174 21.0704 1.0507 22.7136 15.2088 10.6815 21.8703
## 3 3.8583 2.3166 8.2551 2.8313 38.9111 9.2973 3.7739 1.8040
## 4 90.5379 131.1167 96.2757 75.0000 340.1155 116.0290 108.6887 129.3797
## 5 932.4134 1384.9124 1306.4516 913.8199 1791.3165 1578.3946 1681.4662 1110.7955
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V788 V789 V790 V791 V792 V793 V794 V795
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.5037 17.5108 0.4722 12.9836 5.5581 16.0899 22.4588 14.0900
## 3 1.5645 9.9414 2.2004 4.2722 4.0882 10.5278 5.9928 5.5609
## 4 100.1992 69.3584 46.7659 143.2535 83.6013 84.6260 97.1818 77.9293
## 5 2129.9387 1171.1906 688.1929 1269.4127 1567.2944 946.3056 1126.9841 1216.0141
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V796 V797 V798 V799 V800 V801 V802 V803
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.9102 13.8511 5.5386 81.1274 8.9689 23.6122 13.7520 0.5165
## 3 20.0885 8.5084 2.1032 31.1077 7.2148 14.1175 11.0480 1.9140
## 4 76.3491 143.6305 100.6392 168.7930 208.3268 159.7933 58.4213 87.0120
## 5 1301.3414 949.1027 1594.8102 617.6751 1222.3962 935.0394 619.4667 805.1041
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V804 V805 V806 V807 V808 V809 V810 V811
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.1276 5.1686 26.1231 8.3563 16.3776 3.5364 3.0863 4.5660
## 3 10.8724 12.2929 7.8267 5.1390 9.5251 5.3131 7.8035 1.1084
## 4 142.9966 79.5067 91.1789 100.8124 52.1978 133.7304 99.3227 124.1100
## 5 1268.6207 907.9996 1240.8098 1430.4993 683.2810 798.5024 1324.5684 1307.3762
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V812 V813 V814 V815 V816 V817 V818 V819
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.0500 10.0783 17.9756 15.5437 10.5468 18.1446 12.0849 16.7251
## 3 9.0920 7.3656 8.1878 2.5336 6.9833 8.9410 5.8785 6.2304
## 4 79.9031 59.0352 66.1463 88.9318 95.7980 57.8386 67.6231 92.1639
## 5 784.5036 813.4567 1708.3324 848.5346 819.9895 1056.8797 917.4796 1022.7684
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V820 V821 V822 V823 V824 V825 V826 V827
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.5271 3.7059 2.5364 16.3120 10.6340 11.5777 12.8451 8.2573
## 3 3.6278 0.8447 1.5218 5.9375 5.6790 6.1688 20.6868 5.5605
## 4 58.0903 73.1172 131.4443 61.7735 106.4628 28.9345 149.6728 110.5229
## 5 1147.2567 1189.7042 1194.2894 597.3744 710.8902 908.9305 1390.1022 1069.6843
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V828 V829 V830 V831 V832 V833 V834
## 1 0.0000 0.0000 0.0000 0.4803 0.0000 0.0000 0.0000
## 2 15.7502 19.2556 18.0115 13.7752 0.0000 9.5295 7.1571
## 3 4.5395 12.3613 14.6330 6.8780 1.6155 5.9559 4.7142
## 4 142.5680 98.6540 57.7496 65.1585 85.4572 52.0578 77.8819
## 5 1291.6947 1784.6673 1219.7634 1108.0692 1334.0872 1513.6986 721.6495
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V835 V836 V837 V838 V839 V840 V841 V842
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.4079 0.3801 1.7202 2.7532 18.3483 9.4483 6.5935 4.3578
## 3 2.7010 1.6608 1.2929 1.7029 8.9693 10.4300 5.2949 4.9424
## 4 61.4116 65.4358 101.9023 107.8985 98.0372 38.0974 100.3749 50.7795
## 5 1079.9607 1031.1961 976.5117 1003.8991 1036.5499 666.5314 647.9195 533.6581
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V843 V844 V845 V846 V847 V848 V849 V850
## 1 0.0000 0.3599 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.5110 17.0874 14.4577 6.3713 37.2521 1.8589 2.4815 3.5826
## 3 7.7271 8.4214 13.3902 2.6874 11.6245 0.0000 5.4299 5.0603
## 4 252.4412 128.8442 78.9795 112.0017 177.0226 169.0249 116.1920 116.6376
## 5 892.9704 576.5703 642.8207 1190.3126 1479.8724 2252.9626 996.8354 1038.2658
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V851 V852 V853 V854 V855 V856 V857 V858
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.3796 11.9782 20.3859 15.1835 4.8295 4.4565 5.4864 1.6325
## 3 14.9496 3.7727 10.0103 9.9504 4.9154 6.8779 7.1537 5.9683
## 4 133.5442 89.5156 154.2985 129.8922 77.7472 86.9809 74.5497 69.3655
## 5 1130.8766 876.8048 931.7592 1337.6546 880.1949 933.0242 669.3251 1046.9266
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V859 V860 V861 V862 V863 V864 V865 V866
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.3052 0.0000 0.0000
## 2 3.9305 15.5658 3.1625 2.8019 1.1329 6.8534 20.9807 13.1628
## 3 2.5175 6.8256 4.8438 2.4909 3.9164 4.6649 12.0512 8.8508
## 4 128.2002 96.6979 105.3414 206.8978 143.1448 56.5431 69.6594 98.0770
## 5 860.1065 433.7380 954.3495 1067.8170 2141.8540 886.9052 1423.3507 913.2405
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V867 V868 V869 V870 V871 V872 V873 V874
## 1 0.3561 0.0000 0.0000 0.0000 0.0000 0.0000 0.4019 0.0000
## 2 32.1356 5.0015 9.9967 21.4108 9.4150 8.7528 11.5839 3.1051
## 3 17.8516 4.6167 4.0052 6.2090 8.1342 5.1510 6.9346 6.7525
## 4 98.0296 55.8933 79.1859 77.3138 80.4495 55.6882 63.6998 81.5197
## 5 830.9510 402.5066 708.8896 766.5854 625.3079 1060.9948 598.1087 1608.4337
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V875 V876 V877 V878 V879 V880 V881 V882
## 1 0.0000 0.0000 0.2528 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.4319 18.0810 7.1755 6.8287 6.2877 13.6068 3.2328 8.3487
## 3 7.8037 5.8284 5.3399 7.4473 12.7163 12.0568 10.9291 15.0627
## 4 91.7239 75.9753 102.4564 93.8001 71.0813 142.1917 61.4723 49.4398
## 5 717.3546 715.8138 839.0184 553.7050 736.2385 598.9883 674.3987 676.8395
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V883 V884 V885 V886 V887 V888 V889 V890
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 6.0450 20.0769 1.8761 2.3802 0.0000 4.6282 14.7516 3.5590
## 3 6.2702 16.7821 4.6432 2.9091 3.4603 8.3048 11.7579 3.5533
## 4 119.9120 93.6795 118.2506 167.1405 103.8078 86.6328 83.9898 75.6102
## 5 709.3596 942.9487 1050.7063 1438.6777 787.6417 1072.8253 932.6813 900.1422
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V891 V892 V893 V894 V895 V896 V897
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 14.1056 14.7792 8.4679 18.0076 10.7014 11.5539 13.2127
## 3 6.8268 9.0229 7.1528 4.3288 7.7355 2.4630 6.0372
## 4 93.2969 80.8487 99.8965 162.7919 97.7675 182.4750 101.8918
## 5 5009.5147 1029.7526 781.4004 1474.6466 2353.5070 1208.2499 1450.7136
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V898 V899 V900 V901 V902 V903 V904 V905
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.0710 14.5892 9.1943 4.9427 7.5715 6.7801 12.0202 6.1461
## 3 18.1497 5.9109 4.6870 17.8076 8.9098 8.5529 14.4417 3.9121
## 4 208.8960 127.8832 120.9989 134.1924 93.4520 85.2899 142.6749 140.7147
## 5 1913.5618 1011.6478 635.5471 698.4028 1022.1673 1962.6258 997.8156 1195.3415
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V906 V907 V908 V909 V910 V911 V912 V913
## 1 0.0000 0.0000 0.4274 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.0493 2.4282 15.0035 6.2314 1.7686 7.9324 19.2157 9.9426
## 3 1.5067 0.0000 6.3679 1.9439 6.0178 4.4930 5.0508 2.9792
## 4 116.7848 87.6811 55.8029 82.6116 98.9433 128.1958 66.1995 63.5678
## 5 1450.6726 1054.2291 880.9736 654.4794 902.6696 1071.0736 930.8730 900.9332
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V914 V915 V916 V917 V918 V919 V920 V921
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000
## 2 11.3696 53.9971 10.9617 5.7321 11.9235 16.000 8.2907 6.4896
## 3 9.2683 40.2536 6.5399 10.0890 8.5515 12.800 13.0753 2.1733
## 4 96.1976 67.6206 93.7227 82.0385 110.8406 82.624 88.1191 89.7062
## 5 482.1764 1059.7207 771.1403 802.9208 1027.5934 746.000 684.4133 951.0358
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000
## V922 V923 V924 V925 V926 V927 V928 V929
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.4815
## 2 6.9534 17.2557 6.5615 7.3280 2.5176 15.4051 9.9046 0.4237
## 3 1.6498 5.1378 6.9631 5.9517 6.5309 8.6157 5.9965 2.9466
## 4 124.3826 89.9123 83.6066 106.4588 97.5649 104.3632 69.5512 79.7882
## 5 894.7368 967.5716 781.5574 1106.6398 586.0279 547.5324 841.6961 843.0429
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V930 V931 V932 V933 V934 V935 V936 V937
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.3991 6.6022 2.7115 2.9429 13.1333 15.4363 3.6433 7.5335
## 3 0.6635 1.0525 2.0735 6.2536 12.4443 10.1123 2.6524 4.7314
## 4 78.0802 150.9559 102.3558 89.5413 116.9843 63.4182 77.0947 61.3951
## 5 874.0317 1037.2213 780.2855 629.0378 887.5825 1312.0429 618.0718 1048.8826
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V938 V939 V940 V941 V942 V943 V944 V945
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.8152 10.3270 6.7667 13.5425 11.0891 3.0560 2.2834 9.4801
## 3 9.6535 3.4758 7.4869 4.0958 6.8000 5.4035 1.5578 13.2776
## 4 65.6650 84.6522 171.2228 129.6639 126.7263 111.5591 95.6039 138.3311
## 5 1514.3063 732.4916 1579.8950 847.1964 877.4071 1259.1369 1267.1788 1974.3418
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V946 V947 V948 V949 V950 V951 V952 V953
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.8406 6.2212 4.5596 13.0900 0.0000 7.4987 8.3719 7.1791
## 3 1.7264 7.3031 2.7378 7.8381 3.8222 6.7795 7.8685 4.9610
## 4 74.1145 66.2609 146.7464 43.2364 79.8414 102.3903 112.7081 83.6289
## 5 647.7617 1034.2084 1138.9029 949.7353 1114.8071 709.1486 808.3638 1432.2041
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V954 V955 V956 V957 V958 V959 V960 V961
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.3848 1.0469 3.3611 14.5225 3.2589 7.5862 7.1202 15.7974
## 3 0.0000 0.8799 1.6389 21.7035 6.8229 8.7282 1.1017 8.1995
## 4 122.8206 82.3828 68.7056 93.9447 65.8529 55.2467 98.0678 141.1484
## 5 1324.2961 825.3051 1123.8889 918.0328 810.8992 637.0053 994.8613 852.0452
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V962 V963 V964 V965 V966 V967 V968 V969
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 8.6889 9.3461 8.6954 7.8496 7.8594 4.6948 4.5513 3.4254
## 3 8.8192 6.1822 6.5537 5.6238 9.0521 6.7759 3.9852 2.0790
## 4 74.1857 255.9990 100.2813 104.5109 86.5510 75.8705 74.7838 132.9101
## 5 684.4463 955.9626 1153.5073 1106.1708 1003.5603 553.8714 1386.0496 1244.8409
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V970 V971 V972 V973 V974 V975 V976 V977
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.9208 18.4332 4.0594 25.7272 6.3797 5.0094 1.4972 10.7307
## 3 11.1210 10.7954 12.1474 10.0300 5.9454 4.2033 1.4675 8.7888
## 4 505.2826 94.3747 126.3207 213.9814 70.3413 77.0577 121.4576 136.1011
## 5 941.0319 583.6128 1411.5377 2202.2236 2056.5372 1241.3992 940.9314 1211.7117
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V978 V979 V980 V981 V982 V983 V984 V985
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.0713 0.0000 16.3021 0.0857 0.4548 0.0000 2.6110 0.0000
## 3 0.5271 5.6013 6.1570 3.5212 2.2204 2.9989 1.5927 8.4175
## 4 195.4343 152.9809 80.6570 93.9405 134.1091 42.1892 297.0092 216.1223
## 5 1621.0097 1007.5267 601.5824 651.4878 1061.5302 1609.3965 1824.8674 1481.4815
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V986 V987 V988 V989 V990 V991 V992 V993
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.3190 12.9604 10.9202 16.6243 6.8786 13.4926 15.3551 11.0135
## 3 9.1384 8.6066 3.1849 16.9392 6.1977 8.0417 11.2637 1.5388
## 4 78.9413 79.2384 63.2982 89.3146 78.6134 80.0876 70.1456 67.3594
## 5 1686.9844 1498.9048 860.1307 616.9154 926.1983 574.0252 875.9574 612.2734
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V994 V995 V996 V997 V998 V999 V1000 V1001
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.9264 32.0667 11.6943 16.7637 6.9665 8.9147 4.0041 2.7777
## 3 7.5249 13.9643 7.8840 4.6058 4.9257 6.2369 3.5687 0.6097
## 4 105.0974 80.4180 69.0248 151.6459 93.1275 67.4861 129.3915 97.2054
## 5 761.9952 1129.1686 644.2018 898.4268 668.2651 824.0569 2080.6390 847.3469
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1002 V1003 V1004 V1005 V1006 V1007 V1008 V1009
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 5.1048 4.9633 10.5875 9.1547 8.5901 6.4714 6.2982
## 3 3.9980 7.4436 3.2936 7.3679 10.5233 2.3721 11.8649 7.7789
## 4 88.3304 90.2390 88.3624 98.6558 97.7191 98.6449 100.8050 95.1460
## 5 897.0470 848.4848 677.9817 1030.2704 742.8444 978.6845 1022.3614 1405.6309
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1010 V1011 V1012 V1013 V1014 V1015 V1016 V1017
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.7135 7.3851 10.5106 13.2816 13.0868 11.8934 2.5504 5.3762
## 3 0.7170 4.6399 4.6688 10.0150 13.5399 11.0668 10.9498 6.7597
## 4 104.6854 73.3234 111.9273 103.6373 60.1803 96.9086 69.5225 113.4628
## 5 1049.6798 913.0224 1006.4397 755.2605 769.3928 1007.2981 1127.4512 695.3883
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1018 V1019 V1020 V1021 V1022 V1023 V1024 V1025
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.1576 14.1620 7.8301 6.2799 1.2549 24.6974 11.6910 14.6549
## 3 6.0837 21.1488 3.4138 5.1665 1.1920 10.2728 2.9189 4.6414
## 4 101.9458 57.7919 101.8006 141.4698 129.4521 83.1250 114.6254 76.4469
## 5 1137.2273 921.8456 679.9407 1793.1842 906.7552 1004.9603 763.7551 871.1649
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1026 V1027 V1028 V1029 V1030 V1031 V1032 V1033
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 10.0554 2.3355 13.4891 2.5185 2.5335 0.0000 1.5032 15.6181
## 3 8.9061 2.0787 4.2597 3.0268 3.7479 5.7093 4.2933 5.6004
## 4 97.6079 93.3628 107.2538 103.1932 95.9003 184.2677 84.4595 88.2366
## 5 1018.0863 613.1621 767.2931 884.4732 760.0503 1633.4946 765.5299 1203.9865
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1034 V1035 V1036 V1037 V1038 V1039 V1040
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.2598 6.1041 12.8272 17.3859 5.2124 2.7500 3.1941
## 3 12.6338 1.4241 6.4770 10.3766 2.4572 3.6379 2.9930
## 4 73.6296 113.3187 116.1305 136.1160 137.1121 161.4734 214.2356
## 5 809.6010 1154.9561 1102.9316 1012.3694 1683.4808 1077.6394 1370.4563
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1041 V1042 V1043 V1044 V1045 V1046 V1047 V1048
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 18.4343 2.5594 17.4679 9.1604 5.5681 5.6087 16.0926
## 3 7.8622 15.1504 0.7187 6.1027 6.1941 5.7234 5.0389 9.8058
## 4 118.3677 171.7235 86.6671 124.5274 87.4093 64.7354 125.3935 170.5050
## 5 1080.4942 1708.4661 1255.5002 1295.6826 1867.0369 860.2682 1645.1893 719.0029
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1049 V1050 V1051 V1052 V1053 V1054 V1055 V1056
## 1 0.0000 0.0000 0.4829 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.5621 7.4565 0.6809 10.8893 9.1431 7.7236 0.0000 3.8778
## 3 3.4048 6.0408 3.6653 13.9297 9.2705 6.1361 2.7362 8.5910
## 4 94.8375 73.0084 70.4382 80.6722 104.5113 73.7211 102.9870 135.4084
## 5 978.7038 799.3401 1187.0095 854.1882 354.8159 1161.6968 591.4118 1052.3691
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1057 V1058 V1059 V1060 V1061 V1062 V1063 V1064
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.0039 1.0675 0.0000 0.0000 11.3824 15.1744 4.7404 2.6610
## 3 3.3725 10.8491 0.0000 2.1019 15.7494 29.2482 8.4385 11.1426
## 4 91.1795 110.8193 57.7192 98.8544 209.0568 75.3572 73.3147 64.7814
## 5 1603.6442 989.0765 1417.6540 950.0788 2133.7209 907.7150 887.3802 1730.0613
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1065 V1066 V1067 V1068 V1069 V1070 V1071 V1072
## 1 0.0000 0.0000 0.0000 0.0000 0.3337 0.0000 0.0000 0.0000
## 2 6.6466 8.9102 2.3873 3.3693 13.2724 14.3921 14.2682 15.1737
## 3 4.2853 14.8943 7.7713 2.1892 1.8062 6.6989 12.1544 20.0895
## 4 51.3802 92.2149 114.6592 107.0358 121.5528 57.6210 114.9179 99.6658
## 5 1235.5835 698.3871 1135.7848 1211.7584 1129.2910 651.8109 1065.5973 786.0526
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1073 V1074 V1075 V1076 V1077 V1078 V1079 V1080
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.7712 6.5032 7.0834 7.8757 7.0491 3.0830 53.7355 2.3428
## 3 11.7661 2.9905 9.2334 2.7671 17.7571 4.8487 36.5237 1.7140
## 4 116.1527 85.0844 113.0654 46.2537 81.4884 119.5000 66.8320 75.4919
## 5 1853.0465 1402.9536 716.9766 796.0834 1218.6047 1093.8874 679.6247 835.6998
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1081 V1082 V1083 V1084 V1085 V1086 V1087 V1088
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.8428 1.0744 9.4223 6.4453 7.6118 5.9391 2.2296 0.0000
## 3 1.0758 2.7221 6.5671 2.0214 3.9776 2.6631 13.4331 6.7771
## 4 117.8818 130.9719 107.6882 114.7083 73.9611 126.6703 71.7909 109.9378
## 5 1445.3735 1260.8200 612.5440 1112.3164 514.0728 1707.5269 708.0502 1960.8476
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1089 V1090 V1091 V1092 V1093 V1094 V1095 V1096
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.7521 11.3901 6.4150 4.8111 5.2652 4.5029 7.7415 4.2825
## 3 5.3034 7.1771 5.6648 9.2227 5.7845 3.7824 5.7558 8.3241
## 4 256.2512 91.9145 79.1862 64.8615 111.4144 159.4633 159.4631 96.7742
## 5 1230.7150 776.1097 877.0563 1155.4516 1099.4475 1537.8242 1365.6269 1196.5146
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1097 V1098 V1099 V1100 V1101 V1102 V1103 V1104
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.6366 4.3059 5.2829 7.8621 7.8383 9.3930 5.5296 12.0338
## 3 6.6045 4.9981 2.0623 27.6728 3.3358 11.3456 10.9140 15.2805
## 4 78.6506 116.8366 162.7177 110.0897 190.9293 188.8682 67.1396 285.4349
## 5 1163.1912 1036.4719 920.6865 755.9254 1503.2454 1117.6518 752.5813 1286.5679
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1105 V1106 V1107 V1108 V1109 V1110 V1111 V1112
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.4649 8.0479 10.4326 6.8563 14.8728 9.9332 17.2950 9.7252
## 3 4.6805 13.7825 10.0974 11.2410 6.8809 5.0207 23.1124 4.0130
## 4 211.8421 170.5626 93.3403 70.5843 72.7778 120.9068 166.0144 69.9783
## 5 1575.8145 796.8094 907.0912 1698.0352 664.3240 665.9243 1334.7804 1295.7339
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1113 V1114 V1115 V1116 V1117 V1118 V1119
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 10.2280 9.9627 2.7465 0.0000 1.6215 17.0874 4.4066
## 3 10.4017 4.9515 1.6304 2.4597 8.4187 8.4668 5.8782
## 4 79.8806 116.7785 50.5485 76.9942 103.6998 131.4029 89.2642
## 5 1173.7242 2941.0887 1084.9405 1495.0191 1650.1004 1381.4863 620.2532
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1120 V1121 V1122 V1123 V1124 V1125 V1126 V1127
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.3568 6.7808 9.7783 3.0737 0.6594 0.9424 14.3605 3.1231
## 3 3.1257 2.1723 3.3833 8.1103 3.2776 6.8182 7.4766 2.0821
## 4 79.0899 90.5908 50.6453 91.8704 174.8622 79.6378 116.2669 144.9050
## 5 1081.5962 1041.3820 767.6347 947.9368 882.8740 976.3489 1887.6950 991.4115
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1128 V1129 V1130 V1131 V1132 V1133 V1134 V1135
## 1 0.0000 0.3549 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.9110 4.9539 2.3791 3.3452 1.1723 8.3488 9.4919 8.8401
## 3 5.0502 6.7566 2.0267 8.1490 1.9539 9.3639 8.9433 14.2147
## 4 301.7307 175.5820 148.0796 163.9635 158.0070 115.0915 133.0261 198.5050
## 5 1023.1914 742.7253 634.4381 1322.2354 1037.1239 626.0751 627.2482 1340.0576
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1136 V1137 V1138 V1139 V1140 V1141 V1142 V1143
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.3334 0.0000
## 2 4.8808 4.0187 12.4086 11.7858 7.9335 2.9369 11.8210 7.6454
## 3 18.0365 4.9700 10.0633 14.8253 13.9781 4.4053 13.1811 13.1371
## 4 274.7321 65.0824 55.3544 89.9263 136.1088 81.3216 136.0213 214.6517
## 5 1034.6857 1068.5393 746.0674 497.5954 619.5693 932.9418 562.7136 517.0432
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1144 V1145 V1146 V1147 V1148 V1149 V1150 V1151
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.0390 1.0848 0.0000 0.5095 1.2173 1.2667 4.5479 2.0161
## 3 3.7532 4.4912 4.8019 0.0000 2.9624 3.6899 6.3020 0.0000
## 4 112.6416 122.4585 120.4584 101.2865 100.3083 278.5626 206.4376 46.5054
## 5 751.6883 1083.2594 1769.7261 924.2135 1021.4211 1643.3980 1236.4376 895.1613
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1152 V1153 V1154 V1155 V1156 V1157 V1158
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.8356 0.0000 12.7565 0.0000 1.3888 0.0000 4.2985
## 3 2.8168 16.8146 8.3286 8.7236 3.4558 4.8780 12.6507
## 4 83.3396 57.4124 78.4259 172.4839 118.3205 122.5923 111.4266
## 5 2064.5313 1333.3333 444.6060 1504.5914 1019.3783 1456.4460 1512.2411
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1159 V1160 V1161 V1162 V1163 V1164 V1165 V1166
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 0.0000 17.7894 6.1502 1.2666 2.6909 7.6407 6.6832
## 3 4.1973 10.6157 14.1288 7.9343 5.9604 5.5100 14.3400 14.4086
## 4 105.3987 69.0018 117.0300 150.6834 114.7737 80.3537 178.6119 145.0083
## 5 1014.6905 1396.2117 1326.1002 948.8785 726.1316 1083.5469 1476.0483 654.2597
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1167 V1168 V1169 V1170 V1171 V1172 V1173 V1174
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.6430 3.6026 18.5194 6.9061 5.5078 0.0000 8.9719 11.2026
## 3 7.4005 6.7646 14.0220 6.1527 9.4006 4.0775 27.8568 4.0046
## 4 138.4871 115.3866 129.0433 114.3194 140.5694 171.6565 201.2174 211.5625
## 5 813.9704 966.3067 712.9902 876.9463 758.2565 1264.5260 1373.9130 2671.9047
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1175 V1176 V1177 V1178 V1179 V1180 V1181 V1182
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.0842 0.8263 2.6183 8.8737 0.0000 0.0000 1.1144 0.7194
## 3 2.2519 1.2603 5.0428 4.3892 6.1736 2.5548 7.5978 1.4388
## 4 115.3378 158.3599 124.6327 106.3475 55.7521 44.3768 79.9746 90.1151
## 5 1035.0292 716.5363 1150.5183 946.2232 1456.0133 923.1326 1364.9151 1276.2590
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1183 V1184 V1185 V1186 V1187 V1188 V1189 V1190
## 1 0.0000 2.0203 0.0000 0.0000 0.0000 0.0000 0.0000 0.4618
## 2 32.8778 8.0309 1.3386 22.7549 8.2756 3.7773 1.9987 20.0732
## 3 30.2518 11.1624 10.5263 29.2370 8.0352 11.1332 5.1077 33.8820
## 4 138.3915 106.5530 69.6501 108.2984 99.8262 106.0139 111.4812 72.5789
## 5 1326.0578 667.7240 923.0301 669.1425 1161.0688 1224.1551 660.0044 964.3347
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1191 V1192 V1193 V1194 V1195 V1196 V1197 V1198
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.4254
## 2 8.0917 0.0000 8.1947 13.6794 15.4456 5.1744 21.1100 11.0634
## 3 3.9257 4.9261 9.7406 16.5440 11.6848 3.0139 34.7311 10.6295
## 4 87.2149 134.6360 145.9720 151.7214 138.8580 113.4210 140.1610 125.2999
## 5 489.1510 1008.2102 968.0794 982.9172 696.6598 1157.7041 620.7605 1098.6814
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1199 V1200 V1201 V1202 V1203 V1204 V1205 V1206
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 17.6410 3.7825 11.6929 5.9842 4.2633 0.3992 4.3126 0.0000
## 3 29.0049 10.4263 23.2449 3.7363 9.1814 14.3720 10.8828 3.0792
## 4 76.7614 138.8984 94.8112 120.6865 61.8801 135.6241 136.1288 29.9974
## 5 752.1102 836.8498 591.1258 896.1118 1144.9637 1570.1445 2886.3965 1721.8816
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1207 V1208 V1209 V1210 V1211 V1212 V1213
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.5624 0.0000 0.0000 14.3858 22.3240 2.2638 6.8865
## 3 14.3711 6.3091 3.2580 21.4409 27.2744 7.2933 24.7795
## 4 128.3151 53.6278 42.2643 137.7756 64.1427 85.0461 167.5511
## 5 697.6744 1245.2681 1877.4180 652.7559 722.7208 1140.2801 1003.5668
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000mrnaIDs <- read.delim("E:/PersonalDevelopment/CourseraBigdata/gdac.broadinstitute.org_BRCA.Merge_rnaseqv2__illuminahiseq_rnaseqv2__unc_edu__Level_3__RSEM_genes_normalized__data.Level_3.2016012800.0.0/BRCARN~1.TXT", header = F, fill = T, nrows = 1 )
head(mrnaIDs)## V1 V2 V3
## 1 Hybridization REF TCGA-3C-AAAU-01A-11R-A41B-07 TCGA-3C-AALI-01A-11R-A41B-07
## V4 V5
## 1 TCGA-3C-AALJ-01A-31R-A41B-07 TCGA-3C-AALK-01A-11R-A41B-07
## V6 V7
## 1 TCGA-4H-AAAK-01A-12R-A41B-07 TCGA-5L-AAT0-01A-12R-A41B-07
## V8 V9
## 1 TCGA-5L-AAT1-01A-12R-A41B-07 TCGA-5T-A9QA-01A-11R-A41B-07
## V10 V11
## 1 TCGA-A1-A0SB-01A-11R-A144-07 TCGA-A1-A0SD-01A-11R-A115-07
## V12 V13
## 1 TCGA-A1-A0SE-01A-11R-A084-07 TCGA-A1-A0SF-01A-11R-A144-07
## V14 V15
## 1 TCGA-A1-A0SG-01A-11R-A144-07 TCGA-A1-A0SH-01A-11R-A084-07
## V16 V17
## 1 TCGA-A1-A0SI-01A-11R-A144-07 TCGA-A1-A0SJ-01A-11R-A084-07
## V18 V19
## 1 TCGA-A1-A0SK-01A-12R-A084-07 TCGA-A1-A0SM-01A-11R-A084-07
## V20 V21
## 1 TCGA-A1-A0SN-01A-11R-A144-07 TCGA-A1-A0SO-01A-22R-A084-07
## V22 V23
## 1 TCGA-A1-A0SP-01A-11R-A084-07 TCGA-A1-A0SQ-01A-21R-A144-07
## V24 V25
## 1 TCGA-A2-A04N-01A-11R-A115-07 TCGA-A2-A04P-01A-31R-A034-07
## V26 V27
## 1 TCGA-A2-A04Q-01A-21R-A034-07 TCGA-A2-A04R-01A-41R-A109-07
## V28 V29
## 1 TCGA-A2-A04T-01A-21R-A034-07 TCGA-A2-A04U-01A-11R-A115-07
## V30 V31
## 1 TCGA-A2-A04V-01A-21R-A034-07 TCGA-A2-A04W-01A-31R-A115-07
## V32 V33
## 1 TCGA-A2-A04X-01A-21R-A034-07 TCGA-A2-A04Y-01A-21R-A034-07
## V34 V35
## 1 TCGA-A2-A0CK-01A-11R-A22K-07 TCGA-A2-A0CL-01A-11R-A115-07
## V36 V37
## 1 TCGA-A2-A0CM-01A-31R-A034-07 TCGA-A2-A0CO-01A-13R-A22K-07
## V38 V39
## 1 TCGA-A2-A0CP-01A-11R-A034-07 TCGA-A2-A0CQ-01A-21R-A034-07
## V40 V41
## 1 TCGA-A2-A0CR-01A-11R-A22K-07 TCGA-A2-A0CS-01A-11R-A115-07
## V42 V43
## 1 TCGA-A2-A0CT-01A-31R-A056-07 TCGA-A2-A0CU-01A-12R-A034-07
## V44 V45
## 1 TCGA-A2-A0CV-01A-31R-A115-07 TCGA-A2-A0CW-01A-21R-A115-07
## V46 V47
## 1 TCGA-A2-A0CX-01A-21R-A00Z-07 TCGA-A2-A0CY-01A-12R-A034-07
## V48 V49
## 1 TCGA-A2-A0CZ-01A-11R-A034-07 TCGA-A2-A0D0-01A-11R-A00Z-07
## V50 V51
## 1 TCGA-A2-A0D1-01A-11R-A034-07 TCGA-A2-A0D2-01A-21R-A034-07
## V52 V53
## 1 TCGA-A2-A0D3-01A-11R-A115-07 TCGA-A2-A0D4-01A-11R-A00Z-07
## V54 V55
## 1 TCGA-A2-A0EM-01A-11R-A034-07 TCGA-A2-A0EN-01A-13R-A084-07
## V56 V57
## 1 TCGA-A2-A0EO-01A-11R-A034-07 TCGA-A2-A0EP-01A-52R-A22U-07
## V58 V59
## 1 TCGA-A2-A0EQ-01A-11R-A034-07 TCGA-A2-A0ER-01A-21R-A034-07
## V60 V61
## 1 TCGA-A2-A0ES-01A-11R-A115-07 TCGA-A2-A0ET-01A-31R-A034-07
## V62 V63
## 1 TCGA-A2-A0EU-01A-22R-A056-07 TCGA-A2-A0EV-01A-11R-A034-07
## V64 V65
## 1 TCGA-A2-A0EW-01A-21R-A115-07 TCGA-A2-A0EX-01A-21R-A034-07
## V66 V67
## 1 TCGA-A2-A0EY-01A-11R-A034-07 TCGA-A2-A0ST-01A-12R-A084-07
## V68 V69
## 1 TCGA-A2-A0SU-01A-11R-A084-07 TCGA-A2-A0SV-01A-11R-A084-07
## V70 V71
## 1 TCGA-A2-A0SW-01A-11R-A084-07 TCGA-A2-A0SX-01A-12R-A084-07
## V72 V73
## 1 TCGA-A2-A0SY-01A-31R-A084-07 TCGA-A2-A0T0-01A-22R-A084-07
## V74 V75
## 1 TCGA-A2-A0T1-01A-21R-A084-07 TCGA-A2-A0T2-01A-11R-A084-07
## V76 V77
## 1 TCGA-A2-A0T3-01A-21R-A115-07 TCGA-A2-A0T4-01A-31R-A084-07
## V78 V79
## 1 TCGA-A2-A0T5-01A-21R-A084-07 TCGA-A2-A0T6-01A-11R-A084-07
## V80 V81
## 1 TCGA-A2-A0T7-01A-21R-A084-07 TCGA-A2-A0YC-01A-11R-A109-07
## V82 V83
## 1 TCGA-A2-A0YD-01A-11R-A109-07 TCGA-A2-A0YE-01A-11R-A109-07
## V84 V85
## 1 TCGA-A2-A0YF-01A-21R-A109-07 TCGA-A2-A0YG-01A-21R-A109-07
## V86 V87
## 1 TCGA-A2-A0YH-01A-11R-A109-07 TCGA-A2-A0YI-01A-31R-A10J-07
## V88 V89
## 1 TCGA-A2-A0YJ-01A-11R-A109-07 TCGA-A2-A0YK-01A-22R-A109-07
## V90 V91
## 1 TCGA-A2-A0YL-01A-21R-A109-07 TCGA-A2-A0YM-01A-11R-A109-07
## V92 V93
## 1 TCGA-A2-A0YT-01A-11R-A109-07 TCGA-A2-A1FV-01A-11R-A13Q-07
## V94 V95
## 1 TCGA-A2-A1FW-01A-11R-A13Q-07 TCGA-A2-A1FX-01A-11R-A13Q-07
## V96 V97
## 1 TCGA-A2-A1FZ-01A-51R-A14D-07 TCGA-A2-A1G0-01A-11R-A13Q-07
## V98 V99
## 1 TCGA-A2-A1G1-01A-21R-A13Q-07 TCGA-A2-A1G4-01A-11R-A13Q-07
## V100 V101
## 1 TCGA-A2-A1G6-01A-11R-A13Q-07 TCGA-A2-A259-01A-11R-A16F-07
## V102 V103
## 1 TCGA-A2-A25A-01A-12R-A16F-07 TCGA-A2-A25B-01A-11R-A169-07
## V104 V105
## 1 TCGA-A2-A25C-01A-11R-A169-07 TCGA-A2-A25D-01A-12R-A16F-07
## V106 V107
## 1 TCGA-A2-A25E-01A-11R-A169-07 TCGA-A2-A25F-01A-11R-A169-07
## V108 V109
## 1 TCGA-A2-A3KC-01A-11R-A213-07 TCGA-A2-A3KD-01A-12R-A213-07
## V110 V111
## 1 TCGA-A2-A3XS-01A-11R-A22U-07 TCGA-A2-A3XT-01A-11R-A22U-07
## V112 V113
## 1 TCGA-A2-A3XU-01A-12R-A22U-07 TCGA-A2-A3XV-01A-21R-A239-07
## V114 V115
## 1 TCGA-A2-A3XW-01A-11R-A239-07 TCGA-A2-A3XX-01A-21R-A239-07
## V116 V117
## 1 TCGA-A2-A3XY-01A-11R-A239-07 TCGA-A2-A3XZ-01A-42R-A239-07
## V118 V119
## 1 TCGA-A2-A3Y0-01A-11R-A239-07 TCGA-A2-A4RW-01A-21R-A266-07
## V120 V121
## 1 TCGA-A2-A4RX-01A-11R-A266-07 TCGA-A2-A4RY-01A-31R-A266-07
## V122 V123
## 1 TCGA-A2-A4S0-01A-21R-A266-07 TCGA-A2-A4S1-01A-21R-A266-07
## V124 V125
## 1 TCGA-A2-A4S2-01A-12R-A266-07 TCGA-A2-A4S3-01A-21R-A266-07
## V126 V127
## 1 TCGA-A7-A0CD-01A-11R-A00Z-07 TCGA-A7-A0CE-11A-21R-A089-07
## V128 V129
## 1 TCGA-A7-A0CE-01A-11R-A00Z-07 TCGA-A7-A0CG-01A-12R-A056-07
## V130 V131
## 1 TCGA-A7-A0CH-11A-32R-A089-07 TCGA-A7-A0CH-01A-21R-A00Z-07
## V132 V133
## 1 TCGA-A7-A0CJ-01A-21R-A00Z-07 TCGA-A7-A0D9-11A-53R-A089-07
## V134 V135
## 1 TCGA-A7-A0D9-01A-31R-A056-07 TCGA-A7-A0DA-01A-31R-A115-07
## V136 V137
## 1 TCGA-A7-A0DB-11A-33R-A089-07 TCGA-A7-A0DB-01A-11R-A00Z-07
## V138 V139
## 1 TCGA-A7-A13D-01A-13R-A12P-07 TCGA-A7-A13E-11A-61R-A12P-07
## V140 V141
## 1 TCGA-A7-A13E-01A-11R-A12P-07 TCGA-A7-A13F-11A-42R-A12P-07
## V142 V143
## 1 TCGA-A7-A13F-01A-11R-A12P-07 TCGA-A7-A13G-11A-51R-A13Q-07
## V144 V145
## 1 TCGA-A7-A13G-01A-11R-A13Q-07 TCGA-A7-A13H-01A-11R-A22K-07
## V146 V147
## 1 TCGA-A7-A26E-01A-11R-A169-07 TCGA-A7-A26F-01A-21R-A169-07
## V148 V149
## 1 TCGA-A7-A26G-01A-21R-A169-07 TCGA-A7-A26H-01A-11R-A169-07
## V150 V151
## 1 TCGA-A7-A26I-01A-11R-A169-07 TCGA-A7-A26J-01A-11R-A169-07
## V152 V153
## 1 TCGA-A7-A2KD-01A-31R-A21T-07 TCGA-A7-A3IY-01A-21R-A21T-07
## V154 V155
## 1 TCGA-A7-A3IZ-01A-11R-A213-07 TCGA-A7-A3J0-01A-11R-A213-07
## V156 V157
## 1 TCGA-A7-A3J1-01A-11R-A213-07 TCGA-A7-A3RF-01A-11R-A22K-07
## V158 V159
## 1 TCGA-A7-A425-01A-11R-A24H-07 TCGA-A7-A426-01A-22R-A24H-07
## V160 V161
## 1 TCGA-A7-A4SA-01A-11R-A266-07 TCGA-A7-A4SB-01A-21R-A266-07
## V162 V163
## 1 TCGA-A7-A4SC-01A-12R-A266-07 TCGA-A7-A4SD-01A-11R-A266-07
## V164 V165
## 1 TCGA-A7-A4SE-01A-11R-A266-07 TCGA-A7-A4SF-01A-11R-A266-07
## V166 V167
## 1 TCGA-A7-A56D-01A-11R-A27Q-07 TCGA-A7-A5ZV-01A-11R-A28M-07
## V168 V169
## 1 TCGA-A7-A5ZW-01A-12R-A29R-07 TCGA-A7-A5ZX-01A-12R-A29R-07
## V170 V171
## 1 TCGA-A7-A6VV-01A-22R-A33J-07 TCGA-A7-A6VW-01A-21R-A33J-07
## V172 V173
## 1 TCGA-A7-A6VX-01A-12R-A33J-07 TCGA-A7-A6VY-01A-12R-A33J-07
## V174 V175
## 1 TCGA-A8-A06N-01A-11R-A00Z-07 TCGA-A8-A06O-01A-11R-A00Z-07
## V176 V177
## 1 TCGA-A8-A06P-01A-11R-A00Z-07 TCGA-A8-A06Q-01A-11R-A034-07
## V178 V179
## 1 TCGA-A8-A06R-01A-11R-A00Z-07 TCGA-A8-A06T-01A-11R-A00Z-07
## V180 V181
## 1 TCGA-A8-A06U-01A-11R-A00Z-07 TCGA-A8-A06X-01A-21R-A00Z-07
## V182 V183
## 1 TCGA-A8-A06Y-01A-21R-A00Z-07 TCGA-A8-A06Z-01A-11R-A00Z-07
## V184 V185
## 1 TCGA-A8-A075-01A-11R-A084-07 TCGA-A8-A076-01A-21R-A00Z-07
## V186 V187
## 1 TCGA-A8-A079-01A-21R-A00Z-07 TCGA-A8-A07B-01A-11R-A00Z-07
## V188 V189
## 1 TCGA-A8-A07C-01A-11R-A034-07 TCGA-A8-A07E-01A-11R-A034-07
## V190 V191
## 1 TCGA-A8-A07F-01A-11R-A00Z-07 TCGA-A8-A07G-01A-11R-A034-07
## V192 V193
## 1 TCGA-A8-A07I-01A-11R-A00Z-07 TCGA-A8-A07J-01A-11R-A00Z-07
## V194 V195
## 1 TCGA-A8-A07L-01A-11R-A00Z-07 TCGA-A8-A07O-01A-11R-A00Z-07
## V196 V197
## 1 TCGA-A8-A07P-01A-11R-A00Z-07 TCGA-A8-A07R-01A-21R-A034-07
## V198 V199
## 1 TCGA-A8-A07S-01A-11R-A034-07 TCGA-A8-A07U-01A-11R-A034-07
## V200 V201
## 1 TCGA-A8-A07W-01A-11R-A00Z-07 TCGA-A8-A07Z-01A-11R-A00Z-07
## V202 V203
## 1 TCGA-A8-A081-01A-11R-A00Z-07 TCGA-A8-A082-01A-11R-A00Z-07
## V204 V205
## 1 TCGA-A8-A083-01A-21R-A00Z-07 TCGA-A8-A084-01A-21R-A00Z-07
## V206 V207
## 1 TCGA-A8-A085-01A-11R-A00Z-07 TCGA-A8-A086-01A-11R-A00Z-07
## V208 V209
## 1 TCGA-A8-A08A-01A-11R-A32Y-07 TCGA-A8-A08B-01A-11R-A00Z-07
## V210 V211
## 1 TCGA-A8-A08C-01A-11R-A00Z-07 TCGA-A8-A08F-01A-11R-A00Z-07
## V212 V213
## 1 TCGA-A8-A08G-01A-11R-A00Z-07 TCGA-A8-A08H-01A-21R-A00Z-07
## V214 V215
## 1 TCGA-A8-A08I-01A-11R-A00Z-07 TCGA-A8-A08J-01A-11R-A00Z-07
## V216 V217
## 1 TCGA-A8-A08L-01A-11R-A00Z-07 TCGA-A8-A08O-01A-21R-A056-07
## V218 V219
## 1 TCGA-A8-A08P-01A-11R-A00Z-07 TCGA-A8-A08R-01A-11R-A034-07
## V220 V221
## 1 TCGA-A8-A08S-01A-11R-A034-07 TCGA-A8-A08T-01A-21R-A00Z-07
## V222 V223
## 1 TCGA-A8-A08X-01A-21R-A00Z-07 TCGA-A8-A08Z-01A-21R-A00Z-07
## V224 V225
## 1 TCGA-A8-A090-01A-11R-A00Z-07 TCGA-A8-A091-01A-11R-A00Z-07
## V226 V227
## 1 TCGA-A8-A092-01A-11R-A00Z-07 TCGA-A8-A093-01A-11R-A00Z-07
## V228 V229
## 1 TCGA-A8-A094-01A-11R-A00Z-07 TCGA-A8-A095-01A-11R-A00Z-07
## V230 V231
## 1 TCGA-A8-A096-01A-11R-A00Z-07 TCGA-A8-A097-01A-11R-A034-07
## V232 V233
## 1 TCGA-A8-A099-01A-11R-A00Z-07 TCGA-A8-A09A-01A-11R-A00Z-07
## V234 V235
## 1 TCGA-A8-A09B-01A-11R-A00Z-07 TCGA-A8-A09C-01A-11R-A00Z-07
## V236 V237
## 1 TCGA-A8-A09D-01A-11R-A00Z-07 TCGA-A8-A09E-01A-11R-A00Z-07
## V238 V239
## 1 TCGA-A8-A09G-01A-21R-A00Z-07 TCGA-A8-A09I-01A-22R-A034-07
## V240 V241
## 1 TCGA-A8-A09K-01A-11R-A00Z-07 TCGA-A8-A09M-01A-11R-A00Z-07
## V242 V243
## 1 TCGA-A8-A09N-01A-11R-A00Z-07 TCGA-A8-A09Q-01A-11R-A00Z-07
## V244 V245
## 1 TCGA-A8-A09R-01A-11R-A00Z-07 TCGA-A8-A09T-01A-11R-A00Z-07
## V246 V247
## 1 TCGA-A8-A09V-01A-11R-A034-07 TCGA-A8-A09W-01A-11R-A00Z-07
## V248 V249
## 1 TCGA-A8-A09X-01A-11R-A00Z-07 TCGA-A8-A09Z-01A-11R-A00Z-07
## V250 V251
## 1 TCGA-A8-A0A1-01A-11R-A00Z-07 TCGA-A8-A0A2-01A-11R-A034-07
## V252 V253
## 1 TCGA-A8-A0A4-01A-11R-A00Z-07 TCGA-A8-A0A6-01A-12R-A056-07
## V254 V255
## 1 TCGA-A8-A0A7-01A-11R-A00Z-07 TCGA-A8-A0A9-01A-11R-A00Z-07
## V256 V257
## 1 TCGA-A8-A0AB-01A-11R-A034-07 TCGA-A8-A0AD-01A-11R-A056-07
## V258 V259
## 1 TCGA-AC-A23C-01A-12R-A169-07 TCGA-AC-A23E-01A-11R-A157-07
## V260 V261
## 1 TCGA-AC-A23G-01A-11R-A213-07 TCGA-AC-A23H-11A-12R-A157-07
## V262 V263
## 1 TCGA-AC-A23H-01A-11R-A157-07 TCGA-AC-A2B8-01A-11R-A17B-07
## V264 V265
## 1 TCGA-AC-A2BK-01A-11R-A21T-07 TCGA-AC-A2BM-01A-11R-A21T-07
## V266 V267
## 1 TCGA-AC-A2FB-11A-13R-A17B-07 TCGA-AC-A2FB-01A-11R-A17B-07
## V268 V269
## 1 TCGA-AC-A2FE-01A-11R-A19W-07 TCGA-AC-A2FF-11A-13R-A17B-07
## V270 V271
## 1 TCGA-AC-A2FF-01A-11R-A17B-07 TCGA-AC-A2FG-01A-11R-A17B-07
## V272 V273
## 1 TCGA-AC-A2FK-01A-12R-A180-07 TCGA-AC-A2FM-11B-32R-A19W-07
## V274 V275
## 1 TCGA-AC-A2FM-01A-11R-A19W-07 TCGA-AC-A2FO-01A-11R-A180-07
## V276 V277
## 1 TCGA-AC-A2QH-01A-11R-A18M-07 TCGA-AC-A2QI-01A-12R-A19W-07
## V278 V279
## 1 TCGA-AC-A2QJ-01A-12R-A19W-07 TCGA-AC-A3BB-01A-21R-A19W-07
## V280 V281
## 1 TCGA-AC-A3EH-01A-22R-A22K-07 TCGA-AC-A3HN-01A-11R-A213-07
## V282 V283
## 1 TCGA-AC-A3OD-01A-11R-A21T-07 TCGA-AC-A3QP-01A-11R-A22U-07
## V284 V285
## 1 TCGA-AC-A3QQ-01A-11R-A22K-07 TCGA-AC-A3TM-01A-11R-A22K-07
## V286 V287
## 1 TCGA-AC-A3TN-01A-11R-A22K-07 TCGA-AC-A3W5-01A-11R-A22K-07
## V288 V289
## 1 TCGA-AC-A3W6-01A-12R-A22K-07 TCGA-AC-A3W7-01A-11R-A22K-07
## V290 V291
## 1 TCGA-AC-A3YI-01A-21R-A239-07 TCGA-AC-A3YJ-01A-11R-A22U-07
## V292 V293
## 1 TCGA-AC-A4ZE-01A-11R-A41B-07 TCGA-AC-A5EH-01A-11R-A28M-07
## V294 V295
## 1 TCGA-AC-A5XS-01A-11R-A29R-07 TCGA-AC-A5XU-01A-11R-A28M-07
## V296 V297
## 1 TCGA-AC-A62V-01A-11R-A31O-07 TCGA-AC-A62X-01A-11R-A29R-07
## V298 V299
## 1 TCGA-AC-A62Y-01A-11R-A29R-07 TCGA-AC-A6IV-01A-12R-A33J-07
## V300 V301
## 1 TCGA-AC-A6IW-01A-12R-A33J-07 TCGA-AC-A6IX-06A-11R-A32P-07
## V302 V303
## 1 TCGA-AC-A6IX-01A-12R-A32P-07 TCGA-AC-A6NO-01A-12R-A33J-07
## V304 V305
## 1 TCGA-AC-A7VB-01A-11R-A352-07 TCGA-AC-A7VC-01A-11R-A352-07
## V306 V307
## 1 TCGA-AC-A8OP-01A-11R-A36F-07 TCGA-AC-A8OQ-01A-11R-A41B-07
## V308 V309
## 1 TCGA-AC-A8OR-01A-21R-A41B-07 TCGA-AC-A8OS-01A-12R-A41B-07
## V310 V311
## 1 TCGA-AN-A03X-01A-21R-A00Z-07 TCGA-AN-A03Y-01A-21R-A00Z-07
## V312 V313
## 1 TCGA-AN-A041-01A-11R-A034-07 TCGA-AN-A046-01A-21R-A034-07
## V314 V315
## 1 TCGA-AN-A049-01A-21R-A00Z-07 TCGA-AN-A04A-01A-21R-A034-07
## V316 V317
## 1 TCGA-AN-A04C-01A-21R-A034-07 TCGA-AN-A04D-01A-21R-A034-07
## V318 V319
## 1 TCGA-AN-A0AJ-01A-11R-A00Z-07 TCGA-AN-A0AK-01A-21R-A00Z-07
## V320 V321
## 1 TCGA-AN-A0AL-01A-11R-A00Z-07 TCGA-AN-A0AM-01A-11R-A034-07
## V322 V323
## 1 TCGA-AN-A0AR-01A-11R-A00Z-07 TCGA-AN-A0AS-01A-11R-A00Z-07
## V324 V325
## 1 TCGA-AN-A0AT-01A-11R-A034-07 TCGA-AN-A0FD-01A-11R-A034-07
## V326 V327
## 1 TCGA-AN-A0FF-01A-11R-A034-07 TCGA-AN-A0FJ-01A-11R-A00Z-07
## V328 V329
## 1 TCGA-AN-A0FK-01A-11R-A034-07 TCGA-AN-A0FL-01A-11R-A034-07
## V330 V331
## 1 TCGA-AN-A0FN-01A-11R-A034-07 TCGA-AN-A0FS-01A-11R-A034-07
## V332 V333
## 1 TCGA-AN-A0FT-01A-11R-A034-07 TCGA-AN-A0FV-01A-11R-A00Z-07
## V334 V335
## 1 TCGA-AN-A0FW-01A-11R-A034-07 TCGA-AN-A0FX-01A-11R-A034-07
## V336 V337
## 1 TCGA-AN-A0FY-01A-11R-A034-07 TCGA-AN-A0FZ-01A-11R-A034-07
## V338 V339
## 1 TCGA-AN-A0G0-01A-11R-A034-07 TCGA-AN-A0XL-01A-11R-A10J-07
## V340 V341
## 1 TCGA-AN-A0XN-01A-21R-A109-07 TCGA-AN-A0XO-01A-11R-A109-07
## V342 V343
## 1 TCGA-AN-A0XP-01A-11R-A109-07 TCGA-AN-A0XR-01A-11R-A109-07
## V344 V345
## 1 TCGA-AN-A0XS-01A-22R-A109-07 TCGA-AN-A0XT-01A-11R-A109-07
## V346 V347
## 1 TCGA-AN-A0XU-01A-11R-A109-07 TCGA-AN-A0XV-01A-11R-A109-07
## V348 V349
## 1 TCGA-AN-A0XW-01A-11R-A109-07 TCGA-AO-A03L-01A-41R-A056-07
## V350 V351
## 1 TCGA-AO-A03M-01B-11R-A10J-07 TCGA-AO-A03N-01B-11R-A10J-07
## V352 V353
## 1 TCGA-AO-A03O-01A-11R-A00Z-07 TCGA-AO-A03P-01A-11R-A00Z-07
## V354 V355
## 1 TCGA-AO-A03R-01A-21R-A034-07 TCGA-AO-A03T-01A-21R-A034-07
## V356 V357
## 1 TCGA-AO-A03U-01B-21R-A10J-07 TCGA-AO-A03V-01A-11R-A115-07
## V358 V359
## 1 TCGA-AO-A0J2-01A-11R-A034-07 TCGA-AO-A0J3-01A-11R-A034-07
## V360 V361
## 1 TCGA-AO-A0J4-01A-11R-A034-07 TCGA-AO-A0J5-01A-11R-A034-07
## V362 V363
## 1 TCGA-AO-A0J6-01A-11R-A034-07 TCGA-AO-A0J7-01A-11R-A034-07
## V364 V365
## 1 TCGA-AO-A0J8-01A-21R-A034-07 TCGA-AO-A0J9-01A-11R-A034-07
## V366 V367
## 1 TCGA-AO-A0JA-01A-11R-A056-07 TCGA-AO-A0JB-01A-11R-A32Y-07
## V368 V369
## 1 TCGA-AO-A0JC-01A-11R-A056-07 TCGA-AO-A0JD-01A-11R-A056-07
## V370 V371
## 1 TCGA-AO-A0JE-01A-11R-A056-07 TCGA-AO-A0JF-01A-11R-A056-07
## V372 V373
## 1 TCGA-AO-A0JG-01A-31R-A084-07 TCGA-AO-A0JI-01A-21R-A056-07
## V374 V375
## 1 TCGA-AO-A0JJ-01A-11R-A056-07 TCGA-AO-A0JL-01A-11R-A056-07
## V376 V377
## 1 TCGA-AO-A0JM-01A-21R-A056-07 TCGA-AO-A124-01A-11R-A10J-07
## V378 V379
## 1 TCGA-AO-A125-01A-11R-A10J-07 TCGA-AO-A126-01A-11R-A10J-07
## V380 V381
## 1 TCGA-AO-A128-01A-11R-A10J-07 TCGA-AO-A129-01A-21R-A10J-07
## V382 V383
## 1 TCGA-AO-A12A-01A-21R-A115-07 TCGA-AO-A12B-01A-11R-A10J-07
## V384 V385
## 1 TCGA-AO-A12C-01A-11R-A10J-07 TCGA-AO-A12D-01A-11R-A115-07
## V386 V387
## 1 TCGA-AO-A12E-01A-11R-A10J-07 TCGA-AO-A12F-01A-11R-A115-07
## V388 V389
## 1 TCGA-AO-A12G-01A-11R-A10J-07 TCGA-AO-A12H-01A-11R-A115-07
## V390 V391
## 1 TCGA-AO-A1KO-01A-31R-A13Q-07 TCGA-AO-A1KP-01A-11R-A13Q-07
## V392 V393
## 1 TCGA-AO-A1KQ-01A-11R-A13Q-07 TCGA-AO-A1KR-01A-12R-A144-07
## V394 V395
## 1 TCGA-AO-A1KS-01A-11R-A13Q-07 TCGA-AO-A1KT-01A-11R-A13Q-07
## V396 V397
## 1 TCGA-AQ-A04H-01B-11R-A10J-07 TCGA-AQ-A04J-01A-02R-A034-07
## V398 V399
## 1 TCGA-AQ-A04L-01B-21R-A10J-07 TCGA-AQ-A0Y5-01A-11R-A14M-07
## V400 V401
## 1 TCGA-AQ-A1H2-01A-11R-A13Q-07 TCGA-AQ-A1H3-01A-31R-A13Q-07
## V402 V403
## 1 TCGA-AQ-A54N-01A-11R-A266-07 TCGA-AQ-A54O-01A-11R-A266-07
## V404 V405
## 1 TCGA-AQ-A7U7-01A-22R-A352-07 TCGA-AR-A0TP-01A-11R-A084-07
## V406 V407
## 1 TCGA-AR-A0TQ-01A-11R-A084-07 TCGA-AR-A0TR-01A-11R-A084-07
## V408 V409
## 1 TCGA-AR-A0TS-01A-11R-A115-07 TCGA-AR-A0TT-01A-31R-A084-07
## V410 V411
## 1 TCGA-AR-A0TU-01A-31R-A109-07 TCGA-AR-A0TV-01A-21R-A084-07
## V412 V413
## 1 TCGA-AR-A0TW-01A-11R-A084-07 TCGA-AR-A0TX-01A-11R-A084-07
## V414 V415
## 1 TCGA-AR-A0TY-01A-12R-A115-07 TCGA-AR-A0TZ-01A-12R-A084-07
## V416 V417
## 1 TCGA-AR-A0U0-01A-11R-A109-07 TCGA-AR-A0U2-01A-11R-A109-07
## V418 V419
## 1 TCGA-AR-A0U3-01A-11R-A109-07 TCGA-AR-A0U4-01A-11R-A109-07
## V420 V421
## 1 TCGA-AR-A1AH-01A-11R-A12D-07 TCGA-AR-A1AI-01A-11R-A12P-07
## V422 V423
## 1 TCGA-AR-A1AJ-01A-21R-A12P-07 TCGA-AR-A1AK-01A-21R-A12P-07
## V424 V425
## 1 TCGA-AR-A1AL-01A-21R-A12P-07 TCGA-AR-A1AM-01A-41R-A22K-07
## V426 V427
## 1 TCGA-AR-A1AN-01A-11R-A12P-07 TCGA-AR-A1AO-01A-11R-A12P-07
## V428 V429
## 1 TCGA-AR-A1AP-01A-11R-A12P-07 TCGA-AR-A1AQ-01A-11R-A12P-07
## V430 V431
## 1 TCGA-AR-A1AR-01A-31R-A137-07 TCGA-AR-A1AS-01A-11R-A12P-07
## V432 V433
## 1 TCGA-AR-A1AT-01A-11R-A12P-07 TCGA-AR-A1AU-01A-11R-A12P-07
## V434 V435
## 1 TCGA-AR-A1AV-01A-21R-A12P-07 TCGA-AR-A1AW-01A-21R-A12P-07
## V436 V437
## 1 TCGA-AR-A1AX-01A-11R-A12P-07 TCGA-AR-A1AY-01A-21R-A12P-07
## V438 V439
## 1 TCGA-AR-A24H-01A-11R-A169-07 TCGA-AR-A24K-01A-11R-A169-07
## V440 V441
## 1 TCGA-AR-A24L-01A-11R-A169-07 TCGA-AR-A24M-01A-11R-A169-07
## V442 V443
## 1 TCGA-AR-A24N-01A-11R-A169-07 TCGA-AR-A24O-01A-11R-A169-07
## V444 V445
## 1 TCGA-AR-A24P-01A-11R-A169-07 TCGA-AR-A24Q-01A-12R-A169-07
## V446 V447
## 1 TCGA-AR-A24R-01A-11R-A169-07 TCGA-AR-A24S-01A-11R-A169-07
## V448 V449
## 1 TCGA-AR-A24T-01A-11R-A169-07 TCGA-AR-A24U-01A-11R-A169-07
## V450 V451
## 1 TCGA-AR-A24V-01A-21R-A169-07 TCGA-AR-A24W-01A-11R-A169-07
## V452 V453
## 1 TCGA-AR-A24X-01A-11R-A169-07 TCGA-AR-A24Z-01A-11R-A169-07
## V454 V455
## 1 TCGA-AR-A250-01A-31R-A169-07 TCGA-AR-A251-01A-12R-A169-07
## V456 V457
## 1 TCGA-AR-A252-01A-11R-A169-07 TCGA-AR-A254-01A-21R-A169-07
## V458 V459
## 1 TCGA-AR-A255-01A-11R-A169-07 TCGA-AR-A256-01A-11R-A169-07
## V460 V461
## 1 TCGA-AR-A2LE-01A-11R-A180-07 TCGA-AR-A2LH-01A-31R-A18M-07
## V462 V463
## 1 TCGA-AR-A2LJ-01A-12R-A19W-07 TCGA-AR-A2LK-01A-11R-A180-07
## V464 V465
## 1 TCGA-AR-A2LL-01A-11R-A180-07 TCGA-AR-A2LM-01A-11R-A180-07
## V466 V467
## 1 TCGA-AR-A2LN-01A-21R-A18M-07 TCGA-AR-A2LO-01A-31R-A18M-07
## V468 V469
## 1 TCGA-AR-A2LQ-01A-22R-A18M-07 TCGA-AR-A2LR-01A-12R-A18M-07
## V470 V471
## 1 TCGA-AR-A5QM-01A-11R-A27Q-07 TCGA-AR-A5QN-01A-12R-A28M-07
## V472 V473
## 1 TCGA-AR-A5QP-01A-11R-A28M-07 TCGA-AR-A5QQ-01A-11R-A28M-07
## V474 V475
## 1 TCGA-B6-A0I1-01A-11R-A21T-07 TCGA-B6-A0I2-01A-11R-A034-07
## V476 V477
## 1 TCGA-B6-A0I5-01A-11R-A034-07 TCGA-B6-A0I6-01A-11R-A034-07
## V478 V479
## 1 TCGA-B6-A0I8-01A-11R-A034-07 TCGA-B6-A0I9-01A-11R-A034-07
## V480 V481
## 1 TCGA-B6-A0IA-01A-11R-A034-07 TCGA-B6-A0IB-01A-11R-A034-07
## V482 V483
## 1 TCGA-B6-A0IC-01A-11R-A034-07 TCGA-B6-A0IE-01A-11R-A034-07
## V484 V485
## 1 TCGA-B6-A0IG-01A-11R-A034-07 TCGA-B6-A0IH-01A-11R-A115-07
## V486 V487
## 1 TCGA-B6-A0IJ-01A-11R-A034-07 TCGA-B6-A0IK-01A-12R-A056-07
## V488 V489
## 1 TCGA-B6-A0IM-01A-11R-A034-07 TCGA-B6-A0IN-01A-11R-A034-07
## V490 V491
## 1 TCGA-B6-A0IO-01A-11R-A034-07 TCGA-B6-A0IP-01A-11R-A034-07
## V492 V493
## 1 TCGA-B6-A0IQ-01A-11R-A034-07 TCGA-B6-A0RE-01A-11R-A056-07
## V494 V495
## 1 TCGA-B6-A0RG-01A-11R-A056-07 TCGA-B6-A0RH-01A-21R-A115-07
## V496 V497
## 1 TCGA-B6-A0RI-01A-11R-A056-07 TCGA-B6-A0RL-01A-11R-A084-07
## V498 V499
## 1 TCGA-B6-A0RM-01A-11R-A084-07 TCGA-B6-A0RN-01A-12R-A084-07
## V500 V501
## 1 TCGA-B6-A0RO-01A-22R-A084-07 TCGA-B6-A0RP-01A-21R-A084-07
## V502 V503
## 1 TCGA-B6-A0RQ-01A-11R-A115-07 TCGA-B6-A0RS-01A-11R-A084-07
## V504 V505
## 1 TCGA-B6-A0RT-01A-21R-A084-07 TCGA-B6-A0RU-01A-11R-A084-07
## V506 V507
## 1 TCGA-B6-A0RV-01A-11R-A084-07 TCGA-B6-A0WS-01A-11R-A115-07
## V508 V509
## 1 TCGA-B6-A0WT-01A-11R-A109-07 TCGA-B6-A0WV-01A-11R-A109-07
## V510 V511
## 1 TCGA-B6-A0WW-01A-11R-A109-07 TCGA-B6-A0WX-01A-11R-A109-07
## V512 V513
## 1 TCGA-B6-A0WY-01A-11R-A109-07 TCGA-B6-A0WZ-01A-11R-A109-07
## V514 V515
## 1 TCGA-B6-A0X0-01A-21R-A115-07 TCGA-B6-A0X1-01A-11R-A109-07
## V516 V517
## 1 TCGA-B6-A0X4-01A-11R-A109-07 TCGA-B6-A0X5-01A-21R-A109-07
## V518 V519
## 1 TCGA-B6-A0X7-01A-11R-A10J-07 TCGA-B6-A1KC-01B-11R-A157-07
## V520 V521
## 1 TCGA-B6-A1KF-01A-11R-A13Q-07 TCGA-B6-A1KI-01A-11R-A14M-07
## V522 V523
## 1 TCGA-B6-A1KN-01A-11R-A13Q-07 TCGA-B6-A2IU-01A-32R-A18M-07
## V524 V525
## 1 TCGA-B6-A3ZX-01A-11R-A239-07 TCGA-B6-A400-01A-11R-A239-07
## V526 V527
## 1 TCGA-B6-A401-01A-11R-A239-07 TCGA-B6-A402-01A-11R-A239-07
## V528 V529
## 1 TCGA-B6-A408-01A-12R-A24H-07 TCGA-B6-A409-01A-11R-A24H-07
## V530 V531
## 1 TCGA-B6-A40B-01A-11R-A239-07 TCGA-B6-A40C-01A-11R-A239-07
## V532 V533
## 1 TCGA-BH-A0AU-11A-11R-A12P-07 TCGA-BH-A0AU-01A-11R-A12P-07
## V534 V535
## 1 TCGA-BH-A0AV-01A-31R-A115-07 TCGA-BH-A0AW-01A-11R-A056-07
## V536 V537
## 1 TCGA-BH-A0AY-11A-23R-A089-07 TCGA-BH-A0AY-01A-21R-A00Z-07
## V538 V539
## 1 TCGA-BH-A0AZ-11A-22R-A12P-07 TCGA-BH-A0AZ-01A-21R-A12P-07
## V540 V541
## 1 TCGA-BH-A0B0-01A-21R-A115-07 TCGA-BH-A0B1-01A-12R-A056-07
## V542 V543
## 1 TCGA-BH-A0B3-11B-21R-A089-07 TCGA-BH-A0B3-01A-11R-A056-07
## V544 V545
## 1 TCGA-BH-A0B4-01A-11R-A00Z-07 TCGA-BH-A0B5-11A-23R-A12P-07
## V546 V547
## 1 TCGA-BH-A0B5-01A-11R-A12P-07 TCGA-BH-A0B6-01A-11R-A19W-07
## V548 V549
## 1 TCGA-BH-A0B7-11A-34R-A115-07 TCGA-BH-A0B7-01A-12R-A115-07
## V550 V551
## 1 TCGA-BH-A0B8-11A-41R-A089-07 TCGA-BH-A0B8-01A-21R-A056-07
## V552 V553
## 1 TCGA-BH-A0B9-01A-11R-A056-07 TCGA-BH-A0BA-11A-22R-A19E-07
## V554 V555
## 1 TCGA-BH-A0BA-01A-11R-A056-07 TCGA-BH-A0BC-11A-22R-A089-07
## V556 V557
## 1 TCGA-BH-A0BC-01A-22R-A084-07 TCGA-BH-A0BD-01A-11R-A034-07
## V558 V559
## 1 TCGA-BH-A0BF-01A-21R-A12P-07 TCGA-BH-A0BG-01A-11R-A115-07
## V560 V561
## 1 TCGA-BH-A0BJ-11A-23R-A089-07 TCGA-BH-A0BJ-01A-11R-A056-07
## V562 V563
## 1 TCGA-BH-A0BL-01A-11R-A115-07 TCGA-BH-A0BM-11A-12R-A089-07
## V564 V565
## 1 TCGA-BH-A0BM-01A-11R-A056-07 TCGA-BH-A0BO-01A-23R-A12D-07
## V566 V567
## 1 TCGA-BH-A0BP-01A-11R-A115-07 TCGA-BH-A0BQ-11A-33R-A115-07
## V568 V569
## 1 TCGA-BH-A0BQ-01A-21R-A115-07 TCGA-BH-A0BR-01A-21R-A115-07
## V570 V571
## 1 TCGA-BH-A0BS-11A-11R-A12P-07 TCGA-BH-A0BS-01A-11R-A12P-07
## V572 V573
## 1 TCGA-BH-A0BT-11A-21R-A12P-07 TCGA-BH-A0BT-01A-11R-A12P-07
## V574 V575
## 1 TCGA-BH-A0BV-11A-31R-A089-07 TCGA-BH-A0BV-01A-11R-A00Z-07
## V576 V577
## 1 TCGA-BH-A0BW-11A-12R-A115-07 TCGA-BH-A0BW-01A-11R-A115-07
## V578 V579
## 1 TCGA-BH-A0BZ-11A-61R-A12P-07 TCGA-BH-A0BZ-01A-31R-A12P-07
## V580 V581
## 1 TCGA-BH-A0C0-11A-21R-A089-07 TCGA-BH-A0C0-01A-21R-A056-07
## V582 V583
## 1 TCGA-BH-A0C1-01B-11R-A12D-07 TCGA-BH-A0C3-11A-23R-A12P-07
## V584 V585
## 1 TCGA-BH-A0C3-01A-21R-A12P-07 TCGA-BH-A0C7-01B-11R-A115-07
## V586 V587
## 1 TCGA-BH-A0DD-11A-23R-A12P-07 TCGA-BH-A0DD-01A-31R-A12P-07
## V588 V589
## 1 TCGA-BH-A0DE-01A-11R-A115-07 TCGA-BH-A0DG-11A-43R-A12P-07
## V590 V591
## 1 TCGA-BH-A0DG-01A-21R-A12P-07 TCGA-BH-A0DH-11A-31R-A089-07
## V592 V593
## 1 TCGA-BH-A0DH-01A-11R-A084-07 TCGA-BH-A0DI-01A-21R-A12P-07
## V594 V595
## 1 TCGA-BH-A0DK-11A-13R-A089-07 TCGA-BH-A0DK-01A-21R-A056-07
## V596 V597
## 1 TCGA-BH-A0DL-11A-13R-A115-07 TCGA-BH-A0DL-01A-11R-A115-07
## V598 V599
## 1 TCGA-BH-A0DO-11A-22R-A12D-07 TCGA-BH-A0DO-01B-11R-A12D-07
## V600 V601
## 1 TCGA-BH-A0DP-11A-12R-A089-07 TCGA-BH-A0DP-01A-21R-A056-07
## V602 V603
## 1 TCGA-BH-A0DQ-11A-12R-A089-07 TCGA-BH-A0DQ-01A-11R-A084-07
## V604 V605
## 1 TCGA-BH-A0DS-01A-11R-A056-07 TCGA-BH-A0DT-11A-12R-A12D-07
## V606 V607
## 1 TCGA-BH-A0DT-01A-21R-A12D-07 TCGA-BH-A0DV-11A-22R-A12P-07
## V608 V609
## 1 TCGA-BH-A0DV-01A-21R-A12P-07 TCGA-BH-A0DX-01A-11R-A115-07
## V610 V611
## 1 TCGA-BH-A0DZ-11A-22R-A089-07 TCGA-BH-A0DZ-01A-11R-A00Z-07
## V612 V613
## 1 TCGA-BH-A0E0-11A-13R-A089-07 TCGA-BH-A0E0-01A-11R-A056-07
## V614 V615
## 1 TCGA-BH-A0E1-11A-13R-A089-07 TCGA-BH-A0E1-01A-11R-A056-07
## V616 V617
## 1 TCGA-BH-A0E2-01A-11R-A056-07 TCGA-BH-A0E6-01A-11R-A034-07
## V618 V619
## 1 TCGA-BH-A0E7-01A-11R-A034-07 TCGA-BH-A0E9-01B-11R-A115-07
## V620 V621
## 1 TCGA-BH-A0EA-01A-11R-A115-07 TCGA-BH-A0EB-01A-11R-A034-07
## V622 V623
## 1 TCGA-BH-A0EE-01A-11R-A034-07 TCGA-BH-A0EI-01A-11R-A115-07
## V624 V625
## 1 TCGA-BH-A0GY-01A-11R-A056-07 TCGA-BH-A0GZ-01A-11R-A056-07
## V626 V627
## 1 TCGA-BH-A0H0-01A-11R-A056-07 TCGA-BH-A0H3-01A-11R-A12P-07
## V628 V629
## 1 TCGA-BH-A0H5-11A-62R-A115-07 TCGA-BH-A0H5-01A-21R-A115-07
## V630 V631
## 1 TCGA-BH-A0H6-01A-21R-A056-07 TCGA-BH-A0H7-11A-13R-A089-07
## V632 V633
## 1 TCGA-BH-A0H7-01A-13R-A056-07 TCGA-BH-A0H9-11A-22R-A466-07
## V634 V635
## 1 TCGA-BH-A0H9-01A-11R-A056-07 TCGA-BH-A0HA-11A-31R-A12P-07
## V636 V637
## 1 TCGA-BH-A0HA-01A-11R-A12P-07 TCGA-BH-A0HB-01A-11R-A056-07
## V638 V639
## 1 TCGA-BH-A0HF-01A-11R-A056-07 TCGA-BH-A0HI-01A-11R-A084-07
## V640 V641
## 1 TCGA-BH-A0HK-11A-11R-A089-07 TCGA-BH-A0HK-01A-11R-A056-07
## V642 V643
## 1 TCGA-BH-A0HL-01A-11R-A10U-07 TCGA-BH-A0HN-01A-11R-A10U-07
## V644 V645
## 1 TCGA-BH-A0HO-01A-11R-A034-07 TCGA-BH-A0HP-01A-12R-A084-07
## V646 V647
## 1 TCGA-BH-A0HQ-01A-11R-A034-07 TCGA-BH-A0HU-01A-11R-A034-07
## V648 V649
## 1 TCGA-BH-A0HW-01A-11R-A034-07 TCGA-BH-A0HX-01A-21R-A056-07
## V650 V651
## 1 TCGA-BH-A0HY-01A-11R-A056-07 TCGA-BH-A0RX-01A-21R-A084-07
## V652 V653
## 1 TCGA-BH-A0W3-01A-11R-A109-07 TCGA-BH-A0W4-01A-11R-A109-07
## V654 V655
## 1 TCGA-BH-A0W5-01A-11R-A109-07 TCGA-BH-A0W7-01A-11R-A115-07
## V656 V657
## 1 TCGA-BH-A0WA-01A-11R-A109-07 TCGA-BH-A18F-01A-11R-A12D-07
## V658 V659
## 1 TCGA-BH-A18G-01A-11R-A12D-07 TCGA-BH-A18H-01A-11R-A12D-07
## V660 V661
## 1 TCGA-BH-A18I-01A-11R-A12D-07 TCGA-BH-A18J-11A-31R-A12D-07
## V662 V663
## 1 TCGA-BH-A18J-01A-11R-A12D-07 TCGA-BH-A18K-11A-13R-A12D-07
## V664 V665
## 1 TCGA-BH-A18K-01A-11R-A12D-07 TCGA-BH-A18L-11A-42R-A12D-07
## V666 V667
## 1 TCGA-BH-A18L-01A-32R-A12D-07 TCGA-BH-A18M-11A-33R-A12D-07
## V668 V669
## 1 TCGA-BH-A18M-01A-11R-A12D-07 TCGA-BH-A18N-11A-43R-A12D-07
## V670 V671
## 1 TCGA-BH-A18N-01A-11R-A12D-07 TCGA-BH-A18P-11A-43R-A12D-07
## V672 V673
## 1 TCGA-BH-A18P-01A-11R-A12D-07 TCGA-BH-A18Q-11A-34R-A12D-07
## V674 V675
## 1 TCGA-BH-A18Q-01A-12R-A12D-07 TCGA-BH-A18R-11A-42R-A12D-07
## V676 V677
## 1 TCGA-BH-A18R-01A-11R-A12D-07 TCGA-BH-A18S-11A-43R-A12D-07
## V678 V679
## 1 TCGA-BH-A18S-01A-11R-A12D-07 TCGA-BH-A18T-01A-11R-A12D-07
## V680 V681
## 1 TCGA-BH-A18U-11A-23R-A12D-07 TCGA-BH-A18U-01A-21R-A12D-07
## V682 V683
## 1 TCGA-BH-A18V-11A-52R-A12D-07 TCGA-BH-A18V-06A-11R-A213-07
## V684 V685
## 1 TCGA-BH-A18V-01A-11R-A12D-07 TCGA-BH-A1EN-11A-23R-A13Q-07
## V686 V687
## 1 TCGA-BH-A1EN-01A-11R-A13Q-07 TCGA-BH-A1EO-11A-31R-A137-07
## V688 V689
## 1 TCGA-BH-A1EO-01A-11R-A137-07 TCGA-BH-A1ES-06A-12R-A24H-07
## V690 V691
## 1 TCGA-BH-A1ES-01A-11R-A137-07 TCGA-BH-A1ET-11B-23R-A137-07
## V692 V693
## 1 TCGA-BH-A1ET-01A-11R-A137-07 TCGA-BH-A1EU-11A-23R-A137-07
## V694 V695
## 1 TCGA-BH-A1EU-01A-11R-A137-07 TCGA-BH-A1EV-11A-24R-A137-07
## V696 V697
## 1 TCGA-BH-A1EV-01A-11R-A137-07 TCGA-BH-A1EW-11B-33R-A137-07
## V698 V699
## 1 TCGA-BH-A1EW-01A-11R-A137-07 TCGA-BH-A1EX-01A-11R-A13Q-07
## V700 V701
## 1 TCGA-BH-A1EY-01A-11R-A13Q-07 TCGA-BH-A1F0-11B-23R-A137-07
## V702 V703
## 1 TCGA-BH-A1F0-01A-11R-A137-07 TCGA-BH-A1F2-11A-32R-A13Q-07
## V704 V705
## 1 TCGA-BH-A1F2-01A-31R-A13Q-07 TCGA-BH-A1F5-01A-12R-A13Q-07
## V706 V707
## 1 TCGA-BH-A1F6-11B-94R-A13Q-07 TCGA-BH-A1F6-01A-11R-A13Q-07
## V708 V709
## 1 TCGA-BH-A1F8-11B-21R-A13Q-07 TCGA-BH-A1F8-01A-11R-A13Q-07
## V710 V711
## 1 TCGA-BH-A1FB-11A-33R-A13Q-07 TCGA-BH-A1FB-01A-11R-A13Q-07
## V712 V713
## 1 TCGA-BH-A1FC-11A-32R-A13Q-07 TCGA-BH-A1FC-01A-11R-A13Q-07
## V714 V715
## 1 TCGA-BH-A1FD-11B-21R-A13Q-07 TCGA-BH-A1FD-01A-11R-A13Q-07
## V716 V717
## 1 TCGA-BH-A1FE-11B-14R-A13Q-07 TCGA-BH-A1FE-06A-11R-A213-07
## V718 V719
## 1 TCGA-BH-A1FE-01A-11R-A13Q-07 TCGA-BH-A1FG-11B-12R-A13Q-07
## V720 V721
## 1 TCGA-BH-A1FG-01A-11R-A13Q-07 TCGA-BH-A1FH-11B-42R-A13Q-07
## V722 V723
## 1 TCGA-BH-A1FH-01A-12R-A13Q-07 TCGA-BH-A1FJ-11B-42R-A13Q-07
## V724 V725
## 1 TCGA-BH-A1FJ-01A-11R-A13Q-07 TCGA-BH-A1FL-01A-11R-A13Q-07
## V726 V727
## 1 TCGA-BH-A1FM-11B-23R-A13Q-07 TCGA-BH-A1FM-01A-11R-A13Q-07
## V728 V729
## 1 TCGA-BH-A1FN-11A-34R-A13Q-07 TCGA-BH-A1FN-01A-11R-A13Q-07
## V730 V731
## 1 TCGA-BH-A1FR-11B-42R-A13Q-07 TCGA-BH-A1FR-01A-11R-A13Q-07
## V732 V733
## 1 TCGA-BH-A1FU-11A-23R-A14D-07 TCGA-BH-A1FU-01A-11R-A14D-07
## V734 V735
## 1 TCGA-BH-A201-01A-11R-A14M-07 TCGA-BH-A202-01A-11R-A14M-07
## V736 V737
## 1 TCGA-BH-A203-11A-42R-A169-07 TCGA-BH-A203-01A-12R-A169-07
## V738 V739
## 1 TCGA-BH-A204-11A-53R-A157-07 TCGA-BH-A204-01A-11R-A157-07
## V740 V741
## 1 TCGA-BH-A208-11A-51R-A157-07 TCGA-BH-A208-01A-11R-A157-07
## V742 V743
## 1 TCGA-BH-A209-11A-42R-A157-07 TCGA-BH-A209-01A-11R-A157-07
## V744 V745
## 1 TCGA-BH-A28O-01A-11R-A22K-07 TCGA-BH-A28Q-01A-11R-A16F-07
## V746 V747
## 1 TCGA-BH-A2L8-01A-11R-A18M-07 TCGA-BH-A42T-01A-11R-A24H-07
## V748 V749
## 1 TCGA-BH-A42U-01A-12R-A24H-07 TCGA-BH-A42V-01A-11R-A24H-07
## V750 V751
## 1 TCGA-BH-A5IZ-01A-11R-A27Q-07 TCGA-BH-A5J0-01A-11R-A27Q-07
## V752 V753
## 1 TCGA-BH-A6R8-01A-21R-A33J-07 TCGA-BH-A6R9-01A-21R-A32P-07
## V754 V755
## 1 TCGA-BH-A8FY-01A-11R-A36F-07 TCGA-BH-A8FZ-01A-11R-A352-07
## V756 V757
## 1 TCGA-BH-A8G0-01A-11R-A352-07 TCGA-BH-AB28-01A-31R-A41B-07
## V758 V759
## 1 TCGA-C8-A12K-01A-21R-A115-07 TCGA-C8-A12L-01A-11R-A115-07
## V760 V761
## 1 TCGA-C8-A12M-01A-11R-A115-07 TCGA-C8-A12N-01A-11R-A115-07
## V762 V763
## 1 TCGA-C8-A12O-01A-11R-A115-07 TCGA-C8-A12P-01A-11R-A115-07
## V764 V765
## 1 TCGA-C8-A12Q-01A-11R-A115-07 TCGA-C8-A12T-01A-11R-A115-07
## V766 V767
## 1 TCGA-C8-A12U-01A-11R-A115-07 TCGA-C8-A12V-01A-11R-A115-07
## V768 V769
## 1 TCGA-C8-A12W-01A-11R-A115-07 TCGA-C8-A12X-01A-11R-A115-07
## V770 V771
## 1 TCGA-C8-A12Y-01A-11R-A12D-07 TCGA-C8-A12Z-01A-11R-A115-07
## V772 V773
## 1 TCGA-C8-A130-01A-31R-A115-07 TCGA-C8-A131-01A-11R-A115-07
## V774 V775
## 1 TCGA-C8-A132-01A-31R-A115-07 TCGA-C8-A133-01A-32R-A12D-07
## V776 V777
## 1 TCGA-C8-A134-01A-11R-A115-07 TCGA-C8-A135-01A-11R-A115-07
## V778 V779
## 1 TCGA-C8-A137-01A-11R-A115-07 TCGA-C8-A138-01A-11R-A115-07
## V780 V781
## 1 TCGA-C8-A1HE-01A-11R-A13Q-07 TCGA-C8-A1HF-01A-11R-A137-07
## V782 V783
## 1 TCGA-C8-A1HG-01A-11R-A137-07 TCGA-C8-A1HI-01A-11R-A137-07
## V784 V785
## 1 TCGA-C8-A1HJ-01A-11R-A13Q-07 TCGA-C8-A1HK-01A-21R-A13Q-07
## V786 V787
## 1 TCGA-C8-A1HL-01A-11R-A137-07 TCGA-C8-A1HM-01A-12R-A137-07
## V788 V789
## 1 TCGA-C8-A1HN-01A-11R-A137-07 TCGA-C8-A1HO-01A-11R-A13Q-07
## V790 V791
## 1 TCGA-C8-A26V-01A-11R-A16F-07 TCGA-C8-A26W-01A-11R-A16F-07
## V792 V793
## 1 TCGA-C8-A26X-01A-31R-A16F-07 TCGA-C8-A26Y-01A-11R-A16F-07
## V794 V795
## 1 TCGA-C8-A26Z-01A-11R-A16F-07 TCGA-C8-A273-01A-11R-A16F-07
## V796 V797
## 1 TCGA-C8-A274-01A-11R-A16F-07 TCGA-C8-A275-01A-21R-A16F-07
## V798 V799
## 1 TCGA-C8-A278-01A-11R-A169-07 TCGA-C8-A27A-01A-11R-A169-07
## V800 V801
## 1 TCGA-C8-A27B-01A-11R-A169-07 TCGA-C8-A3M7-01A-12R-A21T-07
## V802 V803
## 1 TCGA-C8-A3M8-01A-11R-A213-07 TCGA-C8-A8HP-01A-11R-A36F-07
## V804 V805
## 1 TCGA-C8-A8HQ-01A-11R-A36F-07 TCGA-C8-A8HR-01A-11R-A36F-07
## V806 V807
## 1 TCGA-D8-A13Y-01A-11R-A115-07 TCGA-D8-A13Z-01A-11R-A115-07
## V808 V809
## 1 TCGA-D8-A140-01A-11R-A115-07 TCGA-D8-A141-01A-11R-A115-07
## V810 V811
## 1 TCGA-D8-A142-01A-11R-A115-07 TCGA-D8-A143-01A-11R-A115-07
## V812 V813
## 1 TCGA-D8-A145-01A-11R-A115-07 TCGA-D8-A146-01A-31R-A115-07
## V814 V815
## 1 TCGA-D8-A147-01A-11R-A115-07 TCGA-D8-A1J8-01A-11R-A13Q-07
## V816 V817
## 1 TCGA-D8-A1J9-01A-11R-A13Q-07 TCGA-D8-A1JA-01A-11R-A13Q-07
## V818 V819
## 1 TCGA-D8-A1JB-01A-11R-A13Q-07 TCGA-D8-A1JC-01A-11R-A13Q-07
## V820 V821
## 1 TCGA-D8-A1JD-01A-11R-A13Q-07 TCGA-D8-A1JE-01A-11R-A13Q-07
## V822 V823
## 1 TCGA-D8-A1JF-01A-11R-A13Q-07 TCGA-D8-A1JG-01B-11R-A13Q-07
## V824 V825
## 1 TCGA-D8-A1JH-01A-11R-A13Q-07 TCGA-D8-A1JI-01A-11R-A13Q-07
## V826 V827
## 1 TCGA-D8-A1JJ-01A-31R-A14M-07 TCGA-D8-A1JK-01A-11R-A13Q-07
## V828 V829
## 1 TCGA-D8-A1JL-01A-11R-A13Q-07 TCGA-D8-A1JM-01A-11R-A13Q-07
## V830 V831
## 1 TCGA-D8-A1JN-01A-11R-A13Q-07 TCGA-D8-A1JP-01A-11R-A13Q-07
## V832 V833
## 1 TCGA-D8-A1JS-01A-11R-A13Q-07 TCGA-D8-A1JT-01A-31R-A13Q-07
## V834 V835
## 1 TCGA-D8-A1JU-01A-11R-A13Q-07 TCGA-D8-A1X5-01A-11R-A14D-07
## V836 V837
## 1 TCGA-D8-A1X6-01A-11R-A14M-07 TCGA-D8-A1X7-01A-11R-A14M-07
## V838 V839
## 1 TCGA-D8-A1X8-01A-11R-A14M-07 TCGA-D8-A1X9-01A-12R-A157-07
## V840 V841
## 1 TCGA-D8-A1XA-01A-11R-A14D-07 TCGA-D8-A1XB-01A-11R-A14D-07
## V842 V843
## 1 TCGA-D8-A1XC-01A-11R-A14D-07 TCGA-D8-A1XD-01A-11R-A14D-07
## V844 V845
## 1 TCGA-D8-A1XF-01A-11R-A14D-07 TCGA-D8-A1XG-01A-11R-A14D-07
## V846 V847
## 1 TCGA-D8-A1XJ-01A-11R-A14M-07 TCGA-D8-A1XK-01A-21R-A14M-07
## V848 V849
## 1 TCGA-D8-A1XL-01A-11R-A14M-07 TCGA-D8-A1XM-01A-21R-A14M-07
## V850 V851
## 1 TCGA-D8-A1XO-01A-11R-A14M-07 TCGA-D8-A1XQ-01A-11R-A14M-07
## V852 V853
## 1 TCGA-D8-A1XR-01A-11R-A14M-07 TCGA-D8-A1XS-01A-11R-A14M-07
## V854 V855
## 1 TCGA-D8-A1XT-01A-11R-A14M-07 TCGA-D8-A1XU-01A-11R-A14M-07
## V856 V857
## 1 TCGA-D8-A1XV-01A-11R-A14M-07 TCGA-D8-A1XW-01A-11R-A14M-07
## V858 V859
## 1 TCGA-D8-A1XY-01A-11R-A14M-07 TCGA-D8-A1XZ-01A-11R-A14M-07
## V860 V861
## 1 TCGA-D8-A1Y0-01A-11R-A14M-07 TCGA-D8-A1Y1-01A-21R-A14M-07
## V862 V863
## 1 TCGA-D8-A1Y2-01A-11R-A157-07 TCGA-D8-A1Y3-01A-11R-A157-07
## V864 V865
## 1 TCGA-D8-A27E-01A-11R-A16F-07 TCGA-D8-A27F-01A-11R-A16F-07
## V866 V867
## 1 TCGA-D8-A27G-01A-11R-A16F-07 TCGA-D8-A27H-01A-11R-A16F-07
## V868 V869
## 1 TCGA-D8-A27I-01A-11R-A16F-07 TCGA-D8-A27K-01A-11R-A16F-07
## V870 V871
## 1 TCGA-D8-A27L-01A-11R-A16F-07 TCGA-D8-A27M-01A-11R-A16F-07
## V872 V873
## 1 TCGA-D8-A27N-01A-11R-A16F-07 TCGA-D8-A27P-01A-11R-A16F-07
## V874 V875
## 1 TCGA-D8-A27R-01A-11R-A16F-07 TCGA-D8-A27T-01A-11R-A16F-07
## V876 V877
## 1 TCGA-D8-A27V-01A-12R-A17B-07 TCGA-D8-A27W-01A-11R-A16F-07
## V878 V879
## 1 TCGA-D8-A3Z5-01A-41R-A24H-07 TCGA-D8-A3Z6-01A-11R-A239-07
## V880 V881
## 1 TCGA-D8-A4Z1-01A-21R-A266-07 TCGA-D8-A73U-01A-11R-A33J-07
## V882 V883
## 1 TCGA-D8-A73W-01A-22R-A352-07 TCGA-D8-A73X-01A-11R-A32P-07
## V884 V885
## 1 TCGA-E2-A105-01A-11R-A10J-07 TCGA-E2-A106-01A-11R-A10J-07
## V886 V887
## 1 TCGA-E2-A107-01A-11R-A10J-07 TCGA-E2-A108-01A-13R-A10J-07
## V888 V889
## 1 TCGA-E2-A109-01A-11R-A10J-07 TCGA-E2-A10A-01A-21R-A115-07
## V890 V891
## 1 TCGA-E2-A10B-01A-11R-A10J-07 TCGA-E2-A10C-01A-21R-A10J-07
## V892 V893
## 1 TCGA-E2-A10E-01A-21R-A10J-07 TCGA-E2-A10F-01A-11R-A10J-07
## V894 V895
## 1 TCGA-E2-A14N-01A-31R-A137-07 TCGA-E2-A14O-01A-31R-A115-07
## V896 V897
## 1 TCGA-E2-A14P-01A-31R-A12D-07 TCGA-E2-A14Q-01A-11R-A12D-07
## V898 V899
## 1 TCGA-E2-A14R-01A-11R-A115-07 TCGA-E2-A14S-01A-11R-A12D-07
## V900 V901
## 1 TCGA-E2-A14T-01A-11R-A115-07 TCGA-E2-A14U-01A-11R-A22K-07
## V902 V903
## 1 TCGA-E2-A14V-01A-11R-A12D-07 TCGA-E2-A14W-01A-11R-A12D-07
## V904 V905
## 1 TCGA-E2-A14X-01A-11R-A115-07 TCGA-E2-A14Y-01A-21R-A12D-07
## V906 V907
## 1 TCGA-E2-A14Z-01A-11R-A115-07 TCGA-E2-A150-01A-11R-A12D-07
## V908 V909
## 1 TCGA-E2-A152-01A-11R-A12D-07 TCGA-E2-A153-11A-31R-A12D-07
## V910 V911
## 1 TCGA-E2-A153-01A-12R-A12D-07 TCGA-E2-A154-01A-11R-A115-07
## V912 V913
## 1 TCGA-E2-A155-01A-11R-A12D-07 TCGA-E2-A156-01A-11R-A12D-07
## V914 V915
## 1 TCGA-E2-A158-11A-22R-A12D-07 TCGA-E2-A158-01A-11R-A12D-07
## V916 V917
## 1 TCGA-E2-A159-01A-11R-A115-07 TCGA-E2-A15A-06A-11R-A12D-07
## V918 V919
## 1 TCGA-E2-A15A-01A-11R-A12D-07 TCGA-E2-A15C-01A-31R-A12D-07
## V920 V921
## 1 TCGA-E2-A15D-01A-11R-A115-07 TCGA-E2-A15E-06A-11R-A12D-07
## V922 V923
## 1 TCGA-E2-A15E-01A-11R-A12D-07 TCGA-E2-A15F-01A-11R-A115-07
## V924 V925
## 1 TCGA-E2-A15G-01A-11R-A12D-07 TCGA-E2-A15H-01A-11R-A12D-07
## V926 V927
## 1 TCGA-E2-A15I-11A-32R-A137-07 TCGA-E2-A15I-01A-21R-A137-07
## V928 V929
## 1 TCGA-E2-A15J-01A-11R-A12P-07 TCGA-E2-A15K-11A-13R-A12P-07
## V930 V931
## 1 TCGA-E2-A15K-06A-11R-A12P-07 TCGA-E2-A15K-01A-11R-A12P-07
## V932 V933
## 1 TCGA-E2-A15L-01A-11R-A12D-07 TCGA-E2-A15M-11A-22R-A12D-07
## V934 V935
## 1 TCGA-E2-A15M-01A-11R-A12D-07 TCGA-E2-A15O-01A-11R-A115-07
## V936 V937
## 1 TCGA-E2-A15P-01A-11R-A115-07 TCGA-E2-A15R-01A-11R-A115-07
## V938 V939
## 1 TCGA-E2-A15S-01A-11R-A115-07 TCGA-E2-A15T-01A-11R-A115-07
## V940 V941
## 1 TCGA-E2-A1AZ-01A-11R-A12P-07 TCGA-E2-A1B0-01A-11R-A12P-07
## V942 V943
## 1 TCGA-E2-A1B1-01A-21R-A12P-07 TCGA-E2-A1B4-01A-11R-A12P-07
## V944 V945
## 1 TCGA-E2-A1B5-01A-21R-A12P-07 TCGA-E2-A1B6-01A-31R-A12P-07
## V946 V947
## 1 TCGA-E2-A1BC-11A-32R-A12P-07 TCGA-E2-A1BC-01A-11R-A12P-07
## V948 V949
## 1 TCGA-E2-A1BD-01A-11R-A12P-07 TCGA-E2-A1IE-01A-11R-A13Q-07
## V950 V951
## 1 TCGA-E2-A1IF-01A-11R-A144-07 TCGA-E2-A1IG-11A-22R-A144-07
## V952 V953
## 1 TCGA-E2-A1IG-01A-11R-A144-07 TCGA-E2-A1IH-01A-11R-A13Q-07
## V954 V955
## 1 TCGA-E2-A1II-01A-11R-A144-07 TCGA-E2-A1IJ-01A-11R-A144-07
## V956 V957
## 1 TCGA-E2-A1IK-01A-11R-A144-07 TCGA-E2-A1IL-01A-11R-A14D-07
## V958 V959
## 1 TCGA-E2-A1IN-01A-11R-A13Q-07 TCGA-E2-A1IO-01A-11R-A144-07
## V960 V961
## 1 TCGA-E2-A1IU-01A-11R-A14D-07 TCGA-E2-A1L6-01A-11R-A13Q-07
## V962 V963
## 1 TCGA-E2-A1L7-11A-33R-A144-07 TCGA-E2-A1L7-01A-11R-A144-07
## V964 V965
## 1 TCGA-E2-A1L8-01A-11R-A13Q-07 TCGA-E2-A1L9-01A-11R-A13Q-07
## V966 V967
## 1 TCGA-E2-A1LA-01A-11R-A144-07 TCGA-E2-A1LB-11A-22R-A144-07
## V968 V969
## 1 TCGA-E2-A1LB-01A-11R-A144-07 TCGA-E2-A1LE-01A-12R-A19W-07
## V970 V971
## 1 TCGA-E2-A1LG-01A-21R-A14M-07 TCGA-E2-A1LH-11A-22R-A14D-07
## V972 V973
## 1 TCGA-E2-A1LH-01A-11R-A14D-07 TCGA-E2-A1LI-01A-12R-A157-07
## V974 V975
## 1 TCGA-E2-A1LK-01A-21R-A14D-07 TCGA-E2-A1LL-01A-11R-A144-07
## V976 V977
## 1 TCGA-E2-A1LS-11A-32R-A157-07 TCGA-E2-A1LS-01A-12R-A157-07
## V978 V979
## 1 TCGA-E2-A2P5-01A-11R-A19W-07 TCGA-E2-A2P6-01A-11R-A19W-07
## V980 V981
## 1 TCGA-E2-A3DX-01A-21R-A213-07 TCGA-E2-A56Z-01A-12R-A29R-07
## V982 V983
## 1 TCGA-E2-A570-01A-11R-A29R-07 TCGA-E2-A572-01A-13R-A31O-07
## V984 V985
## 1 TCGA-E2-A573-01A-11R-A29R-07 TCGA-E2-A574-01A-11R-A29R-07
## V986 V987
## 1 TCGA-E2-A576-01A-11R-A31O-07 TCGA-E2-A9RU-01A-11R-A41B-07
## V988 V989
## 1 TCGA-E9-A1N3-01A-12R-A157-07 TCGA-E9-A1N4-11A-33R-A14M-07
## V990 V991
## 1 TCGA-E9-A1N4-01A-11R-A14M-07 TCGA-E9-A1N5-11A-41R-A14D-07
## V992 V993
## 1 TCGA-E9-A1N5-01A-11R-A14D-07 TCGA-E9-A1N6-11A-32R-A144-07
## V994 V995
## 1 TCGA-E9-A1N6-01A-11R-A144-07 TCGA-E9-A1N8-01A-11R-A144-07
## V996 V997
## 1 TCGA-E9-A1N9-11A-71R-A14D-07 TCGA-E9-A1N9-01A-11R-A14D-07
## V998 V999
## 1 TCGA-E9-A1NA-11A-33R-A144-07 TCGA-E9-A1NA-01A-11R-A144-07
## V1000 V1001
## 1 TCGA-E9-A1NC-01A-21R-A26B-07 TCGA-E9-A1ND-11A-43R-A144-07
## V1002 V1003
## 1 TCGA-E9-A1ND-01A-11R-A144-07 TCGA-E9-A1NE-01A-21R-A14M-07
## V1004 V1005
## 1 TCGA-E9-A1NF-11A-73R-A14D-07 TCGA-E9-A1NF-01A-11R-A14D-07
## V1006 V1007
## 1 TCGA-E9-A1NG-11A-52R-A14M-07 TCGA-E9-A1NG-01A-21R-A14M-07
## V1008 V1009
## 1 TCGA-E9-A1NH-01A-11R-A14D-07 TCGA-E9-A1NI-01A-11R-A14D-07
## V1010 V1011
## 1 TCGA-E9-A1QZ-01A-21R-A169-07 TCGA-E9-A1R0-01A-22R-A16F-07
## V1012 V1013
## 1 TCGA-E9-A1R2-01A-11R-A14D-07 TCGA-E9-A1R3-01A-31R-A14M-07
## V1014 V1015
## 1 TCGA-E9-A1R4-01A-21R-A14D-07 TCGA-E9-A1R5-01A-11R-A14M-07
## V1016 V1017
## 1 TCGA-E9-A1R6-01A-11R-A14D-07 TCGA-E9-A1R7-11A-42R-A14M-07
## V1018 V1019
## 1 TCGA-E9-A1R7-01A-11R-A14M-07 TCGA-E9-A1RA-01A-11R-A14D-07
## V1020 V1021
## 1 TCGA-E9-A1RB-11A-33R-A157-07 TCGA-E9-A1RB-01A-11R-A157-07
## V1022 V1023
## 1 TCGA-E9-A1RC-11A-33R-A157-07 TCGA-E9-A1RC-01A-11R-A157-07
## V1024 V1025
## 1 TCGA-E9-A1RD-11A-33R-A157-07 TCGA-E9-A1RD-01A-11R-A157-07
## V1026 V1027
## 1 TCGA-E9-A1RE-01A-11R-A157-07 TCGA-E9-A1RF-11A-32R-A157-07
## V1028 V1029
## 1 TCGA-E9-A1RF-01A-11R-A157-07 TCGA-E9-A1RG-01A-11R-A14D-07
## V1030 V1031
## 1 TCGA-E9-A1RH-11A-34R-A169-07 TCGA-E9-A1RH-01A-21R-A169-07
## V1032 V1033
## 1 TCGA-E9-A1RI-11A-41R-A169-07 TCGA-E9-A1RI-01A-11R-A169-07
## V1034 V1035
## 1 TCGA-E9-A226-01A-21R-A157-07 TCGA-E9-A227-01A-11R-A157-07
## V1036 V1037
## 1 TCGA-E9-A228-01A-31R-A157-07 TCGA-E9-A229-01A-31R-A157-07
## V1038 V1039
## 1 TCGA-E9-A22A-01A-11R-A157-07 TCGA-E9-A22B-01A-11R-A157-07
## V1040 V1041
## 1 TCGA-E9-A22D-01A-11R-A157-07 TCGA-E9-A22E-01A-11R-A157-07
## V1042 V1043
## 1 TCGA-E9-A22G-01A-11R-A157-07 TCGA-E9-A22H-01A-11R-A157-07
## V1044 V1045
## 1 TCGA-E9-A243-01A-21R-A169-07 TCGA-E9-A244-01A-11R-A169-07
## V1046 V1047
## 1 TCGA-E9-A245-01A-22R-A16F-07 TCGA-E9-A247-01A-11R-A169-07
## V1048 V1049
## 1 TCGA-E9-A248-01A-11R-A169-07 TCGA-E9-A249-01A-11R-A169-07
## V1050 V1051
## 1 TCGA-E9-A24A-01A-11R-A169-07 TCGA-E9-A295-01A-11R-A16F-07
## V1052 V1053
## 1 TCGA-E9-A2JS-01A-11R-A180-07 TCGA-E9-A2JT-01A-22R-A18M-07
## V1054 V1055
## 1 TCGA-E9-A3HO-01A-11R-A213-07 TCGA-E9-A3Q9-01A-11R-A21T-07
## V1056 V1057
## 1 TCGA-E9-A3QA-01A-61R-A22K-07 TCGA-E9-A3X8-01A-31R-A22U-07
## V1058 V1059
## 1 TCGA-E9-A54X-01A-11R-A266-07 TCGA-E9-A54Y-01A-11R-A466-07
## V1060 V1061
## 1 TCGA-E9-A5FK-01A-11R-A27Q-07 TCGA-E9-A5FL-01A-11R-A27Q-07
## V1062 V1063
## 1 TCGA-E9-A5UO-01A-11R-A28M-07 TCGA-E9-A5UP-01A-11R-A28M-07
## V1064 V1065
## 1 TCGA-E9-A6HE-01A-11R-A31O-07 TCGA-EW-A1IW-01A-11R-A13Q-07
## V1066 V1067
## 1 TCGA-EW-A1IX-01A-12R-A144-07 TCGA-EW-A1IY-01A-11R-A13Q-07
## V1068 V1069
## 1 TCGA-EW-A1IZ-01A-11R-A13Q-07 TCGA-EW-A1J1-01A-11R-A13Q-07
## V1070 V1071
## 1 TCGA-EW-A1J2-01A-21R-A13Q-07 TCGA-EW-A1J3-01A-11R-A13Q-07
## V1072 V1073
## 1 TCGA-EW-A1J5-01A-11R-A13Q-07 TCGA-EW-A1J6-01A-11R-A13Q-07
## V1074 V1075
## 1 TCGA-EW-A1OV-01A-11R-A144-07 TCGA-EW-A1OW-01A-21R-A144-07
## V1076 V1077
## 1 TCGA-EW-A1OX-01A-11R-A144-07 TCGA-EW-A1OY-01A-11R-A144-07
## V1078 V1079
## 1 TCGA-EW-A1OZ-01A-11R-A144-07 TCGA-EW-A1P0-01A-11R-A144-07
## V1080 V1081
## 1 TCGA-EW-A1P1-01A-31R-A14D-07 TCGA-EW-A1P3-01A-11R-A144-07
## V1082 V1083
## 1 TCGA-EW-A1P4-01A-21R-A144-07 TCGA-EW-A1P5-01A-11R-A144-07
## V1084 V1085
## 1 TCGA-EW-A1P6-01A-11R-A144-07 TCGA-EW-A1P7-01A-21R-A144-07
## V1086 V1087
## 1 TCGA-EW-A1P8-01A-11R-A144-07 TCGA-EW-A1PA-01A-11R-A144-07
## V1088 V1089
## 1 TCGA-EW-A1PB-01A-11R-A144-07 TCGA-EW-A1PC-01B-11R-A21T-07
## V1090 V1091
## 1 TCGA-EW-A1PD-01A-11R-A144-07 TCGA-EW-A1PE-01A-11R-A144-07
## V1092 V1093
## 1 TCGA-EW-A1PF-01A-11R-A144-07 TCGA-EW-A1PG-01A-11R-A144-07
## V1094 V1095
## 1 TCGA-EW-A1PH-01A-11R-A14M-07 TCGA-EW-A2FR-01A-11R-A21T-07
## V1096 V1097
## 1 TCGA-EW-A2FS-01A-11R-A17B-07 TCGA-EW-A2FV-01A-11R-A17B-07
## V1098 V1099
## 1 TCGA-EW-A2FW-01A-11R-A17B-07 TCGA-EW-A3E8-01B-11R-A24H-07
## V1100 V1101
## 1 TCGA-EW-A3U0-01A-11R-A22K-07 TCGA-EW-A423-01A-11R-A24H-07
## V1102 V1103
## 1 TCGA-EW-A424-01A-11R-A24H-07 TCGA-EW-A6S9-01A-22R-A33J-07
## V1104 V1105
## 1 TCGA-EW-A6SA-01A-21R-A32P-07 TCGA-EW-A6SB-01A-12R-A32P-07
## V1106 V1107
## 1 TCGA-EW-A6SC-01A-12R-A32P-07 TCGA-EW-A6SD-01A-12R-A33J-07
## V1108 V1109
## 1 TCGA-GI-A2C8-11A-22R-A16F-07 TCGA-GI-A2C8-01A-11R-A16F-07
## V1110 V1111
## 1 TCGA-GI-A2C9-11A-22R-A21T-07 TCGA-GI-A2C9-01A-11R-A21T-07
## V1112 V1113
## 1 TCGA-GM-A2D9-01A-11R-A18M-07 TCGA-GM-A2DA-01A-11R-A18M-07
## V1114 V1115
## 1 TCGA-GM-A2DB-01A-31R-A18M-07 TCGA-GM-A2DC-01A-11R-A18M-07
## V1116 V1117
## 1 TCGA-GM-A2DD-01A-11R-A180-07 TCGA-GM-A2DF-01A-11R-A180-07
## V1118 V1119
## 1 TCGA-GM-A2DH-01A-11R-A180-07 TCGA-GM-A2DI-01A-31R-A18M-07
## V1120 V1121
## 1 TCGA-GM-A2DK-01A-21R-A180-07 TCGA-GM-A2DL-01A-11R-A18M-07
## V1122 V1123
## 1 TCGA-GM-A2DM-01A-11R-A180-07 TCGA-GM-A2DN-01A-11R-A180-07
## V1124 V1125
## 1 TCGA-GM-A2DO-01A-11R-A18M-07 TCGA-GM-A3NW-01A-21R-A22K-07
## V1126 V1127
## 1 TCGA-GM-A3NY-01A-11R-A21T-07 TCGA-GM-A3XG-01A-31R-A24H-07
## V1128 V1129
## 1 TCGA-GM-A3XL-01A-11R-A22U-07 TCGA-GM-A3XN-01A-12R-A22U-07
## V1130 V1131
## 1 TCGA-GM-A4E0-01A-12R-A266-07 TCGA-GM-A5PV-01A-11R-A28M-07
## V1132 V1133
## 1 TCGA-GM-A5PX-01A-12R-A28M-07 TCGA-HN-A2NL-01A-11R-A18M-07
## V1134 V1135
## 1 TCGA-HN-A2OB-01A-21R-A27Q-07 TCGA-JL-A3YW-01A-12R-A239-07
## V1136 V1137
## 1 TCGA-JL-A3YX-01A-11R-A22U-07 TCGA-LD-A66U-01A-11R-A31O-07
## V1138 V1139
## 1 TCGA-LD-A74U-01A-13R-A33J-07 TCGA-LD-A7W5-01A-22R-A352-07
## V1140 V1141
## 1 TCGA-LD-A7W6-01A-81R-A352-07 TCGA-LD-A9QF-01A-32R-A41B-07
## V1142 V1143
## 1 TCGA-LL-A440-01A-11R-A24H-07 TCGA-LL-A441-01A-11R-A24H-07
## V1144 V1145
## 1 TCGA-LL-A442-01A-11R-A24H-07 TCGA-LL-A50Y-01A-11R-A266-07
## V1146 V1147
## 1 TCGA-LL-A5YL-01A-12R-A29R-07 TCGA-LL-A5YM-01A-11R-A28M-07
## V1148 V1149
## 1 TCGA-LL-A5YN-01A-11R-A28M-07 TCGA-LL-A5YO-01A-21R-A28M-07
## V1150 V1151
## 1 TCGA-LL-A5YP-01A-21R-A28M-07 TCGA-LL-A6FP-01A-11R-A31O-07
## V1152 V1153
## 1 TCGA-LL-A6FQ-01A-11R-A31O-07 TCGA-LL-A6FR-01A-12R-A31O-07
## V1154 V1155
## 1 TCGA-LL-A73Y-01A-11R-A33J-07 TCGA-LL-A73Z-01A-11R-A32P-07
## V1156 V1157
## 1 TCGA-LL-A740-01A-21R-A32P-07 TCGA-LL-A7SZ-01A-32R-A352-07
## V1158 V1159
## 1 TCGA-LL-A7T0-01A-31R-A352-07 TCGA-LL-A8F5-01A-11R-A36F-07
## V1160 V1161
## 1 TCGA-LL-A9Q3-01A-11R-A41B-07 TCGA-LQ-A4E4-01A-11R-A266-07
## V1162 V1163
## 1 TCGA-MS-A51U-01A-31R-A266-07 TCGA-OK-A5Q2-01A-11R-A27Q-07
## V1164 V1165
## 1 TCGA-OL-A5D6-01A-21R-A27Q-07 TCGA-OL-A5D7-01A-11R-A27Q-07
## V1166 V1167
## 1 TCGA-OL-A5D8-01A-11R-A27Q-07 TCGA-OL-A5DA-01A-11R-A27Q-07
## V1168 V1169
## 1 TCGA-OL-A5RU-01A-11R-A28M-07 TCGA-OL-A5RV-01A-12R-A28M-07
## V1170 V1171
## 1 TCGA-OL-A5RW-01A-11R-A28M-07 TCGA-OL-A5RX-01A-11R-A28M-07
## V1172 V1173
## 1 TCGA-OL-A5RY-01A-21R-A28M-07 TCGA-OL-A5RZ-01A-11R-A28M-07
## V1174 V1175
## 1 TCGA-OL-A5S0-01A-11R-A28M-07 TCGA-OL-A66H-01A-11R-A29R-07
## V1176 V1177
## 1 TCGA-OL-A66I-01A-21R-A29R-07 TCGA-OL-A66J-01A-11R-A29R-07
## V1178 V1179
## 1 TCGA-OL-A66K-01A-11R-A29R-07 TCGA-OL-A66L-01A-12R-A31O-07
## V1180 V1181
## 1 TCGA-OL-A66N-01A-12R-A31O-07 TCGA-OL-A66O-01A-11R-A31O-07
## V1182 V1183
## 1 TCGA-OL-A66P-01A-11R-A31O-07 TCGA-OL-A6VO-01A-12R-A33J-07
## V1184 V1185
## 1 TCGA-OL-A6VQ-01A-12R-A41B-07 TCGA-OL-A6VR-01A-32R-A33J-07
## V1186 V1187
## 1 TCGA-OL-A97C-01A-32R-A41B-07 TCGA-PE-A5DC-01A-12R-A27Q-07
## V1188 V1189
## 1 TCGA-PE-A5DD-01A-12R-A27Q-07 TCGA-PE-A5DE-01A-11R-A27Q-07
## V1190 V1191
## 1 TCGA-PL-A8LV-01A-21R-A41B-07 TCGA-PL-A8LX-01A-11R-A41B-07
## V1192 V1193
## 1 TCGA-PL-A8LY-01A-11R-A41B-07 TCGA-PL-A8LZ-01A-31R-A36F-07
## V1194 V1195
## 1 TCGA-S3-A6ZF-01A-32R-A32P-07 TCGA-S3-A6ZG-01A-22R-A32P-07
## V1196 V1197
## 1 TCGA-S3-A6ZH-01A-22R-A32P-07 TCGA-S3-AA0Z-01A-11R-A41B-07
## V1198 V1199
## 1 TCGA-S3-AA10-01A-21R-A41B-07 TCGA-S3-AA11-01A-31R-A41B-07
## V1200 V1201
## 1 TCGA-S3-AA12-01A-11R-A41B-07 TCGA-S3-AA14-01A-11R-A41B-07
## V1202 V1203
## 1 TCGA-S3-AA15-01A-11R-A41B-07 TCGA-S3-AA17-01A-11R-A41B-07
## V1204 V1205
## 1 TCGA-UL-AAZ6-01A-11R-A41B-07 TCGA-UU-A93S-01A-21R-A41B-07
## V1206 V1207
## 1 TCGA-V7-A7HQ-01A-11R-A33J-07 TCGA-W8-A86G-01A-21R-A36F-07
## V1208 V1209
## 1 TCGA-WT-AB41-01A-11R-A41B-07 TCGA-WT-AB44-01A-11R-A41B-07
## V1210 V1211
## 1 TCGA-XX-A899-01A-11R-A36F-07 TCGA-XX-A89A-01A-11R-A36F-07
## V1212 V1213
## 1 TCGA-Z7-A8R5-01A-42R-A41B-07 TCGA-Z7-A8R6-01A-11R-A41B-07mrnaIDs <- mrnaIDs[, -1] # remove the first column "Hybridization REF" which spans two columns because of the space between the two words
dim(mrnaIDs)## [1] 1 1212head(mrnaIDs)## V2 V3
## 1 TCGA-3C-AAAU-01A-11R-A41B-07 TCGA-3C-AALI-01A-11R-A41B-07
## V4 V5
## 1 TCGA-3C-AALJ-01A-31R-A41B-07 TCGA-3C-AALK-01A-11R-A41B-07
## V6 V7
## 1 TCGA-4H-AAAK-01A-12R-A41B-07 TCGA-5L-AAT0-01A-12R-A41B-07
## V8 V9
## 1 TCGA-5L-AAT1-01A-12R-A41B-07 TCGA-5T-A9QA-01A-11R-A41B-07
## V10 V11
## 1 TCGA-A1-A0SB-01A-11R-A144-07 TCGA-A1-A0SD-01A-11R-A115-07
## V12 V13
## 1 TCGA-A1-A0SE-01A-11R-A084-07 TCGA-A1-A0SF-01A-11R-A144-07
## V14 V15
## 1 TCGA-A1-A0SG-01A-11R-A144-07 TCGA-A1-A0SH-01A-11R-A084-07
## V16 V17
## 1 TCGA-A1-A0SI-01A-11R-A144-07 TCGA-A1-A0SJ-01A-11R-A084-07
## V18 V19
## 1 TCGA-A1-A0SK-01A-12R-A084-07 TCGA-A1-A0SM-01A-11R-A084-07
## V20 V21
## 1 TCGA-A1-A0SN-01A-11R-A144-07 TCGA-A1-A0SO-01A-22R-A084-07
## V22 V23
## 1 TCGA-A1-A0SP-01A-11R-A084-07 TCGA-A1-A0SQ-01A-21R-A144-07
## V24 V25
## 1 TCGA-A2-A04N-01A-11R-A115-07 TCGA-A2-A04P-01A-31R-A034-07
## V26 V27
## 1 TCGA-A2-A04Q-01A-21R-A034-07 TCGA-A2-A04R-01A-41R-A109-07
## V28 V29
## 1 TCGA-A2-A04T-01A-21R-A034-07 TCGA-A2-A04U-01A-11R-A115-07
## V30 V31
## 1 TCGA-A2-A04V-01A-21R-A034-07 TCGA-A2-A04W-01A-31R-A115-07
## V32 V33
## 1 TCGA-A2-A04X-01A-21R-A034-07 TCGA-A2-A04Y-01A-21R-A034-07
## V34 V35
## 1 TCGA-A2-A0CK-01A-11R-A22K-07 TCGA-A2-A0CL-01A-11R-A115-07
## V36 V37
## 1 TCGA-A2-A0CM-01A-31R-A034-07 TCGA-A2-A0CO-01A-13R-A22K-07
## V38 V39
## 1 TCGA-A2-A0CP-01A-11R-A034-07 TCGA-A2-A0CQ-01A-21R-A034-07
## V40 V41
## 1 TCGA-A2-A0CR-01A-11R-A22K-07 TCGA-A2-A0CS-01A-11R-A115-07
## V42 V43
## 1 TCGA-A2-A0CT-01A-31R-A056-07 TCGA-A2-A0CU-01A-12R-A034-07
## V44 V45
## 1 TCGA-A2-A0CV-01A-31R-A115-07 TCGA-A2-A0CW-01A-21R-A115-07
## V46 V47
## 1 TCGA-A2-A0CX-01A-21R-A00Z-07 TCGA-A2-A0CY-01A-12R-A034-07
## V48 V49
## 1 TCGA-A2-A0CZ-01A-11R-A034-07 TCGA-A2-A0D0-01A-11R-A00Z-07
## V50 V51
## 1 TCGA-A2-A0D1-01A-11R-A034-07 TCGA-A2-A0D2-01A-21R-A034-07
## V52 V53
## 1 TCGA-A2-A0D3-01A-11R-A115-07 TCGA-A2-A0D4-01A-11R-A00Z-07
## V54 V55
## 1 TCGA-A2-A0EM-01A-11R-A034-07 TCGA-A2-A0EN-01A-13R-A084-07
## V56 V57
## 1 TCGA-A2-A0EO-01A-11R-A034-07 TCGA-A2-A0EP-01A-52R-A22U-07
## V58 V59
## 1 TCGA-A2-A0EQ-01A-11R-A034-07 TCGA-A2-A0ER-01A-21R-A034-07
## V60 V61
## 1 TCGA-A2-A0ES-01A-11R-A115-07 TCGA-A2-A0ET-01A-31R-A034-07
## V62 V63
## 1 TCGA-A2-A0EU-01A-22R-A056-07 TCGA-A2-A0EV-01A-11R-A034-07
## V64 V65
## 1 TCGA-A2-A0EW-01A-21R-A115-07 TCGA-A2-A0EX-01A-21R-A034-07
## V66 V67
## 1 TCGA-A2-A0EY-01A-11R-A034-07 TCGA-A2-A0ST-01A-12R-A084-07
## V68 V69
## 1 TCGA-A2-A0SU-01A-11R-A084-07 TCGA-A2-A0SV-01A-11R-A084-07
## V70 V71
## 1 TCGA-A2-A0SW-01A-11R-A084-07 TCGA-A2-A0SX-01A-12R-A084-07
## V72 V73
## 1 TCGA-A2-A0SY-01A-31R-A084-07 TCGA-A2-A0T0-01A-22R-A084-07
## V74 V75
## 1 TCGA-A2-A0T1-01A-21R-A084-07 TCGA-A2-A0T2-01A-11R-A084-07
## V76 V77
## 1 TCGA-A2-A0T3-01A-21R-A115-07 TCGA-A2-A0T4-01A-31R-A084-07
## V78 V79
## 1 TCGA-A2-A0T5-01A-21R-A084-07 TCGA-A2-A0T6-01A-11R-A084-07
## V80 V81
## 1 TCGA-A2-A0T7-01A-21R-A084-07 TCGA-A2-A0YC-01A-11R-A109-07
## V82 V83
## 1 TCGA-A2-A0YD-01A-11R-A109-07 TCGA-A2-A0YE-01A-11R-A109-07
## V84 V85
## 1 TCGA-A2-A0YF-01A-21R-A109-07 TCGA-A2-A0YG-01A-21R-A109-07
## V86 V87
## 1 TCGA-A2-A0YH-01A-11R-A109-07 TCGA-A2-A0YI-01A-31R-A10J-07
## V88 V89
## 1 TCGA-A2-A0YJ-01A-11R-A109-07 TCGA-A2-A0YK-01A-22R-A109-07
## V90 V91
## 1 TCGA-A2-A0YL-01A-21R-A109-07 TCGA-A2-A0YM-01A-11R-A109-07
## V92 V93
## 1 TCGA-A2-A0YT-01A-11R-A109-07 TCGA-A2-A1FV-01A-11R-A13Q-07
## V94 V95
## 1 TCGA-A2-A1FW-01A-11R-A13Q-07 TCGA-A2-A1FX-01A-11R-A13Q-07
## V96 V97
## 1 TCGA-A2-A1FZ-01A-51R-A14D-07 TCGA-A2-A1G0-01A-11R-A13Q-07
## V98 V99
## 1 TCGA-A2-A1G1-01A-21R-A13Q-07 TCGA-A2-A1G4-01A-11R-A13Q-07
## V100 V101
## 1 TCGA-A2-A1G6-01A-11R-A13Q-07 TCGA-A2-A259-01A-11R-A16F-07
## V102 V103
## 1 TCGA-A2-A25A-01A-12R-A16F-07 TCGA-A2-A25B-01A-11R-A169-07
## V104 V105
## 1 TCGA-A2-A25C-01A-11R-A169-07 TCGA-A2-A25D-01A-12R-A16F-07
## V106 V107
## 1 TCGA-A2-A25E-01A-11R-A169-07 TCGA-A2-A25F-01A-11R-A169-07
## V108 V109
## 1 TCGA-A2-A3KC-01A-11R-A213-07 TCGA-A2-A3KD-01A-12R-A213-07
## V110 V111
## 1 TCGA-A2-A3XS-01A-11R-A22U-07 TCGA-A2-A3XT-01A-11R-A22U-07
## V112 V113
## 1 TCGA-A2-A3XU-01A-12R-A22U-07 TCGA-A2-A3XV-01A-21R-A239-07
## V114 V115
## 1 TCGA-A2-A3XW-01A-11R-A239-07 TCGA-A2-A3XX-01A-21R-A239-07
## V116 V117
## 1 TCGA-A2-A3XY-01A-11R-A239-07 TCGA-A2-A3XZ-01A-42R-A239-07
## V118 V119
## 1 TCGA-A2-A3Y0-01A-11R-A239-07 TCGA-A2-A4RW-01A-21R-A266-07
## V120 V121
## 1 TCGA-A2-A4RX-01A-11R-A266-07 TCGA-A2-A4RY-01A-31R-A266-07
## V122 V123
## 1 TCGA-A2-A4S0-01A-21R-A266-07 TCGA-A2-A4S1-01A-21R-A266-07
## V124 V125
## 1 TCGA-A2-A4S2-01A-12R-A266-07 TCGA-A2-A4S3-01A-21R-A266-07
## V126 V127
## 1 TCGA-A7-A0CD-01A-11R-A00Z-07 TCGA-A7-A0CE-11A-21R-A089-07
## V128 V129
## 1 TCGA-A7-A0CE-01A-11R-A00Z-07 TCGA-A7-A0CG-01A-12R-A056-07
## V130 V131
## 1 TCGA-A7-A0CH-11A-32R-A089-07 TCGA-A7-A0CH-01A-21R-A00Z-07
## V132 V133
## 1 TCGA-A7-A0CJ-01A-21R-A00Z-07 TCGA-A7-A0D9-11A-53R-A089-07
## V134 V135
## 1 TCGA-A7-A0D9-01A-31R-A056-07 TCGA-A7-A0DA-01A-31R-A115-07
## V136 V137
## 1 TCGA-A7-A0DB-11A-33R-A089-07 TCGA-A7-A0DB-01A-11R-A00Z-07
## V138 V139
## 1 TCGA-A7-A13D-01A-13R-A12P-07 TCGA-A7-A13E-11A-61R-A12P-07
## V140 V141
## 1 TCGA-A7-A13E-01A-11R-A12P-07 TCGA-A7-A13F-11A-42R-A12P-07
## V142 V143
## 1 TCGA-A7-A13F-01A-11R-A12P-07 TCGA-A7-A13G-11A-51R-A13Q-07
## V144 V145
## 1 TCGA-A7-A13G-01A-11R-A13Q-07 TCGA-A7-A13H-01A-11R-A22K-07
## V146 V147
## 1 TCGA-A7-A26E-01A-11R-A169-07 TCGA-A7-A26F-01A-21R-A169-07
## V148 V149
## 1 TCGA-A7-A26G-01A-21R-A169-07 TCGA-A7-A26H-01A-11R-A169-07
## V150 V151
## 1 TCGA-A7-A26I-01A-11R-A169-07 TCGA-A7-A26J-01A-11R-A169-07
## V152 V153
## 1 TCGA-A7-A2KD-01A-31R-A21T-07 TCGA-A7-A3IY-01A-21R-A21T-07
## V154 V155
## 1 TCGA-A7-A3IZ-01A-11R-A213-07 TCGA-A7-A3J0-01A-11R-A213-07
## V156 V157
## 1 TCGA-A7-A3J1-01A-11R-A213-07 TCGA-A7-A3RF-01A-11R-A22K-07
## V158 V159
## 1 TCGA-A7-A425-01A-11R-A24H-07 TCGA-A7-A426-01A-22R-A24H-07
## V160 V161
## 1 TCGA-A7-A4SA-01A-11R-A266-07 TCGA-A7-A4SB-01A-21R-A266-07
## V162 V163
## 1 TCGA-A7-A4SC-01A-12R-A266-07 TCGA-A7-A4SD-01A-11R-A266-07
## V164 V165
## 1 TCGA-A7-A4SE-01A-11R-A266-07 TCGA-A7-A4SF-01A-11R-A266-07
## V166 V167
## 1 TCGA-A7-A56D-01A-11R-A27Q-07 TCGA-A7-A5ZV-01A-11R-A28M-07
## V168 V169
## 1 TCGA-A7-A5ZW-01A-12R-A29R-07 TCGA-A7-A5ZX-01A-12R-A29R-07
## V170 V171
## 1 TCGA-A7-A6VV-01A-22R-A33J-07 TCGA-A7-A6VW-01A-21R-A33J-07
## V172 V173
## 1 TCGA-A7-A6VX-01A-12R-A33J-07 TCGA-A7-A6VY-01A-12R-A33J-07
## V174 V175
## 1 TCGA-A8-A06N-01A-11R-A00Z-07 TCGA-A8-A06O-01A-11R-A00Z-07
## V176 V177
## 1 TCGA-A8-A06P-01A-11R-A00Z-07 TCGA-A8-A06Q-01A-11R-A034-07
## V178 V179
## 1 TCGA-A8-A06R-01A-11R-A00Z-07 TCGA-A8-A06T-01A-11R-A00Z-07
## V180 V181
## 1 TCGA-A8-A06U-01A-11R-A00Z-07 TCGA-A8-A06X-01A-21R-A00Z-07
## V182 V183
## 1 TCGA-A8-A06Y-01A-21R-A00Z-07 TCGA-A8-A06Z-01A-11R-A00Z-07
## V184 V185
## 1 TCGA-A8-A075-01A-11R-A084-07 TCGA-A8-A076-01A-21R-A00Z-07
## V186 V187
## 1 TCGA-A8-A079-01A-21R-A00Z-07 TCGA-A8-A07B-01A-11R-A00Z-07
## V188 V189
## 1 TCGA-A8-A07C-01A-11R-A034-07 TCGA-A8-A07E-01A-11R-A034-07
## V190 V191
## 1 TCGA-A8-A07F-01A-11R-A00Z-07 TCGA-A8-A07G-01A-11R-A034-07
## V192 V193
## 1 TCGA-A8-A07I-01A-11R-A00Z-07 TCGA-A8-A07J-01A-11R-A00Z-07
## V194 V195
## 1 TCGA-A8-A07L-01A-11R-A00Z-07 TCGA-A8-A07O-01A-11R-A00Z-07
## V196 V197
## 1 TCGA-A8-A07P-01A-11R-A00Z-07 TCGA-A8-A07R-01A-21R-A034-07
## V198 V199
## 1 TCGA-A8-A07S-01A-11R-A034-07 TCGA-A8-A07U-01A-11R-A034-07
## V200 V201
## 1 TCGA-A8-A07W-01A-11R-A00Z-07 TCGA-A8-A07Z-01A-11R-A00Z-07
## V202 V203
## 1 TCGA-A8-A081-01A-11R-A00Z-07 TCGA-A8-A082-01A-11R-A00Z-07
## V204 V205
## 1 TCGA-A8-A083-01A-21R-A00Z-07 TCGA-A8-A084-01A-21R-A00Z-07
## V206 V207
## 1 TCGA-A8-A085-01A-11R-A00Z-07 TCGA-A8-A086-01A-11R-A00Z-07
## V208 V209
## 1 TCGA-A8-A08A-01A-11R-A32Y-07 TCGA-A8-A08B-01A-11R-A00Z-07
## V210 V211
## 1 TCGA-A8-A08C-01A-11R-A00Z-07 TCGA-A8-A08F-01A-11R-A00Z-07
## V212 V213
## 1 TCGA-A8-A08G-01A-11R-A00Z-07 TCGA-A8-A08H-01A-21R-A00Z-07
## V214 V215
## 1 TCGA-A8-A08I-01A-11R-A00Z-07 TCGA-A8-A08J-01A-11R-A00Z-07
## V216 V217
## 1 TCGA-A8-A08L-01A-11R-A00Z-07 TCGA-A8-A08O-01A-21R-A056-07
## V218 V219
## 1 TCGA-A8-A08P-01A-11R-A00Z-07 TCGA-A8-A08R-01A-11R-A034-07
## V220 V221
## 1 TCGA-A8-A08S-01A-11R-A034-07 TCGA-A8-A08T-01A-21R-A00Z-07
## V222 V223
## 1 TCGA-A8-A08X-01A-21R-A00Z-07 TCGA-A8-A08Z-01A-21R-A00Z-07
## V224 V225
## 1 TCGA-A8-A090-01A-11R-A00Z-07 TCGA-A8-A091-01A-11R-A00Z-07
## V226 V227
## 1 TCGA-A8-A092-01A-11R-A00Z-07 TCGA-A8-A093-01A-11R-A00Z-07
## V228 V229
## 1 TCGA-A8-A094-01A-11R-A00Z-07 TCGA-A8-A095-01A-11R-A00Z-07
## V230 V231
## 1 TCGA-A8-A096-01A-11R-A00Z-07 TCGA-A8-A097-01A-11R-A034-07
## V232 V233
## 1 TCGA-A8-A099-01A-11R-A00Z-07 TCGA-A8-A09A-01A-11R-A00Z-07
## V234 V235
## 1 TCGA-A8-A09B-01A-11R-A00Z-07 TCGA-A8-A09C-01A-11R-A00Z-07
## V236 V237
## 1 TCGA-A8-A09D-01A-11R-A00Z-07 TCGA-A8-A09E-01A-11R-A00Z-07
## V238 V239
## 1 TCGA-A8-A09G-01A-21R-A00Z-07 TCGA-A8-A09I-01A-22R-A034-07
## V240 V241
## 1 TCGA-A8-A09K-01A-11R-A00Z-07 TCGA-A8-A09M-01A-11R-A00Z-07
## V242 V243
## 1 TCGA-A8-A09N-01A-11R-A00Z-07 TCGA-A8-A09Q-01A-11R-A00Z-07
## V244 V245
## 1 TCGA-A8-A09R-01A-11R-A00Z-07 TCGA-A8-A09T-01A-11R-A00Z-07
## V246 V247
## 1 TCGA-A8-A09V-01A-11R-A034-07 TCGA-A8-A09W-01A-11R-A00Z-07
## V248 V249
## 1 TCGA-A8-A09X-01A-11R-A00Z-07 TCGA-A8-A09Z-01A-11R-A00Z-07
## V250 V251
## 1 TCGA-A8-A0A1-01A-11R-A00Z-07 TCGA-A8-A0A2-01A-11R-A034-07
## V252 V253
## 1 TCGA-A8-A0A4-01A-11R-A00Z-07 TCGA-A8-A0A6-01A-12R-A056-07
## V254 V255
## 1 TCGA-A8-A0A7-01A-11R-A00Z-07 TCGA-A8-A0A9-01A-11R-A00Z-07
## V256 V257
## 1 TCGA-A8-A0AB-01A-11R-A034-07 TCGA-A8-A0AD-01A-11R-A056-07
## V258 V259
## 1 TCGA-AC-A23C-01A-12R-A169-07 TCGA-AC-A23E-01A-11R-A157-07
## V260 V261
## 1 TCGA-AC-A23G-01A-11R-A213-07 TCGA-AC-A23H-11A-12R-A157-07
## V262 V263
## 1 TCGA-AC-A23H-01A-11R-A157-07 TCGA-AC-A2B8-01A-11R-A17B-07
## V264 V265
## 1 TCGA-AC-A2BK-01A-11R-A21T-07 TCGA-AC-A2BM-01A-11R-A21T-07
## V266 V267
## 1 TCGA-AC-A2FB-11A-13R-A17B-07 TCGA-AC-A2FB-01A-11R-A17B-07
## V268 V269
## 1 TCGA-AC-A2FE-01A-11R-A19W-07 TCGA-AC-A2FF-11A-13R-A17B-07
## V270 V271
## 1 TCGA-AC-A2FF-01A-11R-A17B-07 TCGA-AC-A2FG-01A-11R-A17B-07
## V272 V273
## 1 TCGA-AC-A2FK-01A-12R-A180-07 TCGA-AC-A2FM-11B-32R-A19W-07
## V274 V275
## 1 TCGA-AC-A2FM-01A-11R-A19W-07 TCGA-AC-A2FO-01A-11R-A180-07
## V276 V277
## 1 TCGA-AC-A2QH-01A-11R-A18M-07 TCGA-AC-A2QI-01A-12R-A19W-07
## V278 V279
## 1 TCGA-AC-A2QJ-01A-12R-A19W-07 TCGA-AC-A3BB-01A-21R-A19W-07
## V280 V281
## 1 TCGA-AC-A3EH-01A-22R-A22K-07 TCGA-AC-A3HN-01A-11R-A213-07
## V282 V283
## 1 TCGA-AC-A3OD-01A-11R-A21T-07 TCGA-AC-A3QP-01A-11R-A22U-07
## V284 V285
## 1 TCGA-AC-A3QQ-01A-11R-A22K-07 TCGA-AC-A3TM-01A-11R-A22K-07
## V286 V287
## 1 TCGA-AC-A3TN-01A-11R-A22K-07 TCGA-AC-A3W5-01A-11R-A22K-07
## V288 V289
## 1 TCGA-AC-A3W6-01A-12R-A22K-07 TCGA-AC-A3W7-01A-11R-A22K-07
## V290 V291
## 1 TCGA-AC-A3YI-01A-21R-A239-07 TCGA-AC-A3YJ-01A-11R-A22U-07
## V292 V293
## 1 TCGA-AC-A4ZE-01A-11R-A41B-07 TCGA-AC-A5EH-01A-11R-A28M-07
## V294 V295
## 1 TCGA-AC-A5XS-01A-11R-A29R-07 TCGA-AC-A5XU-01A-11R-A28M-07
## V296 V297
## 1 TCGA-AC-A62V-01A-11R-A31O-07 TCGA-AC-A62X-01A-11R-A29R-07
## V298 V299
## 1 TCGA-AC-A62Y-01A-11R-A29R-07 TCGA-AC-A6IV-01A-12R-A33J-07
## V300 V301
## 1 TCGA-AC-A6IW-01A-12R-A33J-07 TCGA-AC-A6IX-06A-11R-A32P-07
## V302 V303
## 1 TCGA-AC-A6IX-01A-12R-A32P-07 TCGA-AC-A6NO-01A-12R-A33J-07
## V304 V305
## 1 TCGA-AC-A7VB-01A-11R-A352-07 TCGA-AC-A7VC-01A-11R-A352-07
## V306 V307
## 1 TCGA-AC-A8OP-01A-11R-A36F-07 TCGA-AC-A8OQ-01A-11R-A41B-07
## V308 V309
## 1 TCGA-AC-A8OR-01A-21R-A41B-07 TCGA-AC-A8OS-01A-12R-A41B-07
## V310 V311
## 1 TCGA-AN-A03X-01A-21R-A00Z-07 TCGA-AN-A03Y-01A-21R-A00Z-07
## V312 V313
## 1 TCGA-AN-A041-01A-11R-A034-07 TCGA-AN-A046-01A-21R-A034-07
## V314 V315
## 1 TCGA-AN-A049-01A-21R-A00Z-07 TCGA-AN-A04A-01A-21R-A034-07
## V316 V317
## 1 TCGA-AN-A04C-01A-21R-A034-07 TCGA-AN-A04D-01A-21R-A034-07
## V318 V319
## 1 TCGA-AN-A0AJ-01A-11R-A00Z-07 TCGA-AN-A0AK-01A-21R-A00Z-07
## V320 V321
## 1 TCGA-AN-A0AL-01A-11R-A00Z-07 TCGA-AN-A0AM-01A-11R-A034-07
## V322 V323
## 1 TCGA-AN-A0AR-01A-11R-A00Z-07 TCGA-AN-A0AS-01A-11R-A00Z-07
## V324 V325
## 1 TCGA-AN-A0AT-01A-11R-A034-07 TCGA-AN-A0FD-01A-11R-A034-07
## V326 V327
## 1 TCGA-AN-A0FF-01A-11R-A034-07 TCGA-AN-A0FJ-01A-11R-A00Z-07
## V328 V329
## 1 TCGA-AN-A0FK-01A-11R-A034-07 TCGA-AN-A0FL-01A-11R-A034-07
## V330 V331
## 1 TCGA-AN-A0FN-01A-11R-A034-07 TCGA-AN-A0FS-01A-11R-A034-07
## V332 V333
## 1 TCGA-AN-A0FT-01A-11R-A034-07 TCGA-AN-A0FV-01A-11R-A00Z-07
## V334 V335
## 1 TCGA-AN-A0FW-01A-11R-A034-07 TCGA-AN-A0FX-01A-11R-A034-07
## V336 V337
## 1 TCGA-AN-A0FY-01A-11R-A034-07 TCGA-AN-A0FZ-01A-11R-A034-07
## V338 V339
## 1 TCGA-AN-A0G0-01A-11R-A034-07 TCGA-AN-A0XL-01A-11R-A10J-07
## V340 V341
## 1 TCGA-AN-A0XN-01A-21R-A109-07 TCGA-AN-A0XO-01A-11R-A109-07
## V342 V343
## 1 TCGA-AN-A0XP-01A-11R-A109-07 TCGA-AN-A0XR-01A-11R-A109-07
## V344 V345
## 1 TCGA-AN-A0XS-01A-22R-A109-07 TCGA-AN-A0XT-01A-11R-A109-07
## V346 V347
## 1 TCGA-AN-A0XU-01A-11R-A109-07 TCGA-AN-A0XV-01A-11R-A109-07
## V348 V349
## 1 TCGA-AN-A0XW-01A-11R-A109-07 TCGA-AO-A03L-01A-41R-A056-07
## V350 V351
## 1 TCGA-AO-A03M-01B-11R-A10J-07 TCGA-AO-A03N-01B-11R-A10J-07
## V352 V353
## 1 TCGA-AO-A03O-01A-11R-A00Z-07 TCGA-AO-A03P-01A-11R-A00Z-07
## V354 V355
## 1 TCGA-AO-A03R-01A-21R-A034-07 TCGA-AO-A03T-01A-21R-A034-07
## V356 V357
## 1 TCGA-AO-A03U-01B-21R-A10J-07 TCGA-AO-A03V-01A-11R-A115-07
## V358 V359
## 1 TCGA-AO-A0J2-01A-11R-A034-07 TCGA-AO-A0J3-01A-11R-A034-07
## V360 V361
## 1 TCGA-AO-A0J4-01A-11R-A034-07 TCGA-AO-A0J5-01A-11R-A034-07
## V362 V363
## 1 TCGA-AO-A0J6-01A-11R-A034-07 TCGA-AO-A0J7-01A-11R-A034-07
## V364 V365
## 1 TCGA-AO-A0J8-01A-21R-A034-07 TCGA-AO-A0J9-01A-11R-A034-07
## V366 V367
## 1 TCGA-AO-A0JA-01A-11R-A056-07 TCGA-AO-A0JB-01A-11R-A32Y-07
## V368 V369
## 1 TCGA-AO-A0JC-01A-11R-A056-07 TCGA-AO-A0JD-01A-11R-A056-07
## V370 V371
## 1 TCGA-AO-A0JE-01A-11R-A056-07 TCGA-AO-A0JF-01A-11R-A056-07
## V372 V373
## 1 TCGA-AO-A0JG-01A-31R-A084-07 TCGA-AO-A0JI-01A-21R-A056-07
## V374 V375
## 1 TCGA-AO-A0JJ-01A-11R-A056-07 TCGA-AO-A0JL-01A-11R-A056-07
## V376 V377
## 1 TCGA-AO-A0JM-01A-21R-A056-07 TCGA-AO-A124-01A-11R-A10J-07
## V378 V379
## 1 TCGA-AO-A125-01A-11R-A10J-07 TCGA-AO-A126-01A-11R-A10J-07
## V380 V381
## 1 TCGA-AO-A128-01A-11R-A10J-07 TCGA-AO-A129-01A-21R-A10J-07
## V382 V383
## 1 TCGA-AO-A12A-01A-21R-A115-07 TCGA-AO-A12B-01A-11R-A10J-07
## V384 V385
## 1 TCGA-AO-A12C-01A-11R-A10J-07 TCGA-AO-A12D-01A-11R-A115-07
## V386 V387
## 1 TCGA-AO-A12E-01A-11R-A10J-07 TCGA-AO-A12F-01A-11R-A115-07
## V388 V389
## 1 TCGA-AO-A12G-01A-11R-A10J-07 TCGA-AO-A12H-01A-11R-A115-07
## V390 V391
## 1 TCGA-AO-A1KO-01A-31R-A13Q-07 TCGA-AO-A1KP-01A-11R-A13Q-07
## V392 V393
## 1 TCGA-AO-A1KQ-01A-11R-A13Q-07 TCGA-AO-A1KR-01A-12R-A144-07
## V394 V395
## 1 TCGA-AO-A1KS-01A-11R-A13Q-07 TCGA-AO-A1KT-01A-11R-A13Q-07
## V396 V397
## 1 TCGA-AQ-A04H-01B-11R-A10J-07 TCGA-AQ-A04J-01A-02R-A034-07
## V398 V399
## 1 TCGA-AQ-A04L-01B-21R-A10J-07 TCGA-AQ-A0Y5-01A-11R-A14M-07
## V400 V401
## 1 TCGA-AQ-A1H2-01A-11R-A13Q-07 TCGA-AQ-A1H3-01A-31R-A13Q-07
## V402 V403
## 1 TCGA-AQ-A54N-01A-11R-A266-07 TCGA-AQ-A54O-01A-11R-A266-07
## V404 V405
## 1 TCGA-AQ-A7U7-01A-22R-A352-07 TCGA-AR-A0TP-01A-11R-A084-07
## V406 V407
## 1 TCGA-AR-A0TQ-01A-11R-A084-07 TCGA-AR-A0TR-01A-11R-A084-07
## V408 V409
## 1 TCGA-AR-A0TS-01A-11R-A115-07 TCGA-AR-A0TT-01A-31R-A084-07
## V410 V411
## 1 TCGA-AR-A0TU-01A-31R-A109-07 TCGA-AR-A0TV-01A-21R-A084-07
## V412 V413
## 1 TCGA-AR-A0TW-01A-11R-A084-07 TCGA-AR-A0TX-01A-11R-A084-07
## V414 V415
## 1 TCGA-AR-A0TY-01A-12R-A115-07 TCGA-AR-A0TZ-01A-12R-A084-07
## V416 V417
## 1 TCGA-AR-A0U0-01A-11R-A109-07 TCGA-AR-A0U2-01A-11R-A109-07
## V418 V419
## 1 TCGA-AR-A0U3-01A-11R-A109-07 TCGA-AR-A0U4-01A-11R-A109-07
## V420 V421
## 1 TCGA-AR-A1AH-01A-11R-A12D-07 TCGA-AR-A1AI-01A-11R-A12P-07
## V422 V423
## 1 TCGA-AR-A1AJ-01A-21R-A12P-07 TCGA-AR-A1AK-01A-21R-A12P-07
## V424 V425
## 1 TCGA-AR-A1AL-01A-21R-A12P-07 TCGA-AR-A1AM-01A-41R-A22K-07
## V426 V427
## 1 TCGA-AR-A1AN-01A-11R-A12P-07 TCGA-AR-A1AO-01A-11R-A12P-07
## V428 V429
## 1 TCGA-AR-A1AP-01A-11R-A12P-07 TCGA-AR-A1AQ-01A-11R-A12P-07
## V430 V431
## 1 TCGA-AR-A1AR-01A-31R-A137-07 TCGA-AR-A1AS-01A-11R-A12P-07
## V432 V433
## 1 TCGA-AR-A1AT-01A-11R-A12P-07 TCGA-AR-A1AU-01A-11R-A12P-07
## V434 V435
## 1 TCGA-AR-A1AV-01A-21R-A12P-07 TCGA-AR-A1AW-01A-21R-A12P-07
## V436 V437
## 1 TCGA-AR-A1AX-01A-11R-A12P-07 TCGA-AR-A1AY-01A-21R-A12P-07
## V438 V439
## 1 TCGA-AR-A24H-01A-11R-A169-07 TCGA-AR-A24K-01A-11R-A169-07
## V440 V441
## 1 TCGA-AR-A24L-01A-11R-A169-07 TCGA-AR-A24M-01A-11R-A169-07
## V442 V443
## 1 TCGA-AR-A24N-01A-11R-A169-07 TCGA-AR-A24O-01A-11R-A169-07
## V444 V445
## 1 TCGA-AR-A24P-01A-11R-A169-07 TCGA-AR-A24Q-01A-12R-A169-07
## V446 V447
## 1 TCGA-AR-A24R-01A-11R-A169-07 TCGA-AR-A24S-01A-11R-A169-07
## V448 V449
## 1 TCGA-AR-A24T-01A-11R-A169-07 TCGA-AR-A24U-01A-11R-A169-07
## V450 V451
## 1 TCGA-AR-A24V-01A-21R-A169-07 TCGA-AR-A24W-01A-11R-A169-07
## V452 V453
## 1 TCGA-AR-A24X-01A-11R-A169-07 TCGA-AR-A24Z-01A-11R-A169-07
## V454 V455
## 1 TCGA-AR-A250-01A-31R-A169-07 TCGA-AR-A251-01A-12R-A169-07
## V456 V457
## 1 TCGA-AR-A252-01A-11R-A169-07 TCGA-AR-A254-01A-21R-A169-07
## V458 V459
## 1 TCGA-AR-A255-01A-11R-A169-07 TCGA-AR-A256-01A-11R-A169-07
## V460 V461
## 1 TCGA-AR-A2LE-01A-11R-A180-07 TCGA-AR-A2LH-01A-31R-A18M-07
## V462 V463
## 1 TCGA-AR-A2LJ-01A-12R-A19W-07 TCGA-AR-A2LK-01A-11R-A180-07
## V464 V465
## 1 TCGA-AR-A2LL-01A-11R-A180-07 TCGA-AR-A2LM-01A-11R-A180-07
## V466 V467
## 1 TCGA-AR-A2LN-01A-21R-A18M-07 TCGA-AR-A2LO-01A-31R-A18M-07
## V468 V469
## 1 TCGA-AR-A2LQ-01A-22R-A18M-07 TCGA-AR-A2LR-01A-12R-A18M-07
## V470 V471
## 1 TCGA-AR-A5QM-01A-11R-A27Q-07 TCGA-AR-A5QN-01A-12R-A28M-07
## V472 V473
## 1 TCGA-AR-A5QP-01A-11R-A28M-07 TCGA-AR-A5QQ-01A-11R-A28M-07
## V474 V475
## 1 TCGA-B6-A0I1-01A-11R-A21T-07 TCGA-B6-A0I2-01A-11R-A034-07
## V476 V477
## 1 TCGA-B6-A0I5-01A-11R-A034-07 TCGA-B6-A0I6-01A-11R-A034-07
## V478 V479
## 1 TCGA-B6-A0I8-01A-11R-A034-07 TCGA-B6-A0I9-01A-11R-A034-07
## V480 V481
## 1 TCGA-B6-A0IA-01A-11R-A034-07 TCGA-B6-A0IB-01A-11R-A034-07
## V482 V483
## 1 TCGA-B6-A0IC-01A-11R-A034-07 TCGA-B6-A0IE-01A-11R-A034-07
## V484 V485
## 1 TCGA-B6-A0IG-01A-11R-A034-07 TCGA-B6-A0IH-01A-11R-A115-07
## V486 V487
## 1 TCGA-B6-A0IJ-01A-11R-A034-07 TCGA-B6-A0IK-01A-12R-A056-07
## V488 V489
## 1 TCGA-B6-A0IM-01A-11R-A034-07 TCGA-B6-A0IN-01A-11R-A034-07
## V490 V491
## 1 TCGA-B6-A0IO-01A-11R-A034-07 TCGA-B6-A0IP-01A-11R-A034-07
## V492 V493
## 1 TCGA-B6-A0IQ-01A-11R-A034-07 TCGA-B6-A0RE-01A-11R-A056-07
## V494 V495
## 1 TCGA-B6-A0RG-01A-11R-A056-07 TCGA-B6-A0RH-01A-21R-A115-07
## V496 V497
## 1 TCGA-B6-A0RI-01A-11R-A056-07 TCGA-B6-A0RL-01A-11R-A084-07
## V498 V499
## 1 TCGA-B6-A0RM-01A-11R-A084-07 TCGA-B6-A0RN-01A-12R-A084-07
## V500 V501
## 1 TCGA-B6-A0RO-01A-22R-A084-07 TCGA-B6-A0RP-01A-21R-A084-07
## V502 V503
## 1 TCGA-B6-A0RQ-01A-11R-A115-07 TCGA-B6-A0RS-01A-11R-A084-07
## V504 V505
## 1 TCGA-B6-A0RT-01A-21R-A084-07 TCGA-B6-A0RU-01A-11R-A084-07
## V506 V507
## 1 TCGA-B6-A0RV-01A-11R-A084-07 TCGA-B6-A0WS-01A-11R-A115-07
## V508 V509
## 1 TCGA-B6-A0WT-01A-11R-A109-07 TCGA-B6-A0WV-01A-11R-A109-07
## V510 V511
## 1 TCGA-B6-A0WW-01A-11R-A109-07 TCGA-B6-A0WX-01A-11R-A109-07
## V512 V513
## 1 TCGA-B6-A0WY-01A-11R-A109-07 TCGA-B6-A0WZ-01A-11R-A109-07
## V514 V515
## 1 TCGA-B6-A0X0-01A-21R-A115-07 TCGA-B6-A0X1-01A-11R-A109-07
## V516 V517
## 1 TCGA-B6-A0X4-01A-11R-A109-07 TCGA-B6-A0X5-01A-21R-A109-07
## V518 V519
## 1 TCGA-B6-A0X7-01A-11R-A10J-07 TCGA-B6-A1KC-01B-11R-A157-07
## V520 V521
## 1 TCGA-B6-A1KF-01A-11R-A13Q-07 TCGA-B6-A1KI-01A-11R-A14M-07
## V522 V523
## 1 TCGA-B6-A1KN-01A-11R-A13Q-07 TCGA-B6-A2IU-01A-32R-A18M-07
## V524 V525
## 1 TCGA-B6-A3ZX-01A-11R-A239-07 TCGA-B6-A400-01A-11R-A239-07
## V526 V527
## 1 TCGA-B6-A401-01A-11R-A239-07 TCGA-B6-A402-01A-11R-A239-07
## V528 V529
## 1 TCGA-B6-A408-01A-12R-A24H-07 TCGA-B6-A409-01A-11R-A24H-07
## V530 V531
## 1 TCGA-B6-A40B-01A-11R-A239-07 TCGA-B6-A40C-01A-11R-A239-07
## V532 V533
## 1 TCGA-BH-A0AU-11A-11R-A12P-07 TCGA-BH-A0AU-01A-11R-A12P-07
## V534 V535
## 1 TCGA-BH-A0AV-01A-31R-A115-07 TCGA-BH-A0AW-01A-11R-A056-07
## V536 V537
## 1 TCGA-BH-A0AY-11A-23R-A089-07 TCGA-BH-A0AY-01A-21R-A00Z-07
## V538 V539
## 1 TCGA-BH-A0AZ-11A-22R-A12P-07 TCGA-BH-A0AZ-01A-21R-A12P-07
## V540 V541
## 1 TCGA-BH-A0B0-01A-21R-A115-07 TCGA-BH-A0B1-01A-12R-A056-07
## V542 V543
## 1 TCGA-BH-A0B3-11B-21R-A089-07 TCGA-BH-A0B3-01A-11R-A056-07
## V544 V545
## 1 TCGA-BH-A0B4-01A-11R-A00Z-07 TCGA-BH-A0B5-11A-23R-A12P-07
## V546 V547
## 1 TCGA-BH-A0B5-01A-11R-A12P-07 TCGA-BH-A0B6-01A-11R-A19W-07
## V548 V549
## 1 TCGA-BH-A0B7-11A-34R-A115-07 TCGA-BH-A0B7-01A-12R-A115-07
## V550 V551
## 1 TCGA-BH-A0B8-11A-41R-A089-07 TCGA-BH-A0B8-01A-21R-A056-07
## V552 V553
## 1 TCGA-BH-A0B9-01A-11R-A056-07 TCGA-BH-A0BA-11A-22R-A19E-07
## V554 V555
## 1 TCGA-BH-A0BA-01A-11R-A056-07 TCGA-BH-A0BC-11A-22R-A089-07
## V556 V557
## 1 TCGA-BH-A0BC-01A-22R-A084-07 TCGA-BH-A0BD-01A-11R-A034-07
## V558 V559
## 1 TCGA-BH-A0BF-01A-21R-A12P-07 TCGA-BH-A0BG-01A-11R-A115-07
## V560 V561
## 1 TCGA-BH-A0BJ-11A-23R-A089-07 TCGA-BH-A0BJ-01A-11R-A056-07
## V562 V563
## 1 TCGA-BH-A0BL-01A-11R-A115-07 TCGA-BH-A0BM-11A-12R-A089-07
## V564 V565
## 1 TCGA-BH-A0BM-01A-11R-A056-07 TCGA-BH-A0BO-01A-23R-A12D-07
## V566 V567
## 1 TCGA-BH-A0BP-01A-11R-A115-07 TCGA-BH-A0BQ-11A-33R-A115-07
## V568 V569
## 1 TCGA-BH-A0BQ-01A-21R-A115-07 TCGA-BH-A0BR-01A-21R-A115-07
## V570 V571
## 1 TCGA-BH-A0BS-11A-11R-A12P-07 TCGA-BH-A0BS-01A-11R-A12P-07
## V572 V573
## 1 TCGA-BH-A0BT-11A-21R-A12P-07 TCGA-BH-A0BT-01A-11R-A12P-07
## V574 V575
## 1 TCGA-BH-A0BV-11A-31R-A089-07 TCGA-BH-A0BV-01A-11R-A00Z-07
## V576 V577
## 1 TCGA-BH-A0BW-11A-12R-A115-07 TCGA-BH-A0BW-01A-11R-A115-07
## V578 V579
## 1 TCGA-BH-A0BZ-11A-61R-A12P-07 TCGA-BH-A0BZ-01A-31R-A12P-07
## V580 V581
## 1 TCGA-BH-A0C0-11A-21R-A089-07 TCGA-BH-A0C0-01A-21R-A056-07
## V582 V583
## 1 TCGA-BH-A0C1-01B-11R-A12D-07 TCGA-BH-A0C3-11A-23R-A12P-07
## V584 V585
## 1 TCGA-BH-A0C3-01A-21R-A12P-07 TCGA-BH-A0C7-01B-11R-A115-07
## V586 V587
## 1 TCGA-BH-A0DD-11A-23R-A12P-07 TCGA-BH-A0DD-01A-31R-A12P-07
## V588 V589
## 1 TCGA-BH-A0DE-01A-11R-A115-07 TCGA-BH-A0DG-11A-43R-A12P-07
## V590 V591
## 1 TCGA-BH-A0DG-01A-21R-A12P-07 TCGA-BH-A0DH-11A-31R-A089-07
## V592 V593
## 1 TCGA-BH-A0DH-01A-11R-A084-07 TCGA-BH-A0DI-01A-21R-A12P-07
## V594 V595
## 1 TCGA-BH-A0DK-11A-13R-A089-07 TCGA-BH-A0DK-01A-21R-A056-07
## V596 V597
## 1 TCGA-BH-A0DL-11A-13R-A115-07 TCGA-BH-A0DL-01A-11R-A115-07
## V598 V599
## 1 TCGA-BH-A0DO-11A-22R-A12D-07 TCGA-BH-A0DO-01B-11R-A12D-07
## V600 V601
## 1 TCGA-BH-A0DP-11A-12R-A089-07 TCGA-BH-A0DP-01A-21R-A056-07
## V602 V603
## 1 TCGA-BH-A0DQ-11A-12R-A089-07 TCGA-BH-A0DQ-01A-11R-A084-07
## V604 V605
## 1 TCGA-BH-A0DS-01A-11R-A056-07 TCGA-BH-A0DT-11A-12R-A12D-07
## V606 V607
## 1 TCGA-BH-A0DT-01A-21R-A12D-07 TCGA-BH-A0DV-11A-22R-A12P-07
## V608 V609
## 1 TCGA-BH-A0DV-01A-21R-A12P-07 TCGA-BH-A0DX-01A-11R-A115-07
## V610 V611
## 1 TCGA-BH-A0DZ-11A-22R-A089-07 TCGA-BH-A0DZ-01A-11R-A00Z-07
## V612 V613
## 1 TCGA-BH-A0E0-11A-13R-A089-07 TCGA-BH-A0E0-01A-11R-A056-07
## V614 V615
## 1 TCGA-BH-A0E1-11A-13R-A089-07 TCGA-BH-A0E1-01A-11R-A056-07
## V616 V617
## 1 TCGA-BH-A0E2-01A-11R-A056-07 TCGA-BH-A0E6-01A-11R-A034-07
## V618 V619
## 1 TCGA-BH-A0E7-01A-11R-A034-07 TCGA-BH-A0E9-01B-11R-A115-07
## V620 V621
## 1 TCGA-BH-A0EA-01A-11R-A115-07 TCGA-BH-A0EB-01A-11R-A034-07
## V622 V623
## 1 TCGA-BH-A0EE-01A-11R-A034-07 TCGA-BH-A0EI-01A-11R-A115-07
## V624 V625
## 1 TCGA-BH-A0GY-01A-11R-A056-07 TCGA-BH-A0GZ-01A-11R-A056-07
## V626 V627
## 1 TCGA-BH-A0H0-01A-11R-A056-07 TCGA-BH-A0H3-01A-11R-A12P-07
## V628 V629
## 1 TCGA-BH-A0H5-11A-62R-A115-07 TCGA-BH-A0H5-01A-21R-A115-07
## V630 V631
## 1 TCGA-BH-A0H6-01A-21R-A056-07 TCGA-BH-A0H7-11A-13R-A089-07
## V632 V633
## 1 TCGA-BH-A0H7-01A-13R-A056-07 TCGA-BH-A0H9-11A-22R-A466-07
## V634 V635
## 1 TCGA-BH-A0H9-01A-11R-A056-07 TCGA-BH-A0HA-11A-31R-A12P-07
## V636 V637
## 1 TCGA-BH-A0HA-01A-11R-A12P-07 TCGA-BH-A0HB-01A-11R-A056-07
## V638 V639
## 1 TCGA-BH-A0HF-01A-11R-A056-07 TCGA-BH-A0HI-01A-11R-A084-07
## V640 V641
## 1 TCGA-BH-A0HK-11A-11R-A089-07 TCGA-BH-A0HK-01A-11R-A056-07
## V642 V643
## 1 TCGA-BH-A0HL-01A-11R-A10U-07 TCGA-BH-A0HN-01A-11R-A10U-07
## V644 V645
## 1 TCGA-BH-A0HO-01A-11R-A034-07 TCGA-BH-A0HP-01A-12R-A084-07
## V646 V647
## 1 TCGA-BH-A0HQ-01A-11R-A034-07 TCGA-BH-A0HU-01A-11R-A034-07
## V648 V649
## 1 TCGA-BH-A0HW-01A-11R-A034-07 TCGA-BH-A0HX-01A-21R-A056-07
## V650 V651
## 1 TCGA-BH-A0HY-01A-11R-A056-07 TCGA-BH-A0RX-01A-21R-A084-07
## V652 V653
## 1 TCGA-BH-A0W3-01A-11R-A109-07 TCGA-BH-A0W4-01A-11R-A109-07
## V654 V655
## 1 TCGA-BH-A0W5-01A-11R-A109-07 TCGA-BH-A0W7-01A-11R-A115-07
## V656 V657
## 1 TCGA-BH-A0WA-01A-11R-A109-07 TCGA-BH-A18F-01A-11R-A12D-07
## V658 V659
## 1 TCGA-BH-A18G-01A-11R-A12D-07 TCGA-BH-A18H-01A-11R-A12D-07
## V660 V661
## 1 TCGA-BH-A18I-01A-11R-A12D-07 TCGA-BH-A18J-11A-31R-A12D-07
## V662 V663
## 1 TCGA-BH-A18J-01A-11R-A12D-07 TCGA-BH-A18K-11A-13R-A12D-07
## V664 V665
## 1 TCGA-BH-A18K-01A-11R-A12D-07 TCGA-BH-A18L-11A-42R-A12D-07
## V666 V667
## 1 TCGA-BH-A18L-01A-32R-A12D-07 TCGA-BH-A18M-11A-33R-A12D-07
## V668 V669
## 1 TCGA-BH-A18M-01A-11R-A12D-07 TCGA-BH-A18N-11A-43R-A12D-07
## V670 V671
## 1 TCGA-BH-A18N-01A-11R-A12D-07 TCGA-BH-A18P-11A-43R-A12D-07
## V672 V673
## 1 TCGA-BH-A18P-01A-11R-A12D-07 TCGA-BH-A18Q-11A-34R-A12D-07
## V674 V675
## 1 TCGA-BH-A18Q-01A-12R-A12D-07 TCGA-BH-A18R-11A-42R-A12D-07
## V676 V677
## 1 TCGA-BH-A18R-01A-11R-A12D-07 TCGA-BH-A18S-11A-43R-A12D-07
## V678 V679
## 1 TCGA-BH-A18S-01A-11R-A12D-07 TCGA-BH-A18T-01A-11R-A12D-07
## V680 V681
## 1 TCGA-BH-A18U-11A-23R-A12D-07 TCGA-BH-A18U-01A-21R-A12D-07
## V682 V683
## 1 TCGA-BH-A18V-11A-52R-A12D-07 TCGA-BH-A18V-06A-11R-A213-07
## V684 V685
## 1 TCGA-BH-A18V-01A-11R-A12D-07 TCGA-BH-A1EN-11A-23R-A13Q-07
## V686 V687
## 1 TCGA-BH-A1EN-01A-11R-A13Q-07 TCGA-BH-A1EO-11A-31R-A137-07
## V688 V689
## 1 TCGA-BH-A1EO-01A-11R-A137-07 TCGA-BH-A1ES-06A-12R-A24H-07
## V690 V691
## 1 TCGA-BH-A1ES-01A-11R-A137-07 TCGA-BH-A1ET-11B-23R-A137-07
## V692 V693
## 1 TCGA-BH-A1ET-01A-11R-A137-07 TCGA-BH-A1EU-11A-23R-A137-07
## V694 V695
## 1 TCGA-BH-A1EU-01A-11R-A137-07 TCGA-BH-A1EV-11A-24R-A137-07
## V696 V697
## 1 TCGA-BH-A1EV-01A-11R-A137-07 TCGA-BH-A1EW-11B-33R-A137-07
## V698 V699
## 1 TCGA-BH-A1EW-01A-11R-A137-07 TCGA-BH-A1EX-01A-11R-A13Q-07
## V700 V701
## 1 TCGA-BH-A1EY-01A-11R-A13Q-07 TCGA-BH-A1F0-11B-23R-A137-07
## V702 V703
## 1 TCGA-BH-A1F0-01A-11R-A137-07 TCGA-BH-A1F2-11A-32R-A13Q-07
## V704 V705
## 1 TCGA-BH-A1F2-01A-31R-A13Q-07 TCGA-BH-A1F5-01A-12R-A13Q-07
## V706 V707
## 1 TCGA-BH-A1F6-11B-94R-A13Q-07 TCGA-BH-A1F6-01A-11R-A13Q-07
## V708 V709
## 1 TCGA-BH-A1F8-11B-21R-A13Q-07 TCGA-BH-A1F8-01A-11R-A13Q-07
## V710 V711
## 1 TCGA-BH-A1FB-11A-33R-A13Q-07 TCGA-BH-A1FB-01A-11R-A13Q-07
## V712 V713
## 1 TCGA-BH-A1FC-11A-32R-A13Q-07 TCGA-BH-A1FC-01A-11R-A13Q-07
## V714 V715
## 1 TCGA-BH-A1FD-11B-21R-A13Q-07 TCGA-BH-A1FD-01A-11R-A13Q-07
## V716 V717
## 1 TCGA-BH-A1FE-11B-14R-A13Q-07 TCGA-BH-A1FE-06A-11R-A213-07
## V718 V719
## 1 TCGA-BH-A1FE-01A-11R-A13Q-07 TCGA-BH-A1FG-11B-12R-A13Q-07
## V720 V721
## 1 TCGA-BH-A1FG-01A-11R-A13Q-07 TCGA-BH-A1FH-11B-42R-A13Q-07
## V722 V723
## 1 TCGA-BH-A1FH-01A-12R-A13Q-07 TCGA-BH-A1FJ-11B-42R-A13Q-07
## V724 V725
## 1 TCGA-BH-A1FJ-01A-11R-A13Q-07 TCGA-BH-A1FL-01A-11R-A13Q-07
## V726 V727
## 1 TCGA-BH-A1FM-11B-23R-A13Q-07 TCGA-BH-A1FM-01A-11R-A13Q-07
## V728 V729
## 1 TCGA-BH-A1FN-11A-34R-A13Q-07 TCGA-BH-A1FN-01A-11R-A13Q-07
## V730 V731
## 1 TCGA-BH-A1FR-11B-42R-A13Q-07 TCGA-BH-A1FR-01A-11R-A13Q-07
## V732 V733
## 1 TCGA-BH-A1FU-11A-23R-A14D-07 TCGA-BH-A1FU-01A-11R-A14D-07
## V734 V735
## 1 TCGA-BH-A201-01A-11R-A14M-07 TCGA-BH-A202-01A-11R-A14M-07
## V736 V737
## 1 TCGA-BH-A203-11A-42R-A169-07 TCGA-BH-A203-01A-12R-A169-07
## V738 V739
## 1 TCGA-BH-A204-11A-53R-A157-07 TCGA-BH-A204-01A-11R-A157-07
## V740 V741
## 1 TCGA-BH-A208-11A-51R-A157-07 TCGA-BH-A208-01A-11R-A157-07
## V742 V743
## 1 TCGA-BH-A209-11A-42R-A157-07 TCGA-BH-A209-01A-11R-A157-07
## V744 V745
## 1 TCGA-BH-A28O-01A-11R-A22K-07 TCGA-BH-A28Q-01A-11R-A16F-07
## V746 V747
## 1 TCGA-BH-A2L8-01A-11R-A18M-07 TCGA-BH-A42T-01A-11R-A24H-07
## V748 V749
## 1 TCGA-BH-A42U-01A-12R-A24H-07 TCGA-BH-A42V-01A-11R-A24H-07
## V750 V751
## 1 TCGA-BH-A5IZ-01A-11R-A27Q-07 TCGA-BH-A5J0-01A-11R-A27Q-07
## V752 V753
## 1 TCGA-BH-A6R8-01A-21R-A33J-07 TCGA-BH-A6R9-01A-21R-A32P-07
## V754 V755
## 1 TCGA-BH-A8FY-01A-11R-A36F-07 TCGA-BH-A8FZ-01A-11R-A352-07
## V756 V757
## 1 TCGA-BH-A8G0-01A-11R-A352-07 TCGA-BH-AB28-01A-31R-A41B-07
## V758 V759
## 1 TCGA-C8-A12K-01A-21R-A115-07 TCGA-C8-A12L-01A-11R-A115-07
## V760 V761
## 1 TCGA-C8-A12M-01A-11R-A115-07 TCGA-C8-A12N-01A-11R-A115-07
## V762 V763
## 1 TCGA-C8-A12O-01A-11R-A115-07 TCGA-C8-A12P-01A-11R-A115-07
## V764 V765
## 1 TCGA-C8-A12Q-01A-11R-A115-07 TCGA-C8-A12T-01A-11R-A115-07
## V766 V767
## 1 TCGA-C8-A12U-01A-11R-A115-07 TCGA-C8-A12V-01A-11R-A115-07
## V768 V769
## 1 TCGA-C8-A12W-01A-11R-A115-07 TCGA-C8-A12X-01A-11R-A115-07
## V770 V771
## 1 TCGA-C8-A12Y-01A-11R-A12D-07 TCGA-C8-A12Z-01A-11R-A115-07
## V772 V773
## 1 TCGA-C8-A130-01A-31R-A115-07 TCGA-C8-A131-01A-11R-A115-07
## V774 V775
## 1 TCGA-C8-A132-01A-31R-A115-07 TCGA-C8-A133-01A-32R-A12D-07
## V776 V777
## 1 TCGA-C8-A134-01A-11R-A115-07 TCGA-C8-A135-01A-11R-A115-07
## V778 V779
## 1 TCGA-C8-A137-01A-11R-A115-07 TCGA-C8-A138-01A-11R-A115-07
## V780 V781
## 1 TCGA-C8-A1HE-01A-11R-A13Q-07 TCGA-C8-A1HF-01A-11R-A137-07
## V782 V783
## 1 TCGA-C8-A1HG-01A-11R-A137-07 TCGA-C8-A1HI-01A-11R-A137-07
## V784 V785
## 1 TCGA-C8-A1HJ-01A-11R-A13Q-07 TCGA-C8-A1HK-01A-21R-A13Q-07
## V786 V787
## 1 TCGA-C8-A1HL-01A-11R-A137-07 TCGA-C8-A1HM-01A-12R-A137-07
## V788 V789
## 1 TCGA-C8-A1HN-01A-11R-A137-07 TCGA-C8-A1HO-01A-11R-A13Q-07
## V790 V791
## 1 TCGA-C8-A26V-01A-11R-A16F-07 TCGA-C8-A26W-01A-11R-A16F-07
## V792 V793
## 1 TCGA-C8-A26X-01A-31R-A16F-07 TCGA-C8-A26Y-01A-11R-A16F-07
## V794 V795
## 1 TCGA-C8-A26Z-01A-11R-A16F-07 TCGA-C8-A273-01A-11R-A16F-07
## V796 V797
## 1 TCGA-C8-A274-01A-11R-A16F-07 TCGA-C8-A275-01A-21R-A16F-07
## V798 V799
## 1 TCGA-C8-A278-01A-11R-A169-07 TCGA-C8-A27A-01A-11R-A169-07
## V800 V801
## 1 TCGA-C8-A27B-01A-11R-A169-07 TCGA-C8-A3M7-01A-12R-A21T-07
## V802 V803
## 1 TCGA-C8-A3M8-01A-11R-A213-07 TCGA-C8-A8HP-01A-11R-A36F-07
## V804 V805
## 1 TCGA-C8-A8HQ-01A-11R-A36F-07 TCGA-C8-A8HR-01A-11R-A36F-07
## V806 V807
## 1 TCGA-D8-A13Y-01A-11R-A115-07 TCGA-D8-A13Z-01A-11R-A115-07
## V808 V809
## 1 TCGA-D8-A140-01A-11R-A115-07 TCGA-D8-A141-01A-11R-A115-07
## V810 V811
## 1 TCGA-D8-A142-01A-11R-A115-07 TCGA-D8-A143-01A-11R-A115-07
## V812 V813
## 1 TCGA-D8-A145-01A-11R-A115-07 TCGA-D8-A146-01A-31R-A115-07
## V814 V815
## 1 TCGA-D8-A147-01A-11R-A115-07 TCGA-D8-A1J8-01A-11R-A13Q-07
## V816 V817
## 1 TCGA-D8-A1J9-01A-11R-A13Q-07 TCGA-D8-A1JA-01A-11R-A13Q-07
## V818 V819
## 1 TCGA-D8-A1JB-01A-11R-A13Q-07 TCGA-D8-A1JC-01A-11R-A13Q-07
## V820 V821
## 1 TCGA-D8-A1JD-01A-11R-A13Q-07 TCGA-D8-A1JE-01A-11R-A13Q-07
## V822 V823
## 1 TCGA-D8-A1JF-01A-11R-A13Q-07 TCGA-D8-A1JG-01B-11R-A13Q-07
## V824 V825
## 1 TCGA-D8-A1JH-01A-11R-A13Q-07 TCGA-D8-A1JI-01A-11R-A13Q-07
## V826 V827
## 1 TCGA-D8-A1JJ-01A-31R-A14M-07 TCGA-D8-A1JK-01A-11R-A13Q-07
## V828 V829
## 1 TCGA-D8-A1JL-01A-11R-A13Q-07 TCGA-D8-A1JM-01A-11R-A13Q-07
## V830 V831
## 1 TCGA-D8-A1JN-01A-11R-A13Q-07 TCGA-D8-A1JP-01A-11R-A13Q-07
## V832 V833
## 1 TCGA-D8-A1JS-01A-11R-A13Q-07 TCGA-D8-A1JT-01A-31R-A13Q-07
## V834 V835
## 1 TCGA-D8-A1JU-01A-11R-A13Q-07 TCGA-D8-A1X5-01A-11R-A14D-07
## V836 V837
## 1 TCGA-D8-A1X6-01A-11R-A14M-07 TCGA-D8-A1X7-01A-11R-A14M-07
## V838 V839
## 1 TCGA-D8-A1X8-01A-11R-A14M-07 TCGA-D8-A1X9-01A-12R-A157-07
## V840 V841
## 1 TCGA-D8-A1XA-01A-11R-A14D-07 TCGA-D8-A1XB-01A-11R-A14D-07
## V842 V843
## 1 TCGA-D8-A1XC-01A-11R-A14D-07 TCGA-D8-A1XD-01A-11R-A14D-07
## V844 V845
## 1 TCGA-D8-A1XF-01A-11R-A14D-07 TCGA-D8-A1XG-01A-11R-A14D-07
## V846 V847
## 1 TCGA-D8-A1XJ-01A-11R-A14M-07 TCGA-D8-A1XK-01A-21R-A14M-07
## V848 V849
## 1 TCGA-D8-A1XL-01A-11R-A14M-07 TCGA-D8-A1XM-01A-21R-A14M-07
## V850 V851
## 1 TCGA-D8-A1XO-01A-11R-A14M-07 TCGA-D8-A1XQ-01A-11R-A14M-07
## V852 V853
## 1 TCGA-D8-A1XR-01A-11R-A14M-07 TCGA-D8-A1XS-01A-11R-A14M-07
## V854 V855
## 1 TCGA-D8-A1XT-01A-11R-A14M-07 TCGA-D8-A1XU-01A-11R-A14M-07
## V856 V857
## 1 TCGA-D8-A1XV-01A-11R-A14M-07 TCGA-D8-A1XW-01A-11R-A14M-07
## V858 V859
## 1 TCGA-D8-A1XY-01A-11R-A14M-07 TCGA-D8-A1XZ-01A-11R-A14M-07
## V860 V861
## 1 TCGA-D8-A1Y0-01A-11R-A14M-07 TCGA-D8-A1Y1-01A-21R-A14M-07
## V862 V863
## 1 TCGA-D8-A1Y2-01A-11R-A157-07 TCGA-D8-A1Y3-01A-11R-A157-07
## V864 V865
## 1 TCGA-D8-A27E-01A-11R-A16F-07 TCGA-D8-A27F-01A-11R-A16F-07
## V866 V867
## 1 TCGA-D8-A27G-01A-11R-A16F-07 TCGA-D8-A27H-01A-11R-A16F-07
## V868 V869
## 1 TCGA-D8-A27I-01A-11R-A16F-07 TCGA-D8-A27K-01A-11R-A16F-07
## V870 V871
## 1 TCGA-D8-A27L-01A-11R-A16F-07 TCGA-D8-A27M-01A-11R-A16F-07
## V872 V873
## 1 TCGA-D8-A27N-01A-11R-A16F-07 TCGA-D8-A27P-01A-11R-A16F-07
## V874 V875
## 1 TCGA-D8-A27R-01A-11R-A16F-07 TCGA-D8-A27T-01A-11R-A16F-07
## V876 V877
## 1 TCGA-D8-A27V-01A-12R-A17B-07 TCGA-D8-A27W-01A-11R-A16F-07
## V878 V879
## 1 TCGA-D8-A3Z5-01A-41R-A24H-07 TCGA-D8-A3Z6-01A-11R-A239-07
## V880 V881
## 1 TCGA-D8-A4Z1-01A-21R-A266-07 TCGA-D8-A73U-01A-11R-A33J-07
## V882 V883
## 1 TCGA-D8-A73W-01A-22R-A352-07 TCGA-D8-A73X-01A-11R-A32P-07
## V884 V885
## 1 TCGA-E2-A105-01A-11R-A10J-07 TCGA-E2-A106-01A-11R-A10J-07
## V886 V887
## 1 TCGA-E2-A107-01A-11R-A10J-07 TCGA-E2-A108-01A-13R-A10J-07
## V888 V889
## 1 TCGA-E2-A109-01A-11R-A10J-07 TCGA-E2-A10A-01A-21R-A115-07
## V890 V891
## 1 TCGA-E2-A10B-01A-11R-A10J-07 TCGA-E2-A10C-01A-21R-A10J-07
## V892 V893
## 1 TCGA-E2-A10E-01A-21R-A10J-07 TCGA-E2-A10F-01A-11R-A10J-07
## V894 V895
## 1 TCGA-E2-A14N-01A-31R-A137-07 TCGA-E2-A14O-01A-31R-A115-07
## V896 V897
## 1 TCGA-E2-A14P-01A-31R-A12D-07 TCGA-E2-A14Q-01A-11R-A12D-07
## V898 V899
## 1 TCGA-E2-A14R-01A-11R-A115-07 TCGA-E2-A14S-01A-11R-A12D-07
## V900 V901
## 1 TCGA-E2-A14T-01A-11R-A115-07 TCGA-E2-A14U-01A-11R-A22K-07
## V902 V903
## 1 TCGA-E2-A14V-01A-11R-A12D-07 TCGA-E2-A14W-01A-11R-A12D-07
## V904 V905
## 1 TCGA-E2-A14X-01A-11R-A115-07 TCGA-E2-A14Y-01A-21R-A12D-07
## V906 V907
## 1 TCGA-E2-A14Z-01A-11R-A115-07 TCGA-E2-A150-01A-11R-A12D-07
## V908 V909
## 1 TCGA-E2-A152-01A-11R-A12D-07 TCGA-E2-A153-11A-31R-A12D-07
## V910 V911
## 1 TCGA-E2-A153-01A-12R-A12D-07 TCGA-E2-A154-01A-11R-A115-07
## V912 V913
## 1 TCGA-E2-A155-01A-11R-A12D-07 TCGA-E2-A156-01A-11R-A12D-07
## V914 V915
## 1 TCGA-E2-A158-11A-22R-A12D-07 TCGA-E2-A158-01A-11R-A12D-07
## V916 V917
## 1 TCGA-E2-A159-01A-11R-A115-07 TCGA-E2-A15A-06A-11R-A12D-07
## V918 V919
## 1 TCGA-E2-A15A-01A-11R-A12D-07 TCGA-E2-A15C-01A-31R-A12D-07
## V920 V921
## 1 TCGA-E2-A15D-01A-11R-A115-07 TCGA-E2-A15E-06A-11R-A12D-07
## V922 V923
## 1 TCGA-E2-A15E-01A-11R-A12D-07 TCGA-E2-A15F-01A-11R-A115-07
## V924 V925
## 1 TCGA-E2-A15G-01A-11R-A12D-07 TCGA-E2-A15H-01A-11R-A12D-07
## V926 V927
## 1 TCGA-E2-A15I-11A-32R-A137-07 TCGA-E2-A15I-01A-21R-A137-07
## V928 V929
## 1 TCGA-E2-A15J-01A-11R-A12P-07 TCGA-E2-A15K-11A-13R-A12P-07
## V930 V931
## 1 TCGA-E2-A15K-06A-11R-A12P-07 TCGA-E2-A15K-01A-11R-A12P-07
## V932 V933
## 1 TCGA-E2-A15L-01A-11R-A12D-07 TCGA-E2-A15M-11A-22R-A12D-07
## V934 V935
## 1 TCGA-E2-A15M-01A-11R-A12D-07 TCGA-E2-A15O-01A-11R-A115-07
## V936 V937
## 1 TCGA-E2-A15P-01A-11R-A115-07 TCGA-E2-A15R-01A-11R-A115-07
## V938 V939
## 1 TCGA-E2-A15S-01A-11R-A115-07 TCGA-E2-A15T-01A-11R-A115-07
## V940 V941
## 1 TCGA-E2-A1AZ-01A-11R-A12P-07 TCGA-E2-A1B0-01A-11R-A12P-07
## V942 V943
## 1 TCGA-E2-A1B1-01A-21R-A12P-07 TCGA-E2-A1B4-01A-11R-A12P-07
## V944 V945
## 1 TCGA-E2-A1B5-01A-21R-A12P-07 TCGA-E2-A1B6-01A-31R-A12P-07
## V946 V947
## 1 TCGA-E2-A1BC-11A-32R-A12P-07 TCGA-E2-A1BC-01A-11R-A12P-07
## V948 V949
## 1 TCGA-E2-A1BD-01A-11R-A12P-07 TCGA-E2-A1IE-01A-11R-A13Q-07
## V950 V951
## 1 TCGA-E2-A1IF-01A-11R-A144-07 TCGA-E2-A1IG-11A-22R-A144-07
## V952 V953
## 1 TCGA-E2-A1IG-01A-11R-A144-07 TCGA-E2-A1IH-01A-11R-A13Q-07
## V954 V955
## 1 TCGA-E2-A1II-01A-11R-A144-07 TCGA-E2-A1IJ-01A-11R-A144-07
## V956 V957
## 1 TCGA-E2-A1IK-01A-11R-A144-07 TCGA-E2-A1IL-01A-11R-A14D-07
## V958 V959
## 1 TCGA-E2-A1IN-01A-11R-A13Q-07 TCGA-E2-A1IO-01A-11R-A144-07
## V960 V961
## 1 TCGA-E2-A1IU-01A-11R-A14D-07 TCGA-E2-A1L6-01A-11R-A13Q-07
## V962 V963
## 1 TCGA-E2-A1L7-11A-33R-A144-07 TCGA-E2-A1L7-01A-11R-A144-07
## V964 V965
## 1 TCGA-E2-A1L8-01A-11R-A13Q-07 TCGA-E2-A1L9-01A-11R-A13Q-07
## V966 V967
## 1 TCGA-E2-A1LA-01A-11R-A144-07 TCGA-E2-A1LB-11A-22R-A144-07
## V968 V969
## 1 TCGA-E2-A1LB-01A-11R-A144-07 TCGA-E2-A1LE-01A-12R-A19W-07
## V970 V971
## 1 TCGA-E2-A1LG-01A-21R-A14M-07 TCGA-E2-A1LH-11A-22R-A14D-07
## V972 V973
## 1 TCGA-E2-A1LH-01A-11R-A14D-07 TCGA-E2-A1LI-01A-12R-A157-07
## V974 V975
## 1 TCGA-E2-A1LK-01A-21R-A14D-07 TCGA-E2-A1LL-01A-11R-A144-07
## V976 V977
## 1 TCGA-E2-A1LS-11A-32R-A157-07 TCGA-E2-A1LS-01A-12R-A157-07
## V978 V979
## 1 TCGA-E2-A2P5-01A-11R-A19W-07 TCGA-E2-A2P6-01A-11R-A19W-07
## V980 V981
## 1 TCGA-E2-A3DX-01A-21R-A213-07 TCGA-E2-A56Z-01A-12R-A29R-07
## V982 V983
## 1 TCGA-E2-A570-01A-11R-A29R-07 TCGA-E2-A572-01A-13R-A31O-07
## V984 V985
## 1 TCGA-E2-A573-01A-11R-A29R-07 TCGA-E2-A574-01A-11R-A29R-07
## V986 V987
## 1 TCGA-E2-A576-01A-11R-A31O-07 TCGA-E2-A9RU-01A-11R-A41B-07
## V988 V989
## 1 TCGA-E9-A1N3-01A-12R-A157-07 TCGA-E9-A1N4-11A-33R-A14M-07
## V990 V991
## 1 TCGA-E9-A1N4-01A-11R-A14M-07 TCGA-E9-A1N5-11A-41R-A14D-07
## V992 V993
## 1 TCGA-E9-A1N5-01A-11R-A14D-07 TCGA-E9-A1N6-11A-32R-A144-07
## V994 V995
## 1 TCGA-E9-A1N6-01A-11R-A144-07 TCGA-E9-A1N8-01A-11R-A144-07
## V996 V997
## 1 TCGA-E9-A1N9-11A-71R-A14D-07 TCGA-E9-A1N9-01A-11R-A14D-07
## V998 V999
## 1 TCGA-E9-A1NA-11A-33R-A144-07 TCGA-E9-A1NA-01A-11R-A144-07
## V1000 V1001
## 1 TCGA-E9-A1NC-01A-21R-A26B-07 TCGA-E9-A1ND-11A-43R-A144-07
## V1002 V1003
## 1 TCGA-E9-A1ND-01A-11R-A144-07 TCGA-E9-A1NE-01A-21R-A14M-07
## V1004 V1005
## 1 TCGA-E9-A1NF-11A-73R-A14D-07 TCGA-E9-A1NF-01A-11R-A14D-07
## V1006 V1007
## 1 TCGA-E9-A1NG-11A-52R-A14M-07 TCGA-E9-A1NG-01A-21R-A14M-07
## V1008 V1009
## 1 TCGA-E9-A1NH-01A-11R-A14D-07 TCGA-E9-A1NI-01A-11R-A14D-07
## V1010 V1011
## 1 TCGA-E9-A1QZ-01A-21R-A169-07 TCGA-E9-A1R0-01A-22R-A16F-07
## V1012 V1013
## 1 TCGA-E9-A1R2-01A-11R-A14D-07 TCGA-E9-A1R3-01A-31R-A14M-07
## V1014 V1015
## 1 TCGA-E9-A1R4-01A-21R-A14D-07 TCGA-E9-A1R5-01A-11R-A14M-07
## V1016 V1017
## 1 TCGA-E9-A1R6-01A-11R-A14D-07 TCGA-E9-A1R7-11A-42R-A14M-07
## V1018 V1019
## 1 TCGA-E9-A1R7-01A-11R-A14M-07 TCGA-E9-A1RA-01A-11R-A14D-07
## V1020 V1021
## 1 TCGA-E9-A1RB-11A-33R-A157-07 TCGA-E9-A1RB-01A-11R-A157-07
## V1022 V1023
## 1 TCGA-E9-A1RC-11A-33R-A157-07 TCGA-E9-A1RC-01A-11R-A157-07
## V1024 V1025
## 1 TCGA-E9-A1RD-11A-33R-A157-07 TCGA-E9-A1RD-01A-11R-A157-07
## V1026 V1027
## 1 TCGA-E9-A1RE-01A-11R-A157-07 TCGA-E9-A1RF-11A-32R-A157-07
## V1028 V1029
## 1 TCGA-E9-A1RF-01A-11R-A157-07 TCGA-E9-A1RG-01A-11R-A14D-07
## V1030 V1031
## 1 TCGA-E9-A1RH-11A-34R-A169-07 TCGA-E9-A1RH-01A-21R-A169-07
## V1032 V1033
## 1 TCGA-E9-A1RI-11A-41R-A169-07 TCGA-E9-A1RI-01A-11R-A169-07
## V1034 V1035
## 1 TCGA-E9-A226-01A-21R-A157-07 TCGA-E9-A227-01A-11R-A157-07
## V1036 V1037
## 1 TCGA-E9-A228-01A-31R-A157-07 TCGA-E9-A229-01A-31R-A157-07
## V1038 V1039
## 1 TCGA-E9-A22A-01A-11R-A157-07 TCGA-E9-A22B-01A-11R-A157-07
## V1040 V1041
## 1 TCGA-E9-A22D-01A-11R-A157-07 TCGA-E9-A22E-01A-11R-A157-07
## V1042 V1043
## 1 TCGA-E9-A22G-01A-11R-A157-07 TCGA-E9-A22H-01A-11R-A157-07
## V1044 V1045
## 1 TCGA-E9-A243-01A-21R-A169-07 TCGA-E9-A244-01A-11R-A169-07
## V1046 V1047
## 1 TCGA-E9-A245-01A-22R-A16F-07 TCGA-E9-A247-01A-11R-A169-07
## V1048 V1049
## 1 TCGA-E9-A248-01A-11R-A169-07 TCGA-E9-A249-01A-11R-A169-07
## V1050 V1051
## 1 TCGA-E9-A24A-01A-11R-A169-07 TCGA-E9-A295-01A-11R-A16F-07
## V1052 V1053
## 1 TCGA-E9-A2JS-01A-11R-A180-07 TCGA-E9-A2JT-01A-22R-A18M-07
## V1054 V1055
## 1 TCGA-E9-A3HO-01A-11R-A213-07 TCGA-E9-A3Q9-01A-11R-A21T-07
## V1056 V1057
## 1 TCGA-E9-A3QA-01A-61R-A22K-07 TCGA-E9-A3X8-01A-31R-A22U-07
## V1058 V1059
## 1 TCGA-E9-A54X-01A-11R-A266-07 TCGA-E9-A54Y-01A-11R-A466-07
## V1060 V1061
## 1 TCGA-E9-A5FK-01A-11R-A27Q-07 TCGA-E9-A5FL-01A-11R-A27Q-07
## V1062 V1063
## 1 TCGA-E9-A5UO-01A-11R-A28M-07 TCGA-E9-A5UP-01A-11R-A28M-07
## V1064 V1065
## 1 TCGA-E9-A6HE-01A-11R-A31O-07 TCGA-EW-A1IW-01A-11R-A13Q-07
## V1066 V1067
## 1 TCGA-EW-A1IX-01A-12R-A144-07 TCGA-EW-A1IY-01A-11R-A13Q-07
## V1068 V1069
## 1 TCGA-EW-A1IZ-01A-11R-A13Q-07 TCGA-EW-A1J1-01A-11R-A13Q-07
## V1070 V1071
## 1 TCGA-EW-A1J2-01A-21R-A13Q-07 TCGA-EW-A1J3-01A-11R-A13Q-07
## V1072 V1073
## 1 TCGA-EW-A1J5-01A-11R-A13Q-07 TCGA-EW-A1J6-01A-11R-A13Q-07
## V1074 V1075
## 1 TCGA-EW-A1OV-01A-11R-A144-07 TCGA-EW-A1OW-01A-21R-A144-07
## V1076 V1077
## 1 TCGA-EW-A1OX-01A-11R-A144-07 TCGA-EW-A1OY-01A-11R-A144-07
## V1078 V1079
## 1 TCGA-EW-A1OZ-01A-11R-A144-07 TCGA-EW-A1P0-01A-11R-A144-07
## V1080 V1081
## 1 TCGA-EW-A1P1-01A-31R-A14D-07 TCGA-EW-A1P3-01A-11R-A144-07
## V1082 V1083
## 1 TCGA-EW-A1P4-01A-21R-A144-07 TCGA-EW-A1P5-01A-11R-A144-07
## V1084 V1085
## 1 TCGA-EW-A1P6-01A-11R-A144-07 TCGA-EW-A1P7-01A-21R-A144-07
## V1086 V1087
## 1 TCGA-EW-A1P8-01A-11R-A144-07 TCGA-EW-A1PA-01A-11R-A144-07
## V1088 V1089
## 1 TCGA-EW-A1PB-01A-11R-A144-07 TCGA-EW-A1PC-01B-11R-A21T-07
## V1090 V1091
## 1 TCGA-EW-A1PD-01A-11R-A144-07 TCGA-EW-A1PE-01A-11R-A144-07
## V1092 V1093
## 1 TCGA-EW-A1PF-01A-11R-A144-07 TCGA-EW-A1PG-01A-11R-A144-07
## V1094 V1095
## 1 TCGA-EW-A1PH-01A-11R-A14M-07 TCGA-EW-A2FR-01A-11R-A21T-07
## V1096 V1097
## 1 TCGA-EW-A2FS-01A-11R-A17B-07 TCGA-EW-A2FV-01A-11R-A17B-07
## V1098 V1099
## 1 TCGA-EW-A2FW-01A-11R-A17B-07 TCGA-EW-A3E8-01B-11R-A24H-07
## V1100 V1101
## 1 TCGA-EW-A3U0-01A-11R-A22K-07 TCGA-EW-A423-01A-11R-A24H-07
## V1102 V1103
## 1 TCGA-EW-A424-01A-11R-A24H-07 TCGA-EW-A6S9-01A-22R-A33J-07
## V1104 V1105
## 1 TCGA-EW-A6SA-01A-21R-A32P-07 TCGA-EW-A6SB-01A-12R-A32P-07
## V1106 V1107
## 1 TCGA-EW-A6SC-01A-12R-A32P-07 TCGA-EW-A6SD-01A-12R-A33J-07
## V1108 V1109
## 1 TCGA-GI-A2C8-11A-22R-A16F-07 TCGA-GI-A2C8-01A-11R-A16F-07
## V1110 V1111
## 1 TCGA-GI-A2C9-11A-22R-A21T-07 TCGA-GI-A2C9-01A-11R-A21T-07
## V1112 V1113
## 1 TCGA-GM-A2D9-01A-11R-A18M-07 TCGA-GM-A2DA-01A-11R-A18M-07
## V1114 V1115
## 1 TCGA-GM-A2DB-01A-31R-A18M-07 TCGA-GM-A2DC-01A-11R-A18M-07
## V1116 V1117
## 1 TCGA-GM-A2DD-01A-11R-A180-07 TCGA-GM-A2DF-01A-11R-A180-07
## V1118 V1119
## 1 TCGA-GM-A2DH-01A-11R-A180-07 TCGA-GM-A2DI-01A-31R-A18M-07
## V1120 V1121
## 1 TCGA-GM-A2DK-01A-21R-A180-07 TCGA-GM-A2DL-01A-11R-A18M-07
## V1122 V1123
## 1 TCGA-GM-A2DM-01A-11R-A180-07 TCGA-GM-A2DN-01A-11R-A180-07
## V1124 V1125
## 1 TCGA-GM-A2DO-01A-11R-A18M-07 TCGA-GM-A3NW-01A-21R-A22K-07
## V1126 V1127
## 1 TCGA-GM-A3NY-01A-11R-A21T-07 TCGA-GM-A3XG-01A-31R-A24H-07
## V1128 V1129
## 1 TCGA-GM-A3XL-01A-11R-A22U-07 TCGA-GM-A3XN-01A-12R-A22U-07
## V1130 V1131
## 1 TCGA-GM-A4E0-01A-12R-A266-07 TCGA-GM-A5PV-01A-11R-A28M-07
## V1132 V1133
## 1 TCGA-GM-A5PX-01A-12R-A28M-07 TCGA-HN-A2NL-01A-11R-A18M-07
## V1134 V1135
## 1 TCGA-HN-A2OB-01A-21R-A27Q-07 TCGA-JL-A3YW-01A-12R-A239-07
## V1136 V1137
## 1 TCGA-JL-A3YX-01A-11R-A22U-07 TCGA-LD-A66U-01A-11R-A31O-07
## V1138 V1139
## 1 TCGA-LD-A74U-01A-13R-A33J-07 TCGA-LD-A7W5-01A-22R-A352-07
## V1140 V1141
## 1 TCGA-LD-A7W6-01A-81R-A352-07 TCGA-LD-A9QF-01A-32R-A41B-07
## V1142 V1143
## 1 TCGA-LL-A440-01A-11R-A24H-07 TCGA-LL-A441-01A-11R-A24H-07
## V1144 V1145
## 1 TCGA-LL-A442-01A-11R-A24H-07 TCGA-LL-A50Y-01A-11R-A266-07
## V1146 V1147
## 1 TCGA-LL-A5YL-01A-12R-A29R-07 TCGA-LL-A5YM-01A-11R-A28M-07
## V1148 V1149
## 1 TCGA-LL-A5YN-01A-11R-A28M-07 TCGA-LL-A5YO-01A-21R-A28M-07
## V1150 V1151
## 1 TCGA-LL-A5YP-01A-21R-A28M-07 TCGA-LL-A6FP-01A-11R-A31O-07
## V1152 V1153
## 1 TCGA-LL-A6FQ-01A-11R-A31O-07 TCGA-LL-A6FR-01A-12R-A31O-07
## V1154 V1155
## 1 TCGA-LL-A73Y-01A-11R-A33J-07 TCGA-LL-A73Z-01A-11R-A32P-07
## V1156 V1157
## 1 TCGA-LL-A740-01A-21R-A32P-07 TCGA-LL-A7SZ-01A-32R-A352-07
## V1158 V1159
## 1 TCGA-LL-A7T0-01A-31R-A352-07 TCGA-LL-A8F5-01A-11R-A36F-07
## V1160 V1161
## 1 TCGA-LL-A9Q3-01A-11R-A41B-07 TCGA-LQ-A4E4-01A-11R-A266-07
## V1162 V1163
## 1 TCGA-MS-A51U-01A-31R-A266-07 TCGA-OK-A5Q2-01A-11R-A27Q-07
## V1164 V1165
## 1 TCGA-OL-A5D6-01A-21R-A27Q-07 TCGA-OL-A5D7-01A-11R-A27Q-07
## V1166 V1167
## 1 TCGA-OL-A5D8-01A-11R-A27Q-07 TCGA-OL-A5DA-01A-11R-A27Q-07
## V1168 V1169
## 1 TCGA-OL-A5RU-01A-11R-A28M-07 TCGA-OL-A5RV-01A-12R-A28M-07
## V1170 V1171
## 1 TCGA-OL-A5RW-01A-11R-A28M-07 TCGA-OL-A5RX-01A-11R-A28M-07
## V1172 V1173
## 1 TCGA-OL-A5RY-01A-21R-A28M-07 TCGA-OL-A5RZ-01A-11R-A28M-07
## V1174 V1175
## 1 TCGA-OL-A5S0-01A-11R-A28M-07 TCGA-OL-A66H-01A-11R-A29R-07
## V1176 V1177
## 1 TCGA-OL-A66I-01A-21R-A29R-07 TCGA-OL-A66J-01A-11R-A29R-07
## V1178 V1179
## 1 TCGA-OL-A66K-01A-11R-A29R-07 TCGA-OL-A66L-01A-12R-A31O-07
## V1180 V1181
## 1 TCGA-OL-A66N-01A-12R-A31O-07 TCGA-OL-A66O-01A-11R-A31O-07
## V1182 V1183
## 1 TCGA-OL-A66P-01A-11R-A31O-07 TCGA-OL-A6VO-01A-12R-A33J-07
## V1184 V1185
## 1 TCGA-OL-A6VQ-01A-12R-A41B-07 TCGA-OL-A6VR-01A-32R-A33J-07
## V1186 V1187
## 1 TCGA-OL-A97C-01A-32R-A41B-07 TCGA-PE-A5DC-01A-12R-A27Q-07
## V1188 V1189
## 1 TCGA-PE-A5DD-01A-12R-A27Q-07 TCGA-PE-A5DE-01A-11R-A27Q-07
## V1190 V1191
## 1 TCGA-PL-A8LV-01A-21R-A41B-07 TCGA-PL-A8LX-01A-11R-A41B-07
## V1192 V1193
## 1 TCGA-PL-A8LY-01A-11R-A41B-07 TCGA-PL-A8LZ-01A-31R-A36F-07
## V1194 V1195
## 1 TCGA-S3-A6ZF-01A-32R-A32P-07 TCGA-S3-A6ZG-01A-22R-A32P-07
## V1196 V1197
## 1 TCGA-S3-A6ZH-01A-22R-A32P-07 TCGA-S3-AA0Z-01A-11R-A41B-07
## V1198 V1199
## 1 TCGA-S3-AA10-01A-21R-A41B-07 TCGA-S3-AA11-01A-31R-A41B-07
## V1200 V1201
## 1 TCGA-S3-AA12-01A-11R-A41B-07 TCGA-S3-AA14-01A-11R-A41B-07
## V1202 V1203
## 1 TCGA-S3-AA15-01A-11R-A41B-07 TCGA-S3-AA17-01A-11R-A41B-07
## V1204 V1205
## 1 TCGA-UL-AAZ6-01A-11R-A41B-07 TCGA-UU-A93S-01A-21R-A41B-07
## V1206 V1207
## 1 TCGA-V7-A7HQ-01A-11R-A33J-07 TCGA-W8-A86G-01A-21R-A36F-07
## V1208 V1209
## 1 TCGA-WT-AB41-01A-11R-A41B-07 TCGA-WT-AB44-01A-11R-A41B-07
## V1210 V1211
## 1 TCGA-XX-A899-01A-11R-A36F-07 TCGA-XX-A89A-01A-11R-A36F-07
## V1212 V1213
## 1 TCGA-Z7-A8R5-01A-42R-A41B-07 TCGA-Z7-A8R6-01A-11R-A41B-07Data Preprocessing
Next we take a look at our data. Since this is a very large dataset, we are not going to display all the rows and columns, but only the first 5 rows and columns. ‘mrnaNorm’ contains 20,531 rows, representing the genes and their expressions, and 1213 columns (1212 subjects and the first column containing gene names).
# cell #3
dim(mrnaNorm)## [1] 20531 1213dim(mrnaIDs)## [1] 1 1212mrnaIDs5 = mrnaIDs[,c(1,2,3,4,5)] # extract first 5 patientIDs
mrnaNorm5x5 = mrnaNorm[1:5, 1:5] # first 5 rows and columns
head(mrnaIDs5, 2) # display first two rows## V2 V3
## 1 TCGA-3C-AAAU-01A-11R-A41B-07 TCGA-3C-AALI-01A-11R-A41B-07
## V4 V5
## 1 TCGA-3C-AALJ-01A-31R-A41B-07 TCGA-3C-AALK-01A-11R-A41B-07
## V6
## 1 TCGA-4H-AAAK-01A-12R-A41B-07head(mrnaNorm, 2) # display first two rows## V1 V2 V3 V4 V5 V6 V7 V8 V9 V10
## 1 ?|100130426 0.0000 0.0000 0.9066 0.0000 0.0000 0.0000 0 0.0000 0.0000
## 2 ?|100133144 16.3644 9.2659 11.6228 12.0894 6.8468 3.9889 0 1.4644 15.3396
## V11 V12 V13 V14 V15 V16 V17 V18 V19 V20
## 1 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.5178 10.037 10.2517 6.0625 1.6902 3.7905 1.6424 50.5641 6.5562 12.5818
## V21 V22 V23 V24 V25 V26 V27 V28 V29 V30 V31
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0 0.0000 0.0000
## 2 12.5687 11.7293 0.5769 5.3011 1.2241 1.1801 3.6258 16.6878 0 4.5142 1.3076
## V32 V33 V34 V35 V36 V37 V38 V39 V40 V41 V42
## 1 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0 0.0000 0
## 2 1.4779 9.4446 0.998 10.7672 19.7115 9.8632 10.2346 7.4676 0 1.4905 0
## V43 V44 V45 V46 V47 V48 V49 V50 V51 V52 V53
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.3845 3.5615 6.0066 1.0049 9.3125 7.1857 2.5659 5.3773 9.8281 12.6197 7.4762
## V54 V55 V56 V57 V58 V59 V60 V61 V62 V63 V64
## 1 0.0000 0.3302 0.0000 0.0000 0.0000 0.000 0.0000 0.000 0.000 0.0000 0.0000
## 2 10.1456 4.0290 3.4684 2.1993 9.4756 7.766 9.8895 4.396 4.176 8.0526 6.2239
## V65 V66 V67 V68 V69 V70 V71 V72 V73 V74
## 1 0.0000 0.0000 0.0000 0.0000 0.2813 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.6524 6.7911 2.6265 1.6315 5.9806 0.4387 12.3539 6.4181 8.6466 3.1723
## V75 V76 V77 V78 V79 V80 V81 V82 V83 V84 V85
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000
## 2 20.3388 7.5193 4.9341 7.2508 4.5768 6.9474 1.586 2.6025 23.8942 1.8358 8.5185
## V86 V87 V88 V89 V90 V91 V92 V93 V94 V95
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000
## 2 3.0155 17.4747 5.7893 12.1946 7.6688 28.8549 15.063 14.5507 32.0154 2.2206
## V96 V97 V98 V99 V100 V101 V102 V103 V104 V105
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.0091 11.3741 10.5037 3.9466 7.8319 13.5805 11.5625 15.1118 21.7468 0.9254
## V106 V107 V108 V109 V110 V111 V112 V113 V114 V115 V116
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0 0.0000 0.0000 0.0000
## 2 11.5629 2.6526 9.5154 7.6046 16.7663 20.1082 1.3252 0 1.0985 3.6535 9.6884
## V117 V118 V119 V120 V121 V122 V123 V124 V125 V126
## 1 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0 0.0000 0.0000 0.0000
## 2 4.3694 3.7005 15.3632 10.8003 14.188 12.2656 0 15.1422 5.3792 0.5439
## V127 V128 V129 V130 V131 V132 V133 V134 V135 V136
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000
## 2 4.3333 11.0789 3.3673 4.2087 5.9183 8.3819 3.055 26.8176 24.1031 3.2784
## V137 V138 V139 V140 V141 V142 V143 V144 V145 V146 V147
## 1 0.0000 0.0000 0.0000 0.000 0.0000 0 0.0000 0.0000 0.0000 0.0000 0.000
## 2 0.8851 8.3152 2.0931 4.266 1.6345 0 6.2993 13.1351 8.7278 16.4216 13.517
## V148 V149 V150 V151 V152 V153 V154 V155 V156 V157 V158
## 1 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.000 0.000 0.0000 0 1.7940
## 2 1.5634 10.3029 14.9129 9.145 6.3175 2.6197 11.242 8.079 11.4725 0 6.5016
## V159 V160 V161 V162 V163 V164 V165 V166 V167 V168 V169
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0 0.0000
## 2 3.5302 30.7158 12.0418 8.6674 6.4129 12.0658 1.7005 4.6729 2.3321 0 3.2532
## V170 V171 V172 V173 V174 V175 V176 V177 V178 V179
## 1 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000
## 2 9.3661 4.9776 2.0721 2.577 12.0721 17.0783 2.885 23.0229 11.2189 8.7476
## V180 V181 V182 V183 V184 V185 V186 V187 V188 V189
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 28.2614 23.9444 3.7975 5.2663 15.1882 8.4121 7.0241 5.4945 23.7101 9.8252
## V190 V191 V192 V193 V194 V195 V196 V197 V198 V199
## 1 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 14.8703 8.0048 6.394 2.5578 11.9979 4.1896 1.5999 41.3866 1.3823 17.0568
## V200 V201 V202 V203 V204 V205 V206 V207 V208 V209 V210
## 1 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.000 0.000 0.0000
## 2 9.9595 1.6459 12.2367 9.372 3.6753 4.5789 3.7384 14.0011 10.413 17.023 4.7071
## V211 V212 V213 V214 V215 V216 V217 V218 V219 V220
## 1 0.0000 0.8705 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.3152 0.0000
## 2 5.4234 24.3047 2.5482 9.5031 9.1317 10.3648 9.6553 12.4246 23.9718 2.8645
## V221 V222 V223 V224 V225 V226 V227 V228 V229 V230 V231
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000
## 2 5.8136 5.6453 7.0822 4.7444 4.2081 6.7737 11.4431 1.0244 12.2922 2.395 3.8146
## V232 V233 V234 V235 V236 V237 V238 V239 V240 V241
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.2191 4.6715 14.7018 10.2757 14.6431 3.2901 14.7567 20.5086 16.6698 5.3312
## V242 V243 V244 V245 V246 V247 V248 V249 V250 V251 V252
## 1 0.000 0.0000 0.0000 0.0000 0.0000 0 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 6.895 7.2555 9.7992 5.5031 22.1226 0 5.1371 12.7052 16.2651 4.1858 9.6842
## V253 V254 V255 V256 V257 V258 V259 V260 V261 V262 V263
## 1 0.000 0.0000 0.0000 0.000 0 0.000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.172 2.9525 15.2988 13.154 0 14.703 2.8676 1.0174 5.8538 4.9602 18.0071
## V264 V265 V266 V267 V268 V269 V270 V271 V272 V273
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.1398 6.0928 11.1613 10.3153 2.3238 9.4621 9.6908 3.8067 15.9893 0.4078
## V274 V275 V276 V277 V278 V279 V280 V281 V282 V283 V284
## 1 0.000 0.0000 0.0000 0.0000 0 0.0000 0.0000 0.0000 0.0000 0.000 0.0000
## 2 8.286 4.7634 3.1987 3.4376 0 2.3165 3.0891 10.8922 9.5439 2.713 1.2369
## V285 V286 V287 V288 V289 V290 V291 V292 V293 V294 V295 V296
## 1 0.000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.00 0 0 0.0 0.0000
## 2 3.178 1.0274 4.385 4.2235 19.6374 12.0349 6.2417 36.19 0 0 7.5 1.9303
## V297 V298 V299 V300 V301 V302 V303 V304 V305 V306
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.6655 1.8541 8.5383 1.3091 12.2269 14.2849 12.2025 12.6397 3.2281 12.9469
## V307 V308 V309 V310 V311 V312 V313 V314 V315 V316
## 1 0.5292 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.00
## 2 7.7206 13.1077 28.6172 7.6543 12.4509 15.6242 7.092 7.2894 9.2752 4.93
## V317 V318 V319 V320 V321 V322 V323 V324 V325 V326 V327
## 1 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0 0.00 0.0000
## 2 12.5425 13.0393 5.806 4.6176 10.0419 12.2586 3.5008 16.5264 0 2.86 7.0528
## V328 V329 V330 V331 V332 V333 V334 V335 V336 V337 V338
## 1 0.0000 0 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.2721 0.0000 0.0000
## 2 1.2096 0 0 3.6162 1.3202 3.9213 3.4248 5.4418 7.4405 10.7435 19.9428
## V339 V340 V341 V342 V343 V344 V345 V346 V347 V348
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 6.8753 6.3761 5.3017 4.7267 9.5535 5.4434 18.0155 31.3749 5.2824 2.1241
## V349 V350 V351 V352 V353 V354 V355 V356 V357 V358
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 15.8413 4.9125 1.5023 2.4105 13.5871 1.0349 4.7718 3.9304 17.2118 5.7587
## V359 V360 V361 V362 V363 V364 V365 V366 V367 V368
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 10.9473 10.2607 19.1141 5.3029 2.9037 4.7849 6.8742 16.7873 7.4008 13.8222
## V369 V370 V371 V372 V373 V374 V375 V376 V377 V378 V379
## 1 0.0000 0.000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0
## 2 2.7655 4.284 1.1606 10.0918 3.3396 3.511 4.2243 0.7734 13.3305 7.1072 0
## V380 V381 V382 V383 V384 V385 V386 V387 V388 V389 V390
## 1 0.000 0.0000 0.0000 0.000 0.0000 0.0000 0.000 0.0000 0.000 0.000 0.0000
## 2 17.555 13.6602 6.5404 2.051 16.3918 4.3638 8.612 10.5997 1.644 3.948 13.0913
## V391 V392 V393 V394 V395 V396 V397 V398 V399 V400 V401
## 1 0.0000 0.0000 0 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.7262 1.9563 0 18.716 8.7072 4.4637 16.6519 11.6796 10.6504 7.3808 8.9826
## V402 V403 V404 V405 V406 V407 V408 V409 V410 V411 V412
## 1 0 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000
## 2 0 0 11.6107 30.3657 9.1653 11.9749 22.0007 6.5008 15.414 4.6614 2.0002
## V413 V414 V415 V416 V417 V418 V419 V420 V421 V422
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.4755 16.8462 11.3496 5.5616 19.1178 15.8471 14.4864 18.1003 13.1246 9.3829
## V423 V424 V425 V426 V427 V428 V429 V430 V431 V432
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.5389 9.9689 0.9755 10.2771 1.7248 13.3603 5.1291 5.7266 1.3507 2.8979
## V433 V434 V435 V436 V437 V438 V439 V440 V441 V442
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.7199 13.1083 10.1362 16.7221 13.0137 38.1918 11.2845 7.1559 0.9868 1.2994
## V443 V444 V445 V446 V447 V448 V449 V450 V451 V452
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.7176 4.5537 9.4731 18.5375 7.3397 6.2646 4.7436 7.5864 12.2035 16.2923
## V453 V454 V455 V456 V457 V458 V459 V460 V461 V462
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0
## 2 33.8217 17.3731 91.8275 1.6267 20.4955 9.5562 18.4481 12.1108 4.4059 0
## V463 V464 V465 V466 V467 V468 V469 V470 V471 V472
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.6329 13.6173 21.1672 6.3746 12.2907 9.0328 14.6626 1.0239 10.2757 2.3617
## V473 V474 V475 V476 V477 V478 V479 V480 V481 V482
## 1 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000
## 2 3.2489 4.0996 1.876 12.7051 30.9465 5.8488 27.8808 7.705 5.4202 23.0843
## V483 V484 V485 V486 V487 V488 V489 V490 V491 V492
## 1 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.9886 11.1555 5.654 3.1673 7.3642 11.3259 2.2445 10.5206 10.4256 13.3295
## V493 V494 V495 V496 V497 V498 V499 V500 V501 V502 V503
## 1 0.0000 0.0000 0.0000 0.0000 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.3793 8.1811 5.5571 9.9549 0 4.2635 2.6443 5.8826 0.9836 7.1236 6.9981
## V504 V505 V506 V507 V508 V509 V510 V511 V512 V513 V514
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.3511 0.7913 9.9516 6.2384 14.1703 10.018 4.5202 1.0808 4.6159 9.7693 5.1268
## V515 V516 V517 V518 V519 V520 V521 V522 V523 V524 V525
## 1 0.0000 0.0000 0 0.0000 0.000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 22.3943 11.1747 0 13.0072 4.568 4.636 2.3709 10.1253 1.1287 7.4668 18.9138
## V526 V527 V528 V529 V530 V531 V532 V533 V534 V535 V536
## 1 0.0000 0.0000 0.0000 0 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000
## 2 10.1129 16.0839 1.6485 0 9.9793 4.2941 18.7655 9.1245 19.587 3.3786 8.3478
## V537 V538 V539 V540 V541 V542 V543 V544 V545 V546
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.8953 12.0917 1.3321 4.7749 5.2608 16.1889 7.4287 6.2596 2.5997 13.6658
## V547 V548 V549 V550 V551 V552 V553 V554 V555 V556 V557
## 1 0.0000 0.0000 0.0000 0.0000 0 0.0000 0.0000 0.000 0 0.0000 0.0000
## 2 0.9699 12.8787 2.1623 2.9393 0 21.4689 4.6885 7.564 0 6.3195 8.6985
## V558 V559 V560 V561 V562 V563 V564 V565 V566 V567
## 1 0.0000 0.0000 0.000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.1342 14.1548 13.652 4.8669 11.061 10.3417 2.6561 4.9253 13.4453 19.4906
## V568 V569 V570 V571 V572 V573 V574 V575 V576 V577 V578
## 1 0.0000 0.0000 0.0000 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.9913 3.7597 8.0645 0 13.2111 5.0619 15.3908 7.5748 4.3067 10.4864 8.0368
## V579 V580 V581 V582 V583 V584 V585 V586 V587 V588
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000
## 2 11.5541 15.1903 7.8666 12.6486 28.7667 11.2606 12.7151 1.301 21.7437 1.7487
## V589 V590 V591 V592 V593 V594 V595 V596 V597 V598
## 1 0.000 0.000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000
## 2 13.982 12.874 2.2376 2.7174 2.7221 15.912 1.3501 17.8387 24.8023 16.7685
## V599 V600 V601 V602 V603 V604 V605 V606 V607 V608
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.6581 8.3216 8.1612 11.3614 2.8811 5.4201 17.2946 10.3629 13.8362 1.1904
## V609 V610 V611 V612 V613 V614 V615 V616 V617 V618 V619
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000
## 2 14.4883 2.7438 4.3898 7.1752 4.8507 8.1676 4.1018 7.3548 12.229 4.7447 9.9797
## V620 V621 V622 V623 V624 V625 V626 V627 V628 V629 V630
## 1 0.0000 0.3293 0.0000 0.0000 0.0000 0 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.6848 5.0774 6.6711 6.4349 12.4572 0 6.0122 6.0987 27.5073 3.9175 3.8281
## V631 V632 V633 V634 V635 V636 V637 V638 V639 V640 V641
## 1 0.0000 0.0000 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0 0.0000
## 2 7.5406 3.6967 0 3.0183 17.6805 1.8833 2.3242 10.0857 3.404 0 1.9494
## V642 V643 V644 V645 V646 V647 V648 V649 V650 V651 V652
## 1 0.0000 0.000 0.000 0.0000 0.0000 0.000 0.000 0.0000 0.0000 0.0000 0.0000
## 2 12.0534 7.347 3.009 3.9588 4.9621 4.446 10.375 3.7861 2.1581 3.2971 18.6034
## V653 V654 V655 V656 V657 V658 V659 V660 V661 V662
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000
## 2 12.4155 8.6956 4.8689 13.3993 6.0141 17.3125 3.3385 10.605 11.1542 9.2538
## V663 V664 V665 V666 V667 V668 V669 V670 V671 V672
## 1 0.0000 0.000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000
## 2 17.7379 10.564 8.9739 17.0202 6.1701 1.719 14.3684 6.4242 6.7108 22.5945
## V673 V674 V675 V676 V677 V678 V679 V680 V681 V682
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 14.7282 6.2988 8.2948 6.5527 3.2875 0.3919 7.6319 9.4575 12.6275 1.5609
## V683 V684 V685 V686 V687 V688 V689 V690 V691 V692
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000
## 2 11.1935 20.0812 1.8702 4.6424 0.9907 4.1887 15.0504 12.8361 15.553 6.0858
## V693 V694 V695 V696 V697 V698 V699 V700 V701 V702
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000
## 2 31.3161 22.2339 14.0364 10.3425 14.4239 9.353 11.6792 24.3995 5.9731 6.6244
## V703 V704 V705 V706 V707 V708 V709 V710 V711 V712
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 15.2268 5.1391 5.4937 6.3687 25.2145 6.1331 14.6094 17.8586 12.4215 4.6391
## V713 V714 V715 V716 V717 V718 V719 V720 V721 V722
## 1 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0 0.0000 0.0000 0.0000
## 2 21.9287 3.8714 13.4107 26.598 4.0668 17.8035 0 3.1937 5.3016 14.8556
## V723 V724 V725 V726 V727 V728 V729 V730 V731 V732 V733
## 1 0.0000 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000
## 2 14.1096 0 19.0272 9.7428 3.1899 1.8859 17.3779 5.0531 6.6911 22.795 3.8328
## V734 V735 V736 V737 V738 V739 V740 V741 V742 V743
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.2959
## 2 7.8067 11.8206 17.2795 9.3565 6.1973 17.746 5.9342 0.7147 2.2438 2.4504
## V744 V745 V746 V747 V748 V749 V750 V751 V752 V753 V754 V755
## 1 0.0000 0.2575 0 0.0000 0 0.0000 0.000 0 0.0000 0 0.0000 0.0000
## 2 9.6423 10.6223 0 1.1059 0 2.0696 9.259 0 1.7421 0 0.5603 1.5499
## V756 V757 V758 V759 V760 V761 V762 V763 V764 V765
## 1 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 6.6673 11.674 17.2116 17.6969 44.4378 6.2159 14.9859 0.2102 10.3202 7.5424
## V766 V767 V768 V769 V770 V771 V772 V773 V774 V775 V776
## 1 0.000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.795 1.8127 6.3487 5.741 2.6484 7.4985 8.6072 7.3917 6.9073 2.6453 12.7361
## V777 V778 V779 V780 V781 V782 V783 V784 V785 V786
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.1382 5.8683 12.9498 7.1271 4.2174 21.0704 1.0507 22.7136 15.2088 10.6815
## V787 V788 V789 V790 V791 V792 V793 V794 V795 V796
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00 0.0000
## 2 21.8703 4.5037 17.5108 0.4722 12.9836 5.5581 16.0899 22.4588 14.09 18.9102
## V797 V798 V799 V800 V801 V802 V803 V804 V805 V806
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000
## 2 13.8511 5.5386 81.1274 8.9689 23.6122 13.752 0.5165 9.1276 5.1686 26.1231
## V807 V808 V809 V810 V811 V812 V813 V814 V815 V816
## 1 0.0000 0.0000 0.0000 0.0000 0.000 0.00 0.0000 0.0000 0.0000 0.0000
## 2 8.3563 16.3776 3.5364 3.0863 4.566 7.05 10.0783 17.9756 15.5437 10.5468
## V817 V818 V819 V820 V821 V822 V823 V824 V825 V826
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.000 0.0000 0.0000
## 2 18.1446 12.0849 16.7251 7.5271 3.7059 2.5364 16.312 10.634 11.5777 12.8451
## V827 V828 V829 V830 V831 V832 V833 V834 V835 V836
## 1 0.0000 0.0000 0.0000 0.0000 0.4803 0 0.0000 0.0000 0.0000 0.0000
## 2 8.2573 15.7502 19.2556 18.0115 13.7752 0 9.5295 7.1571 3.4079 0.3801
## V837 V838 V839 V840 V841 V842 V843 V844 V845 V846
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.3599 0.0000 0.0000
## 2 1.7202 2.7532 18.3483 9.4483 6.5935 4.3578 18.511 17.0874 14.4577 6.3713
## V847 V848 V849 V850 V851 V852 V853 V854 V855 V856
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 37.2521 1.8589 2.4815 3.5826 9.3796 11.9782 20.3859 15.1835 4.8295 4.4565
## V857 V858 V859 V860 V861 V862 V863 V864 V865 V866
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.3052 0.0000 0.0000
## 2 5.4864 1.6325 3.9305 15.5658 3.1625 2.8019 1.1329 6.8534 20.9807 13.1628
## V867 V868 V869 V870 V871 V872 V873 V874 V875 V876
## 1 0.3561 0.0000 0.0000 0.0000 0.000 0.0000 0.4019 0.0000 0.0000 0.000
## 2 32.1356 5.0015 9.9967 21.4108 9.415 8.7528 11.5839 3.1051 11.4319 18.081
## V877 V878 V879 V880 V881 V882 V883 V884 V885 V886 V887
## 1 0.2528 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0
## 2 7.1755 6.8287 6.2877 13.6068 3.2328 8.3487 6.045 20.0769 1.8761 2.3802 0
## V888 V889 V890 V891 V892 V893 V894 V895 V896 V897
## 1 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.6282 14.7516 3.559 14.1056 14.7792 8.4679 18.0076 10.7014 11.5539 13.2127
## V898 V899 V900 V901 V902 V903 V904 V905 V906 V907
## 1 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.071 14.5892 9.1943 4.9427 7.5715 6.7801 12.0202 6.1461 11.0493 2.4282
## V908 V909 V910 V911 V912 V913 V914 V915 V916 V917
## 1 0.4274 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 15.0035 6.2314 1.7686 7.9324 19.2157 9.9426 11.3696 53.9971 10.9617 5.7321
## V918 V919 V920 V921 V922 V923 V924 V925 V926 V927 V928
## 1 0.0000 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000
## 2 11.9235 16 8.2907 6.4896 6.9534 17.2557 6.5615 7.328 2.5176 15.4051 9.9046
## V929 V930 V931 V932 V933 V934 V935 V936 V937 V938
## 1 0.4815 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.4237 5.3991 6.6022 2.7115 2.9429 13.1333 15.4363 3.6433 7.5335 18.8152
## V939 V940 V941 V942 V943 V944 V945 V946 V947 V948 V949
## 1 0.000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00
## 2 10.327 6.7667 13.5425 11.0891 3.056 2.2834 9.4801 1.8406 6.2212 4.5596 13.09
## V950 V951 V952 V953 V954 V955 V956 V957 V958 V959 V960
## 1 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0 7.4987 8.3719 7.1791 9.3848 1.0469 3.3611 14.5225 3.2589 7.5862 7.1202
## V961 V962 V963 V964 V965 V966 V967 V968 V969 V970
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 15.7974 8.6889 9.3461 8.6954 7.8496 7.8594 4.6948 4.5513 3.4254 7.9208
## V971 V972 V973 V974 V975 V976 V977 V978 V979 V980
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0 0.0000
## 2 18.4332 4.0594 25.7272 6.3797 5.0094 1.4972 10.7307 2.0713 0 16.3021
## V981 V982 V983 V984 V985 V986 V987 V988 V989 V990 V991
## 1 0.0000 0.0000 0 0.000 0 0.000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0857 0.4548 0 2.611 0 2.319 12.9604 10.9202 16.6243 6.8786 13.4926
## V992 V993 V994 V995 V996 V997 V998 V999 V1000 V1001
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 15.3551 11.0135 2.9264 32.0667 11.6943 16.7637 6.9665 8.9147 4.0041 2.7777
## V1002 V1003 V1004 V1005 V1006 V1007 V1008 V1009 V1010 V1011 V1012
## 1 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0 5.1048 4.9633 10.5875 9.1547 8.5901 6.4714 6.2982 1.7135 7.3851 10.5106
## V1013 V1014 V1015 V1016 V1017 V1018 V1019 V1020 V1021 V1022
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000
## 2 13.2816 13.0868 11.8934 2.5504 5.3762 11.1576 14.162 7.8301 6.2799 1.2549
## V1023 V1024 V1025 V1026 V1027 V1028 V1029 V1030 V1031 V1032
## 1 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0 0.0000
## 2 24.6974 11.691 14.6549 10.0554 2.3355 13.4891 2.5185 2.5335 0 1.5032
## V1033 V1034 V1035 V1036 V1037 V1038 V1039 V1040 V1041 V1042
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00 0.0000 0 0.0000
## 2 15.6181 3.2598 6.1041 12.8272 17.3859 5.2124 2.75 3.1941 0 18.4343
## V1043 V1044 V1045 V1046 V1047 V1048 V1049 V1050 V1051 V1052
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.4829 0.0000
## 2 2.5594 17.4679 9.1604 5.5681 5.6087 16.0926 5.5621 7.4565 0.6809 10.8893
## V1053 V1054 V1055 V1056 V1057 V1058 V1059 V1060 V1061 V1062 V1063
## 1 0.0000 0.0000 0 0.0000 0.0000 0.0000 0 0 0.0000 0.0000 0.0000
## 2 9.1431 7.7236 0 3.8778 2.0039 1.0675 0 0 11.3824 15.1744 4.7404
## V1064 V1065 V1066 V1067 V1068 V1069 V1070 V1071 V1072 V1073
## 1 0.000 0.0000 0.0000 0.0000 0.0000 0.3337 0.0000 0.0000 0.0000 0.0000
## 2 2.661 6.6466 8.9102 2.3873 3.3693 13.2724 14.3921 14.2682 15.1737 2.7712
## V1074 V1075 V1076 V1077 V1078 V1079 V1080 V1081 V1082 V1083 V1084
## 1 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 6.5032 7.0834 7.8757 7.0491 3.083 53.7355 2.3428 7.8428 1.0744 9.4223 6.4453
## V1085 V1086 V1087 V1088 V1089 V1090 V1091 V1092 V1093 V1094 V1095
## 1 0.0000 0.0000 0.0000 0 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000
## 2 7.6118 5.9391 2.2296 0 1.7521 11.3901 6.415 4.8111 5.2652 4.5029 7.7415
## V1096 V1097 V1098 V1099 V1100 V1101 V1102 V1103 V1104 V1105 V1106
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000
## 2 4.2825 5.6366 4.3059 5.2829 7.8621 7.8383 9.393 5.5296 12.0338 3.4649 8.0479
## V1107 V1108 V1109 V1110 V1111 V1112 V1113 V1114 V1115 V1116 V1117
## 1 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.000 0.0000 0.0000 0 0.0000
## 2 10.4326 6.8563 14.8728 9.9332 17.295 9.7252 10.228 9.9627 2.7465 0 1.6215
## V1118 V1119 V1120 V1121 V1122 V1123 V1124 V1125 V1126 V1127 V1128
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000
## 2 17.0874 4.4066 7.3568 6.7808 9.7783 3.0737 0.6594 0.9424 14.3605 3.1231 2.911
## V1129 V1130 V1131 V1132 V1133 V1134 V1135 V1136 V1137 V1138
## 1 0.3549 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.9539 2.3791 3.3452 1.1723 8.3488 9.4919 8.8401 4.8808 4.0187 12.4086
## V1139 V1140 V1141 V1142 V1143 V1144 V1145 V1146 V1147 V1148 V1149
## 1 0.0000 0.0000 0.0000 0.3334 0.0000 0.000 0.0000 0 0.0000 0.0000 0.0000
## 2 11.7858 7.9335 2.9369 11.8210 7.6454 4.039 1.0848 0 0.5095 1.2173 1.2667
## V1150 V1151 V1152 V1153 V1154 V1155 V1156 V1157 V1158 V1159 V1160
## 1 0.0000 0.0000 0.0000 0 0.0000 0 0.0000 0 0.0000 0 0
## 2 4.5479 2.0161 2.8356 0 12.7565 0 1.3888 0 4.2985 0 0
## V1161 V1162 V1163 V1164 V1165 V1166 V1167 V1168 V1169 V1170 V1171
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000
## 2 17.7894 6.1502 1.2666 2.6909 7.6407 6.6832 4.643 3.6026 18.5194 6.9061 5.5078
## V1172 V1173 V1174 V1175 V1176 V1177 V1178 V1179 V1180 V1181 V1182
## 1 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0 0 0.0000 0.0000
## 2 0 8.9719 11.2026 1.0842 0.8263 2.6183 8.8737 0 0 1.1144 0.7194
## V1183 V1184 V1185 V1186 V1187 V1188 V1189 V1190 V1191 V1192
## 1 0.0000 2.0203 0.0000 0.0000 0.0000 0.0000 0.0000 0.4618 0.0000 0
## 2 32.8778 8.0309 1.3386 22.7549 8.2756 3.7773 1.9987 20.0732 8.0917 0
## V1193 V1194 V1195 V1196 V1197 V1198 V1199 V1200 V1201 V1202
## 1 0.0000 0.0000 0.0000 0.0000 0.00 0.4254 0.000 0.0000 0.0000 0.0000
## 2 8.1947 13.6794 15.4456 5.1744 21.11 11.0634 17.641 3.7825 11.6929 5.9842
## V1203 V1204 V1205 V1206 V1207 V1208 V1209 V1210 V1211 V1212 V1213
## 1 0.0000 0.0000 0.0000 0 0.0000 0 0 0.0000 0.000 0.0000 0.0000
## 2 4.2633 0.3992 4.3126 0 5.5624 0 0 14.3858 22.324 2.2638 6.8865summary(mrnaNorm5x5) # summary statistics## V1 V2 V3 V4
## Length:5 Min. : 0.00 Min. : 0.000 Min. : 0.9066
## Class :character 1st Qu.: 12.93 1st Qu.: 9.266 1st Qu.: 9.2294
## Mode :character Median : 16.36 Median : 17.379 Median : 11.6228
## Mean : 97.90 Mean :132.059 Mean : 307.3781
## 3rd Qu.: 52.15 3rd Qu.: 69.755 3rd Qu.: 154.2974
## Max. :408.08 Max. :563.893 Max. :1360.8341
## V5
## Min. : 0.00
## 1st Qu.: 11.08
## Median : 12.09
## Mean :206.51
## 3rd Qu.:143.86
## Max. :865.54The following instruction analyzes the patient IDs because the IDs can tell us whether a particular column is from a normal sample or a tumor sample. TCGA has data both from tumor samples and from normal samples taken from the same patient. This information can be found in the label of the column. For example in ID: TCGA.3C.AAAU.01A.11R.A41B.07 the type of sample is indicated in the 4th group: 01A. Tumor types range from 01 - 09, normal types from 10 - 19 and control samples from 20 - 29. Therefore we are extracting in the cell below this code indicating whether the sample is from normal or not. This group is the fourth in the ID character string, obtained with ‘strsplit’, and we get the two characters of interest by taking the first two characters with ‘substr’. We do this for all the IDs by applying with ‘lapply’ the same process to all the IDs in ‘mrnaIDs’.
# cell #4
samp <- lapply(as.list(t(mrnaIDs)), function(t) substr(unlist(strsplit(t, "-"))[4], 1, 2))
# extract the sample type (tumor / normal), excluding the first column since it is a gene ID
sampleType <- as.data.frame(samp)
dim(sampleType)## [1] 1 1212head(sampleType)## X.01. X.01..1 X.01..2 X.01..3 X.01..4 X.01..5 X.01..6 X.01..7 X.01..8 X.01..9
## 1 01 01 01 01 01 01 01 01 01 01
## X.01..10 X.01..11 X.01..12 X.01..13 X.01..14 X.01..15 X.01..16 X.01..17
## 1 01 01 01 01 01 01 01 01
## X.01..18 X.01..19 X.01..20 X.01..21 X.01..22 X.01..23 X.01..24 X.01..25
## 1 01 01 01 01 01 01 01 01
## X.01..26 X.01..27 X.01..28 X.01..29 X.01..30 X.01..31 X.01..32 X.01..33
## 1 01 01 01 01 01 01 01 01
## X.01..34 X.01..35 X.01..36 X.01..37 X.01..38 X.01..39 X.01..40 X.01..41
## 1 01 01 01 01 01 01 01 01
## X.01..42 X.01..43 X.01..44 X.01..45 X.01..46 X.01..47 X.01..48 X.01..49
## 1 01 01 01 01 01 01 01 01
## X.01..50 X.01..51 X.01..52 X.01..53 X.01..54 X.01..55 X.01..56 X.01..57
## 1 01 01 01 01 01 01 01 01
## X.01..58 X.01..59 X.01..60 X.01..61 X.01..62 X.01..63 X.01..64 X.01..65
## 1 01 01 01 01 01 01 01 01
## X.01..66 X.01..67 X.01..68 X.01..69 X.01..70 X.01..71 X.01..72 X.01..73
## 1 01 01 01 01 01 01 01 01
## X.01..74 X.01..75 X.01..76 X.01..77 X.01..78 X.01..79 X.01..80 X.01..81
## 1 01 01 01 01 01 01 01 01
## X.01..82 X.01..83 X.01..84 X.01..85 X.01..86 X.01..87 X.01..88 X.01..89
## 1 01 01 01 01 01 01 01 01
## X.01..90 X.01..91 X.01..92 X.01..93 X.01..94 X.01..95 X.01..96 X.01..97
## 1 01 01 01 01 01 01 01 01
## X.01..98 X.01..99 X.01..100 X.01..101 X.01..102 X.01..103 X.01..104 X.01..105
## 1 01 01 01 01 01 01 01 01
## X.01..106 X.01..107 X.01..108 X.01..109 X.01..110 X.01..111 X.01..112
## 1 01 01 01 01 01 01 01
## X.01..113 X.01..114 X.01..115 X.01..116 X.01..117 X.01..118 X.01..119
## 1 01 01 01 01 01 01 01
## X.01..120 X.01..121 X.01..122 X.01..123 X.01..124 X.11. X.01..125 X.01..126
## 1 01 01 01 01 01 11 01 01
## X.11..1 X.01..127 X.01..128 X.11..2 X.01..129 X.01..130 X.11..3 X.01..131
## 1 11 01 01 11 01 01 11 01
## X.01..132 X.11..4 X.01..133 X.11..5 X.01..134 X.11..6 X.01..135 X.01..136
## 1 01 11 01 11 01 11 01 01
## X.01..137 X.01..138 X.01..139 X.01..140 X.01..141 X.01..142 X.01..143
## 1 01 01 01 01 01 01 01
## X.01..144 X.01..145 X.01..146 X.01..147 X.01..148 X.01..149 X.01..150
## 1 01 01 01 01 01 01 01
## X.01..151 X.01..152 X.01..153 X.01..154 X.01..155 X.01..156 X.01..157
## 1 01 01 01 01 01 01 01
## X.01..158 X.01..159 X.01..160 X.01..161 X.01..162 X.01..163 X.01..164
## 1 01 01 01 01 01 01 01
## X.01..165 X.01..166 X.01..167 X.01..168 X.01..169 X.01..170 X.01..171
## 1 01 01 01 01 01 01 01
## X.01..172 X.01..173 X.01..174 X.01..175 X.01..176 X.01..177 X.01..178
## 1 01 01 01 01 01 01 01
## X.01..179 X.01..180 X.01..181 X.01..182 X.01..183 X.01..184 X.01..185
## 1 01 01 01 01 01 01 01
## X.01..186 X.01..187 X.01..188 X.01..189 X.01..190 X.01..191 X.01..192
## 1 01 01 01 01 01 01 01
## X.01..193 X.01..194 X.01..195 X.01..196 X.01..197 X.01..198 X.01..199
## 1 01 01 01 01 01 01 01
## X.01..200 X.01..201 X.01..202 X.01..203 X.01..204 X.01..205 X.01..206
## 1 01 01 01 01 01 01 01
## X.01..207 X.01..208 X.01..209 X.01..210 X.01..211 X.01..212 X.01..213
## 1 01 01 01 01 01 01 01
## X.01..214 X.01..215 X.01..216 X.01..217 X.01..218 X.01..219 X.01..220
## 1 01 01 01 01 01 01 01
## X.01..221 X.01..222 X.01..223 X.01..224 X.01..225 X.01..226 X.01..227
## 1 01 01 01 01 01 01 01
## X.01..228 X.01..229 X.01..230 X.01..231 X.01..232 X.01..233 X.01..234
## 1 01 01 01 01 01 01 01
## X.01..235 X.01..236 X.01..237 X.01..238 X.01..239 X.01..240 X.01..241
## 1 01 01 01 01 01 01 01
## X.01..242 X.01..243 X.01..244 X.01..245 X.01..246 X.01..247 X.01..248
## 1 01 01 01 01 01 01 01
## X.01..249 X.01..250 X.01..251 X.11..7 X.01..252 X.01..253 X.01..254 X.01..255
## 1 01 01 01 11 01 01 01 01
## X.11..8 X.01..256 X.01..257 X.11..9 X.01..258 X.01..259 X.01..260 X.11..10
## 1 11 01 01 11 01 01 01 11
## X.01..261 X.01..262 X.01..263 X.01..264 X.01..265 X.01..266 X.01..267
## 1 01 01 01 01 01 01 01
## X.01..268 X.01..269 X.01..270 X.01..271 X.01..272 X.01..273 X.01..274
## 1 01 01 01 01 01 01 01
## X.01..275 X.01..276 X.01..277 X.01..278 X.01..279 X.01..280 X.01..281
## 1 01 01 01 01 01 01 01
## X.01..282 X.01..283 X.01..284 X.01..285 X.01..286 X.01..287 X.06. X.01..288
## 1 01 01 01 01 01 01 06 01
## X.01..289 X.01..290 X.01..291 X.01..292 X.01..293 X.01..294 X.01..295
## 1 01 01 01 01 01 01 01
## X.01..296 X.01..297 X.01..298 X.01..299 X.01..300 X.01..301 X.01..302
## 1 01 01 01 01 01 01 01
## X.01..303 X.01..304 X.01..305 X.01..306 X.01..307 X.01..308 X.01..309
## 1 01 01 01 01 01 01 01
## X.01..310 X.01..311 X.01..312 X.01..313 X.01..314 X.01..315 X.01..316
## 1 01 01 01 01 01 01 01
## X.01..317 X.01..318 X.01..319 X.01..320 X.01..321 X.01..322 X.01..323
## 1 01 01 01 01 01 01 01
## X.01..324 X.01..325 X.01..326 X.01..327 X.01..328 X.01..329 X.01..330
## 1 01 01 01 01 01 01 01
## X.01..331 X.01..332 X.01..333 X.01..334 X.01..335 X.01..336 X.01..337
## 1 01 01 01 01 01 01 01
## X.01..338 X.01..339 X.01..340 X.01..341 X.01..342 X.01..343 X.01..344
## 1 01 01 01 01 01 01 01
## X.01..345 X.01..346 X.01..347 X.01..348 X.01..349 X.01..350 X.01..351
## 1 01 01 01 01 01 01 01
## X.01..352 X.01..353 X.01..354 X.01..355 X.01..356 X.01..357 X.01..358
## 1 01 01 01 01 01 01 01
## X.01..359 X.01..360 X.01..361 X.01..362 X.01..363 X.01..364 X.01..365
## 1 01 01 01 01 01 01 01
## X.01..366 X.01..367 X.01..368 X.01..369 X.01..370 X.01..371 X.01..372
## 1 01 01 01 01 01 01 01
## X.01..373 X.01..374 X.01..375 X.01..376 X.01..377 X.01..378 X.01..379
## 1 01 01 01 01 01 01 01
## X.01..380 X.01..381 X.01..382 X.01..383 X.01..384 X.01..385 X.01..386
## 1 01 01 01 01 01 01 01
## X.01..387 X.01..388 X.01..389 X.01..390 X.01..391 X.01..392 X.01..393
## 1 01 01 01 01 01 01 01
## X.01..394 X.01..395 X.01..396 X.01..397 X.01..398 X.01..399 X.01..400
## 1 01 01 01 01 01 01 01
## X.01..401 X.01..402 X.01..403 X.01..404 X.01..405 X.01..406 X.01..407
## 1 01 01 01 01 01 01 01
## X.01..408 X.01..409 X.01..410 X.01..411 X.01..412 X.01..413 X.01..414
## 1 01 01 01 01 01 01 01
## X.01..415 X.01..416 X.01..417 X.01..418 X.01..419 X.01..420 X.01..421
## 1 01 01 01 01 01 01 01
## X.01..422 X.01..423 X.01..424 X.01..425 X.01..426 X.01..427 X.01..428
## 1 01 01 01 01 01 01 01
## X.01..429 X.01..430 X.01..431 X.01..432 X.01..433 X.01..434 X.01..435
## 1 01 01 01 01 01 01 01
## X.01..436 X.01..437 X.01..438 X.01..439 X.01..440 X.01..441 X.01..442
## 1 01 01 01 01 01 01 01
## X.01..443 X.01..444 X.01..445 X.01..446 X.01..447 X.01..448 X.01..449
## 1 01 01 01 01 01 01 01
## X.01..450 X.01..451 X.01..452 X.01..453 X.01..454 X.01..455 X.01..456
## 1 01 01 01 01 01 01 01
## X.01..457 X.01..458 X.01..459 X.01..460 X.01..461 X.01..462 X.01..463
## 1 01 01 01 01 01 01 01
## X.01..464 X.01..465 X.01..466 X.01..467 X.01..468 X.01..469 X.01..470
## 1 01 01 01 01 01 01 01
## X.01..471 X.01..472 X.01..473 X.01..474 X.01..475 X.01..476 X.01..477
## 1 01 01 01 01 01 01 01
## X.01..478 X.01..479 X.01..480 X.01..481 X.01..482 X.01..483 X.01..484
## 1 01 01 01 01 01 01 01
## X.01..485 X.01..486 X.01..487 X.01..488 X.01..489 X.01..490 X.01..491
## 1 01 01 01 01 01 01 01
## X.01..492 X.01..493 X.01..494 X.01..495 X.01..496 X.01..497 X.01..498
## 1 01 01 01 01 01 01 01
## X.01..499 X.01..500 X.01..501 X.01..502 X.01..503 X.01..504 X.01..505
## 1 01 01 01 01 01 01 01
## X.01..506 X.01..507 X.01..508 X.01..509 X.01..510 X.01..511 X.01..512
## 1 01 01 01 01 01 01 01
## X.01..513 X.01..514 X.01..515 X.01..516 X.01..517 X.11..11 X.01..518
## 1 01 01 01 01 01 11 01
## X.01..519 X.01..520 X.11..12 X.01..521 X.11..13 X.01..522 X.01..523 X.01..524
## 1 01 01 11 01 11 01 01 01
## X.11..14 X.01..525 X.01..526 X.11..15 X.01..527 X.01..528 X.11..16 X.01..529
## 1 11 01 01 11 01 01 11 01
## X.11..17 X.01..530 X.01..531 X.11..18 X.01..532 X.11..19 X.01..533 X.01..534
## 1 11 01 01 11 01 11 01 01
## X.01..535 X.01..536 X.11..20 X.01..537 X.01..538 X.11..21 X.01..539 X.01..540
## 1 01 01 11 01 01 11 01 01
## X.01..541 X.11..22 X.01..542 X.01..543 X.11..23 X.01..544 X.11..24 X.01..545
## 1 01 11 01 01 11 01 11 01
## X.11..25 X.01..546 X.11..26 X.01..547 X.11..27 X.01..548 X.11..28 X.01..549
## 1 11 01 11 01 11 01 11 01
## X.01..550 X.11..29 X.01..551 X.01..552 X.11..30 X.01..553 X.01..554 X.11..31
## 1 01 11 01 01 11 01 01 11
## X.01..555 X.11..32 X.01..556 X.01..557 X.11..33 X.01..558 X.11..34 X.01..559
## 1 01 11 01 01 11 01 11 01
## X.11..35 X.01..560 X.11..36 X.01..561 X.11..37 X.01..562 X.01..563 X.11..38
## 1 11 01 11 01 11 01 01 11
## X.01..564 X.11..39 X.01..565 X.01..566 X.11..40 X.01..567 X.11..41 X.01..568
## 1 01 11 01 01 11 01 11 01
## X.11..42 X.01..569 X.01..570 X.01..571 X.01..572 X.01..573 X.01..574
## 1 11 01 01 01 01 01 01
## X.01..575 X.01..576 X.01..577 X.01..578 X.01..579 X.01..580 X.01..581
## 1 01 01 01 01 01 01 01
## X.11..43 X.01..582 X.01..583 X.11..44 X.01..584 X.11..45 X.01..585 X.11..46
## 1 11 01 01 11 01 11 01 11
## X.01..586 X.01..587 X.01..588 X.01..589 X.11..47 X.01..590 X.01..591
## 1 01 01 01 01 11 01 01
## X.01..592 X.01..593 X.01..594 X.01..595 X.01..596 X.01..597 X.01..598
## 1 01 01 01 01 01 01 01
## X.01..599 X.01..600 X.01..601 X.01..602 X.01..603 X.01..604 X.01..605
## 1 01 01 01 01 01 01 01
## X.01..606 X.01..607 X.01..608 X.01..609 X.11..48 X.01..610 X.11..49 X.01..611
## 1 01 01 01 01 11 01 11 01
## X.11..50 X.01..612 X.11..51 X.01..613 X.11..52 X.01..614 X.11..53 X.01..615
## 1 11 01 11 01 11 01 11 01
## X.11..54 X.01..616 X.11..55 X.01..617 X.11..56 X.01..618 X.01..619 X.11..57
## 1 11 01 11 01 11 01 01 11
## X.01..620 X.11..58 X.06..1 X.01..621 X.11..59 X.01..622 X.11..60 X.01..623
## 1 01 11 06 01 11 01 11 01
## X.06..2 X.01..624 X.11..61 X.01..625 X.11..62 X.01..626 X.11..63 X.01..627
## 1 06 01 11 01 11 01 11 01
## X.11..64 X.01..628 X.01..629 X.01..630 X.11..65 X.01..631 X.11..66 X.01..632
## 1 11 01 01 01 11 01 11 01
## X.01..633 X.11..67 X.01..634 X.11..68 X.01..635 X.11..69 X.01..636 X.11..70
## 1 01 11 01 11 01 11 01 11
## X.01..637 X.11..71 X.01..638 X.11..72 X.06..3 X.01..639 X.11..73 X.01..640
## 1 01 11 01 11 06 01 11 01
## X.11..74 X.01..641 X.11..75 X.01..642 X.01..643 X.11..76 X.01..644 X.11..77
## 1 11 01 11 01 01 11 01 11
## X.01..645 X.11..78 X.01..646 X.11..79 X.01..647 X.01..648 X.01..649 X.11..80
## 1 01 11 01 11 01 01 01 11
## X.01..650 X.11..81 X.01..651 X.11..82 X.01..652 X.11..83 X.01..653 X.01..654
## 1 01 11 01 11 01 11 01 01
## X.01..655 X.01..656 X.01..657 X.01..658 X.01..659 X.01..660 X.01..661
## 1 01 01 01 01 01 01 01
## X.01..662 X.01..663 X.01..664 X.01..665 X.01..666 X.01..667 X.01..668
## 1 01 01 01 01 01 01 01
## X.01..669 X.01..670 X.01..671 X.01..672 X.01..673 X.01..674 X.01..675
## 1 01 01 01 01 01 01 01
## X.01..676 X.01..677 X.01..678 X.01..679 X.01..680 X.01..681 X.01..682
## 1 01 01 01 01 01 01 01
## X.01..683 X.01..684 X.01..685 X.01..686 X.01..687 X.01..688 X.01..689
## 1 01 01 01 01 01 01 01
## X.01..690 X.01..691 X.01..692 X.01..693 X.01..694 X.01..695 X.01..696
## 1 01 01 01 01 01 01 01
## X.01..697 X.01..698 X.01..699 X.01..700 X.01..701 X.01..702 X.01..703
## 1 01 01 01 01 01 01 01
## X.01..704 X.01..705 X.01..706 X.01..707 X.01..708 X.01..709 X.01..710
## 1 01 01 01 01 01 01 01
## X.01..711 X.01..712 X.01..713 X.01..714 X.01..715 X.01..716 X.01..717
## 1 01 01 01 01 01 01 01
## X.01..718 X.01..719 X.01..720 X.01..721 X.01..722 X.01..723 X.01..724
## 1 01 01 01 01 01 01 01
## X.01..725 X.01..726 X.01..727 X.01..728 X.01..729 X.01..730 X.01..731
## 1 01 01 01 01 01 01 01
## X.01..732 X.01..733 X.01..734 X.01..735 X.01..736 X.01..737 X.01..738
## 1 01 01 01 01 01 01 01
## X.01..739 X.01..740 X.01..741 X.01..742 X.01..743 X.01..744 X.01..745
## 1 01 01 01 01 01 01 01
## X.01..746 X.01..747 X.01..748 X.01..749 X.01..750 X.01..751 X.01..752
## 1 01 01 01 01 01 01 01
## X.01..753 X.01..754 X.01..755 X.01..756 X.01..757 X.01..758 X.01..759
## 1 01 01 01 01 01 01 01
## X.01..760 X.01..761 X.01..762 X.01..763 X.01..764 X.01..765 X.01..766
## 1 01 01 01 01 01 01 01
## X.01..767 X.01..768 X.01..769 X.01..770 X.01..771 X.01..772 X.01..773
## 1 01 01 01 01 01 01 01
## X.01..774 X.01..775 X.01..776 X.01..777 X.01..778 X.01..779 X.01..780
## 1 01 01 01 01 01 01 01
## X.01..781 X.01..782 X.01..783 X.01..784 X.01..785 X.01..786 X.01..787
## 1 01 01 01 01 01 01 01
## X.01..788 X.01..789 X.01..790 X.01..791 X.01..792 X.01..793 X.01..794
## 1 01 01 01 01 01 01 01
## X.01..795 X.01..796 X.01..797 X.01..798 X.01..799 X.01..800 X.01..801
## 1 01 01 01 01 01 01 01
## X.01..802 X.01..803 X.01..804 X.01..805 X.01..806 X.01..807 X.01..808
## 1 01 01 01 01 01 01 01
## X.01..809 X.01..810 X.01..811 X.01..812 X.01..813 X.01..814 X.01..815
## 1 01 01 01 01 01 01 01
## X.01..816 X.01..817 X.01..818 X.11..84 X.01..819 X.01..820 X.01..821
## 1 01 01 01 11 01 01 01
## X.01..822 X.11..85 X.01..823 X.01..824 X.06..4 X.01..825 X.01..826 X.01..827
## 1 01 11 01 01 06 01 01 01
## X.06..5 X.01..828 X.01..829 X.01..830 X.01..831 X.11..86 X.01..832 X.01..833
## 1 06 01 01 01 01 11 01 01
## X.11..87 X.06..6 X.01..834 X.01..835 X.11..88 X.01..836 X.01..837 X.01..838
## 1 11 06 01 01 11 01 01 01
## X.01..839 X.01..840 X.01..841 X.01..842 X.01..843 X.01..844 X.01..845
## 1 01 01 01 01 01 01 01
## X.01..846 X.01..847 X.11..89 X.01..848 X.01..849 X.01..850 X.01..851 X.11..90
## 1 01 01 11 01 01 01 01 11
## X.01..852 X.01..853 X.01..854 X.01..855 X.01..856 X.01..857 X.01..858
## 1 01 01 01 01 01 01 01
## X.01..859 X.01..860 X.01..861 X.11..91 X.01..862 X.01..863 X.01..864
## 1 01 01 01 11 01 01 01
## X.01..865 X.11..92 X.01..866 X.01..867 X.01..868 X.11..93 X.01..869 X.01..870
## 1 01 11 01 01 01 11 01 01
## X.01..871 X.01..872 X.11..94 X.01..873 X.01..874 X.01..875 X.01..876
## 1 01 01 11 01 01 01 01
## X.01..877 X.01..878 X.01..879 X.01..880 X.01..881 X.01..882 X.01..883
## 1 01 01 01 01 01 01 01
## X.01..884 X.11..95 X.01..885 X.11..96 X.01..886 X.11..97 X.01..887 X.01..888
## 1 01 11 01 11 01 11 01 01
## X.11..98 X.01..889 X.11..99 X.01..890 X.01..891 X.11..100 X.01..892 X.01..893
## 1 11 01 11 01 01 11 01 01
## X.11..101 X.01..894 X.11..102 X.01..895 X.01..896 X.01..897 X.01..898
## 1 11 01 11 01 01 01 01
## X.01..899 X.01..900 X.01..901 X.01..902 X.01..903 X.01..904 X.11..103
## 1 01 01 01 01 01 01 11
## X.01..905 X.01..906 X.11..104 X.01..907 X.11..105 X.01..908 X.11..106
## 1 01 01 11 01 11 01 11
## X.01..909 X.01..910 X.11..107 X.01..911 X.01..912 X.11..108 X.01..913
## 1 01 01 11 01 01 11 01
## X.11..109 X.01..914 X.01..915 X.01..916 X.01..917 X.01..918 X.01..919
## 1 11 01 01 01 01 01 01
## X.01..920 X.01..921 X.01..922 X.01..923 X.01..924 X.01..925 X.01..926
## 1 01 01 01 01 01 01 01
## X.01..927 X.01..928 X.01..929 X.01..930 X.01..931 X.01..932 X.01..933
## 1 01 01 01 01 01 01 01
## X.01..934 X.01..935 X.01..936 X.01..937 X.01..938 X.01..939 X.01..940
## 1 01 01 01 01 01 01 01
## X.01..941 X.01..942 X.01..943 X.01..944 X.01..945 X.01..946 X.01..947
## 1 01 01 01 01 01 01 01
## X.01..948 X.01..949 X.01..950 X.01..951 X.01..952 X.01..953 X.01..954
## 1 01 01 01 01 01 01 01
## X.01..955 X.01..956 X.01..957 X.01..958 X.01..959 X.01..960 X.01..961
## 1 01 01 01 01 01 01 01
## X.01..962 X.01..963 X.01..964 X.01..965 X.01..966 X.01..967 X.01..968
## 1 01 01 01 01 01 01 01
## X.01..969 X.01..970 X.01..971 X.01..972 X.01..973 X.01..974 X.01..975
## 1 01 01 01 01 01 01 01
## X.01..976 X.01..977 X.01..978 X.01..979 X.01..980 X.01..981 X.01..982
## 1 01 01 01 01 01 01 01
## X.01..983 X.01..984 X.01..985 X.01..986 X.01..987 X.01..988 X.11..110
## 1 01 01 01 01 01 01 11
## X.01..989 X.11..111 X.01..990 X.01..991 X.01..992 X.01..993 X.01..994
## 1 01 11 01 01 01 01 01
## X.01..995 X.01..996 X.01..997 X.01..998 X.01..999 X.01..1000 X.01..1001
## 1 01 01 01 01 01 01 01
## X.01..1002 X.01..1003 X.01..1004 X.01..1005 X.01..1006 X.01..1007 X.01..1008
## 1 01 01 01 01 01 01 01
## X.01..1009 X.01..1010 X.01..1011 X.01..1012 X.01..1013 X.01..1014 X.01..1015
## 1 01 01 01 01 01 01 01
## X.01..1016 X.01..1017 X.01..1018 X.01..1019 X.01..1020 X.01..1021 X.01..1022
## 1 01 01 01 01 01 01 01
## X.01..1023 X.01..1024 X.01..1025 X.01..1026 X.01..1027 X.01..1028 X.01..1029
## 1 01 01 01 01 01 01 01
## X.01..1030 X.01..1031 X.01..1032 X.01..1033 X.01..1034 X.01..1035 X.01..1036
## 1 01 01 01 01 01 01 01
## X.01..1037 X.01..1038 X.01..1039 X.01..1040 X.01..1041 X.01..1042 X.01..1043
## 1 01 01 01 01 01 01 01
## X.01..1044 X.01..1045 X.01..1046 X.01..1047 X.01..1048 X.01..1049 X.01..1050
## 1 01 01 01 01 01 01 01
## X.01..1051 X.01..1052 X.01..1053 X.01..1054 X.01..1055 X.01..1056 X.01..1057
## 1 01 01 01 01 01 01 01
## X.01..1058 X.01..1059 X.01..1060 X.01..1061 X.01..1062 X.01..1063 X.01..1064
## 1 01 01 01 01 01 01 01
## X.01..1065 X.01..1066 X.01..1067 X.01..1068 X.01..1069 X.01..1070 X.01..1071
## 1 01 01 01 01 01 01 01
## X.01..1072 X.01..1073 X.01..1074 X.01..1075 X.01..1076 X.01..1077 X.01..1078
## 1 01 01 01 01 01 01 01
## X.01..1079 X.01..1080 X.01..1081 X.01..1082 X.01..1083 X.01..1084 X.01..1085
## 1 01 01 01 01 01 01 01
## X.01..1086 X.01..1087 X.01..1088 X.01..1089 X.01..1090 X.01..1091 X.01..1092
## 1 01 01 01 01 01 01 01Next we are going to count how many normals and how many tumor samples we have. The function ‘unique’ gives us the different types we have. The function ‘table’ calculates how many samples we have of each type. We see that we have 1100 of type ‘01’ or ‘06’ for tumor, and 112 of type ‘11’ for normal.
# cell #5
unique(sampleType)## X.01. X.01..1 X.01..2 X.01..3 X.01..4 X.01..5 X.01..6 X.01..7 X.01..8 X.01..9
## 1 01 01 01 01 01 01 01 01 01 01
## X.01..10 X.01..11 X.01..12 X.01..13 X.01..14 X.01..15 X.01..16 X.01..17
## 1 01 01 01 01 01 01 01 01
## X.01..18 X.01..19 X.01..20 X.01..21 X.01..22 X.01..23 X.01..24 X.01..25
## 1 01 01 01 01 01 01 01 01
## X.01..26 X.01..27 X.01..28 X.01..29 X.01..30 X.01..31 X.01..32 X.01..33
## 1 01 01 01 01 01 01 01 01
## X.01..34 X.01..35 X.01..36 X.01..37 X.01..38 X.01..39 X.01..40 X.01..41
## 1 01 01 01 01 01 01 01 01
## X.01..42 X.01..43 X.01..44 X.01..45 X.01..46 X.01..47 X.01..48 X.01..49
## 1 01 01 01 01 01 01 01 01
## X.01..50 X.01..51 X.01..52 X.01..53 X.01..54 X.01..55 X.01..56 X.01..57
## 1 01 01 01 01 01 01 01 01
## X.01..58 X.01..59 X.01..60 X.01..61 X.01..62 X.01..63 X.01..64 X.01..65
## 1 01 01 01 01 01 01 01 01
## X.01..66 X.01..67 X.01..68 X.01..69 X.01..70 X.01..71 X.01..72 X.01..73
## 1 01 01 01 01 01 01 01 01
## X.01..74 X.01..75 X.01..76 X.01..77 X.01..78 X.01..79 X.01..80 X.01..81
## 1 01 01 01 01 01 01 01 01
## X.01..82 X.01..83 X.01..84 X.01..85 X.01..86 X.01..87 X.01..88 X.01..89
## 1 01 01 01 01 01 01 01 01
## X.01..90 X.01..91 X.01..92 X.01..93 X.01..94 X.01..95 X.01..96 X.01..97
## 1 01 01 01 01 01 01 01 01
## X.01..98 X.01..99 X.01..100 X.01..101 X.01..102 X.01..103 X.01..104 X.01..105
## 1 01 01 01 01 01 01 01 01
## X.01..106 X.01..107 X.01..108 X.01..109 X.01..110 X.01..111 X.01..112
## 1 01 01 01 01 01 01 01
## X.01..113 X.01..114 X.01..115 X.01..116 X.01..117 X.01..118 X.01..119
## 1 01 01 01 01 01 01 01
## X.01..120 X.01..121 X.01..122 X.01..123 X.01..124 X.11. X.01..125 X.01..126
## 1 01 01 01 01 01 11 01 01
## X.11..1 X.01..127 X.01..128 X.11..2 X.01..129 X.01..130 X.11..3 X.01..131
## 1 11 01 01 11 01 01 11 01
## X.01..132 X.11..4 X.01..133 X.11..5 X.01..134 X.11..6 X.01..135 X.01..136
## 1 01 11 01 11 01 11 01 01
## X.01..137 X.01..138 X.01..139 X.01..140 X.01..141 X.01..142 X.01..143
## 1 01 01 01 01 01 01 01
## X.01..144 X.01..145 X.01..146 X.01..147 X.01..148 X.01..149 X.01..150
## 1 01 01 01 01 01 01 01
## X.01..151 X.01..152 X.01..153 X.01..154 X.01..155 X.01..156 X.01..157
## 1 01 01 01 01 01 01 01
## X.01..158 X.01..159 X.01..160 X.01..161 X.01..162 X.01..163 X.01..164
## 1 01 01 01 01 01 01 01
## X.01..165 X.01..166 X.01..167 X.01..168 X.01..169 X.01..170 X.01..171
## 1 01 01 01 01 01 01 01
## X.01..172 X.01..173 X.01..174 X.01..175 X.01..176 X.01..177 X.01..178
## 1 01 01 01 01 01 01 01
## X.01..179 X.01..180 X.01..181 X.01..182 X.01..183 X.01..184 X.01..185
## 1 01 01 01 01 01 01 01
## X.01..186 X.01..187 X.01..188 X.01..189 X.01..190 X.01..191 X.01..192
## 1 01 01 01 01 01 01 01
## X.01..193 X.01..194 X.01..195 X.01..196 X.01..197 X.01..198 X.01..199
## 1 01 01 01 01 01 01 01
## X.01..200 X.01..201 X.01..202 X.01..203 X.01..204 X.01..205 X.01..206
## 1 01 01 01 01 01 01 01
## X.01..207 X.01..208 X.01..209 X.01..210 X.01..211 X.01..212 X.01..213
## 1 01 01 01 01 01 01 01
## X.01..214 X.01..215 X.01..216 X.01..217 X.01..218 X.01..219 X.01..220
## 1 01 01 01 01 01 01 01
## X.01..221 X.01..222 X.01..223 X.01..224 X.01..225 X.01..226 X.01..227
## 1 01 01 01 01 01 01 01
## X.01..228 X.01..229 X.01..230 X.01..231 X.01..232 X.01..233 X.01..234
## 1 01 01 01 01 01 01 01
## X.01..235 X.01..236 X.01..237 X.01..238 X.01..239 X.01..240 X.01..241
## 1 01 01 01 01 01 01 01
## X.01..242 X.01..243 X.01..244 X.01..245 X.01..246 X.01..247 X.01..248
## 1 01 01 01 01 01 01 01
## X.01..249 X.01..250 X.01..251 X.11..7 X.01..252 X.01..253 X.01..254 X.01..255
## 1 01 01 01 11 01 01 01 01
## X.11..8 X.01..256 X.01..257 X.11..9 X.01..258 X.01..259 X.01..260 X.11..10
## 1 11 01 01 11 01 01 01 11
## X.01..261 X.01..262 X.01..263 X.01..264 X.01..265 X.01..266 X.01..267
## 1 01 01 01 01 01 01 01
## X.01..268 X.01..269 X.01..270 X.01..271 X.01..272 X.01..273 X.01..274
## 1 01 01 01 01 01 01 01
## X.01..275 X.01..276 X.01..277 X.01..278 X.01..279 X.01..280 X.01..281
## 1 01 01 01 01 01 01 01
## X.01..282 X.01..283 X.01..284 X.01..285 X.01..286 X.01..287 X.06. X.01..288
## 1 01 01 01 01 01 01 06 01
## X.01..289 X.01..290 X.01..291 X.01..292 X.01..293 X.01..294 X.01..295
## 1 01 01 01 01 01 01 01
## X.01..296 X.01..297 X.01..298 X.01..299 X.01..300 X.01..301 X.01..302
## 1 01 01 01 01 01 01 01
## X.01..303 X.01..304 X.01..305 X.01..306 X.01..307 X.01..308 X.01..309
## 1 01 01 01 01 01 01 01
## X.01..310 X.01..311 X.01..312 X.01..313 X.01..314 X.01..315 X.01..316
## 1 01 01 01 01 01 01 01
## X.01..317 X.01..318 X.01..319 X.01..320 X.01..321 X.01..322 X.01..323
## 1 01 01 01 01 01 01 01
## X.01..324 X.01..325 X.01..326 X.01..327 X.01..328 X.01..329 X.01..330
## 1 01 01 01 01 01 01 01
## X.01..331 X.01..332 X.01..333 X.01..334 X.01..335 X.01..336 X.01..337
## 1 01 01 01 01 01 01 01
## X.01..338 X.01..339 X.01..340 X.01..341 X.01..342 X.01..343 X.01..344
## 1 01 01 01 01 01 01 01
## X.01..345 X.01..346 X.01..347 X.01..348 X.01..349 X.01..350 X.01..351
## 1 01 01 01 01 01 01 01
## X.01..352 X.01..353 X.01..354 X.01..355 X.01..356 X.01..357 X.01..358
## 1 01 01 01 01 01 01 01
## X.01..359 X.01..360 X.01..361 X.01..362 X.01..363 X.01..364 X.01..365
## 1 01 01 01 01 01 01 01
## X.01..366 X.01..367 X.01..368 X.01..369 X.01..370 X.01..371 X.01..372
## 1 01 01 01 01 01 01 01
## X.01..373 X.01..374 X.01..375 X.01..376 X.01..377 X.01..378 X.01..379
## 1 01 01 01 01 01 01 01
## X.01..380 X.01..381 X.01..382 X.01..383 X.01..384 X.01..385 X.01..386
## 1 01 01 01 01 01 01 01
## X.01..387 X.01..388 X.01..389 X.01..390 X.01..391 X.01..392 X.01..393
## 1 01 01 01 01 01 01 01
## X.01..394 X.01..395 X.01..396 X.01..397 X.01..398 X.01..399 X.01..400
## 1 01 01 01 01 01 01 01
## X.01..401 X.01..402 X.01..403 X.01..404 X.01..405 X.01..406 X.01..407
## 1 01 01 01 01 01 01 01
## X.01..408 X.01..409 X.01..410 X.01..411 X.01..412 X.01..413 X.01..414
## 1 01 01 01 01 01 01 01
## X.01..415 X.01..416 X.01..417 X.01..418 X.01..419 X.01..420 X.01..421
## 1 01 01 01 01 01 01 01
## X.01..422 X.01..423 X.01..424 X.01..425 X.01..426 X.01..427 X.01..428
## 1 01 01 01 01 01 01 01
## X.01..429 X.01..430 X.01..431 X.01..432 X.01..433 X.01..434 X.01..435
## 1 01 01 01 01 01 01 01
## X.01..436 X.01..437 X.01..438 X.01..439 X.01..440 X.01..441 X.01..442
## 1 01 01 01 01 01 01 01
## X.01..443 X.01..444 X.01..445 X.01..446 X.01..447 X.01..448 X.01..449
## 1 01 01 01 01 01 01 01
## X.01..450 X.01..451 X.01..452 X.01..453 X.01..454 X.01..455 X.01..456
## 1 01 01 01 01 01 01 01
## X.01..457 X.01..458 X.01..459 X.01..460 X.01..461 X.01..462 X.01..463
## 1 01 01 01 01 01 01 01
## X.01..464 X.01..465 X.01..466 X.01..467 X.01..468 X.01..469 X.01..470
## 1 01 01 01 01 01 01 01
## X.01..471 X.01..472 X.01..473 X.01..474 X.01..475 X.01..476 X.01..477
## 1 01 01 01 01 01 01 01
## X.01..478 X.01..479 X.01..480 X.01..481 X.01..482 X.01..483 X.01..484
## 1 01 01 01 01 01 01 01
## X.01..485 X.01..486 X.01..487 X.01..488 X.01..489 X.01..490 X.01..491
## 1 01 01 01 01 01 01 01
## X.01..492 X.01..493 X.01..494 X.01..495 X.01..496 X.01..497 X.01..498
## 1 01 01 01 01 01 01 01
## X.01..499 X.01..500 X.01..501 X.01..502 X.01..503 X.01..504 X.01..505
## 1 01 01 01 01 01 01 01
## X.01..506 X.01..507 X.01..508 X.01..509 X.01..510 X.01..511 X.01..512
## 1 01 01 01 01 01 01 01
## X.01..513 X.01..514 X.01..515 X.01..516 X.01..517 X.11..11 X.01..518
## 1 01 01 01 01 01 11 01
## X.01..519 X.01..520 X.11..12 X.01..521 X.11..13 X.01..522 X.01..523 X.01..524
## 1 01 01 11 01 11 01 01 01
## X.11..14 X.01..525 X.01..526 X.11..15 X.01..527 X.01..528 X.11..16 X.01..529
## 1 11 01 01 11 01 01 11 01
## X.11..17 X.01..530 X.01..531 X.11..18 X.01..532 X.11..19 X.01..533 X.01..534
## 1 11 01 01 11 01 11 01 01
## X.01..535 X.01..536 X.11..20 X.01..537 X.01..538 X.11..21 X.01..539 X.01..540
## 1 01 01 11 01 01 11 01 01
## X.01..541 X.11..22 X.01..542 X.01..543 X.11..23 X.01..544 X.11..24 X.01..545
## 1 01 11 01 01 11 01 11 01
## X.11..25 X.01..546 X.11..26 X.01..547 X.11..27 X.01..548 X.11..28 X.01..549
## 1 11 01 11 01 11 01 11 01
## X.01..550 X.11..29 X.01..551 X.01..552 X.11..30 X.01..553 X.01..554 X.11..31
## 1 01 11 01 01 11 01 01 11
## X.01..555 X.11..32 X.01..556 X.01..557 X.11..33 X.01..558 X.11..34 X.01..559
## 1 01 11 01 01 11 01 11 01
## X.11..35 X.01..560 X.11..36 X.01..561 X.11..37 X.01..562 X.01..563 X.11..38
## 1 11 01 11 01 11 01 01 11
## X.01..564 X.11..39 X.01..565 X.01..566 X.11..40 X.01..567 X.11..41 X.01..568
## 1 01 11 01 01 11 01 11 01
## X.11..42 X.01..569 X.01..570 X.01..571 X.01..572 X.01..573 X.01..574
## 1 11 01 01 01 01 01 01
## X.01..575 X.01..576 X.01..577 X.01..578 X.01..579 X.01..580 X.01..581
## 1 01 01 01 01 01 01 01
## X.11..43 X.01..582 X.01..583 X.11..44 X.01..584 X.11..45 X.01..585 X.11..46
## 1 11 01 01 11 01 11 01 11
## X.01..586 X.01..587 X.01..588 X.01..589 X.11..47 X.01..590 X.01..591
## 1 01 01 01 01 11 01 01
## X.01..592 X.01..593 X.01..594 X.01..595 X.01..596 X.01..597 X.01..598
## 1 01 01 01 01 01 01 01
## X.01..599 X.01..600 X.01..601 X.01..602 X.01..603 X.01..604 X.01..605
## 1 01 01 01 01 01 01 01
## X.01..606 X.01..607 X.01..608 X.01..609 X.11..48 X.01..610 X.11..49 X.01..611
## 1 01 01 01 01 11 01 11 01
## X.11..50 X.01..612 X.11..51 X.01..613 X.11..52 X.01..614 X.11..53 X.01..615
## 1 11 01 11 01 11 01 11 01
## X.11..54 X.01..616 X.11..55 X.01..617 X.11..56 X.01..618 X.01..619 X.11..57
## 1 11 01 11 01 11 01 01 11
## X.01..620 X.11..58 X.06..1 X.01..621 X.11..59 X.01..622 X.11..60 X.01..623
## 1 01 11 06 01 11 01 11 01
## X.06..2 X.01..624 X.11..61 X.01..625 X.11..62 X.01..626 X.11..63 X.01..627
## 1 06 01 11 01 11 01 11 01
## X.11..64 X.01..628 X.01..629 X.01..630 X.11..65 X.01..631 X.11..66 X.01..632
## 1 11 01 01 01 11 01 11 01
## X.01..633 X.11..67 X.01..634 X.11..68 X.01..635 X.11..69 X.01..636 X.11..70
## 1 01 11 01 11 01 11 01 11
## X.01..637 X.11..71 X.01..638 X.11..72 X.06..3 X.01..639 X.11..73 X.01..640
## 1 01 11 01 11 06 01 11 01
## X.11..74 X.01..641 X.11..75 X.01..642 X.01..643 X.11..76 X.01..644 X.11..77
## 1 11 01 11 01 01 11 01 11
## X.01..645 X.11..78 X.01..646 X.11..79 X.01..647 X.01..648 X.01..649 X.11..80
## 1 01 11 01 11 01 01 01 11
## X.01..650 X.11..81 X.01..651 X.11..82 X.01..652 X.11..83 X.01..653 X.01..654
## 1 01 11 01 11 01 11 01 01
## X.01..655 X.01..656 X.01..657 X.01..658 X.01..659 X.01..660 X.01..661
## 1 01 01 01 01 01 01 01
## X.01..662 X.01..663 X.01..664 X.01..665 X.01..666 X.01..667 X.01..668
## 1 01 01 01 01 01 01 01
## X.01..669 X.01..670 X.01..671 X.01..672 X.01..673 X.01..674 X.01..675
## 1 01 01 01 01 01 01 01
## X.01..676 X.01..677 X.01..678 X.01..679 X.01..680 X.01..681 X.01..682
## 1 01 01 01 01 01 01 01
## X.01..683 X.01..684 X.01..685 X.01..686 X.01..687 X.01..688 X.01..689
## 1 01 01 01 01 01 01 01
## X.01..690 X.01..691 X.01..692 X.01..693 X.01..694 X.01..695 X.01..696
## 1 01 01 01 01 01 01 01
## X.01..697 X.01..698 X.01..699 X.01..700 X.01..701 X.01..702 X.01..703
## 1 01 01 01 01 01 01 01
## X.01..704 X.01..705 X.01..706 X.01..707 X.01..708 X.01..709 X.01..710
## 1 01 01 01 01 01 01 01
## X.01..711 X.01..712 X.01..713 X.01..714 X.01..715 X.01..716 X.01..717
## 1 01 01 01 01 01 01 01
## X.01..718 X.01..719 X.01..720 X.01..721 X.01..722 X.01..723 X.01..724
## 1 01 01 01 01 01 01 01
## X.01..725 X.01..726 X.01..727 X.01..728 X.01..729 X.01..730 X.01..731
## 1 01 01 01 01 01 01 01
## X.01..732 X.01..733 X.01..734 X.01..735 X.01..736 X.01..737 X.01..738
## 1 01 01 01 01 01 01 01
## X.01..739 X.01..740 X.01..741 X.01..742 X.01..743 X.01..744 X.01..745
## 1 01 01 01 01 01 01 01
## X.01..746 X.01..747 X.01..748 X.01..749 X.01..750 X.01..751 X.01..752
## 1 01 01 01 01 01 01 01
## X.01..753 X.01..754 X.01..755 X.01..756 X.01..757 X.01..758 X.01..759
## 1 01 01 01 01 01 01 01
## X.01..760 X.01..761 X.01..762 X.01..763 X.01..764 X.01..765 X.01..766
## 1 01 01 01 01 01 01 01
## X.01..767 X.01..768 X.01..769 X.01..770 X.01..771 X.01..772 X.01..773
## 1 01 01 01 01 01 01 01
## X.01..774 X.01..775 X.01..776 X.01..777 X.01..778 X.01..779 X.01..780
## 1 01 01 01 01 01 01 01
## X.01..781 X.01..782 X.01..783 X.01..784 X.01..785 X.01..786 X.01..787
## 1 01 01 01 01 01 01 01
## X.01..788 X.01..789 X.01..790 X.01..791 X.01..792 X.01..793 X.01..794
## 1 01 01 01 01 01 01 01
## X.01..795 X.01..796 X.01..797 X.01..798 X.01..799 X.01..800 X.01..801
## 1 01 01 01 01 01 01 01
## X.01..802 X.01..803 X.01..804 X.01..805 X.01..806 X.01..807 X.01..808
## 1 01 01 01 01 01 01 01
## X.01..809 X.01..810 X.01..811 X.01..812 X.01..813 X.01..814 X.01..815
## 1 01 01 01 01 01 01 01
## X.01..816 X.01..817 X.01..818 X.11..84 X.01..819 X.01..820 X.01..821
## 1 01 01 01 11 01 01 01
## X.01..822 X.11..85 X.01..823 X.01..824 X.06..4 X.01..825 X.01..826 X.01..827
## 1 01 11 01 01 06 01 01 01
## X.06..5 X.01..828 X.01..829 X.01..830 X.01..831 X.11..86 X.01..832 X.01..833
## 1 06 01 01 01 01 11 01 01
## X.11..87 X.06..6 X.01..834 X.01..835 X.11..88 X.01..836 X.01..837 X.01..838
## 1 11 06 01 01 11 01 01 01
## X.01..839 X.01..840 X.01..841 X.01..842 X.01..843 X.01..844 X.01..845
## 1 01 01 01 01 01 01 01
## X.01..846 X.01..847 X.11..89 X.01..848 X.01..849 X.01..850 X.01..851 X.11..90
## 1 01 01 11 01 01 01 01 11
## X.01..852 X.01..853 X.01..854 X.01..855 X.01..856 X.01..857 X.01..858
## 1 01 01 01 01 01 01 01
## X.01..859 X.01..860 X.01..861 X.11..91 X.01..862 X.01..863 X.01..864
## 1 01 01 01 11 01 01 01
## X.01..865 X.11..92 X.01..866 X.01..867 X.01..868 X.11..93 X.01..869 X.01..870
## 1 01 11 01 01 01 11 01 01
## X.01..871 X.01..872 X.11..94 X.01..873 X.01..874 X.01..875 X.01..876
## 1 01 01 11 01 01 01 01
## X.01..877 X.01..878 X.01..879 X.01..880 X.01..881 X.01..882 X.01..883
## 1 01 01 01 01 01 01 01
## X.01..884 X.11..95 X.01..885 X.11..96 X.01..886 X.11..97 X.01..887 X.01..888
## 1 01 11 01 11 01 11 01 01
## X.11..98 X.01..889 X.11..99 X.01..890 X.01..891 X.11..100 X.01..892 X.01..893
## 1 11 01 11 01 01 11 01 01
## X.11..101 X.01..894 X.11..102 X.01..895 X.01..896 X.01..897 X.01..898
## 1 11 01 11 01 01 01 01
## X.01..899 X.01..900 X.01..901 X.01..902 X.01..903 X.01..904 X.11..103
## 1 01 01 01 01 01 01 11
## X.01..905 X.01..906 X.11..104 X.01..907 X.11..105 X.01..908 X.11..106
## 1 01 01 11 01 11 01 11
## X.01..909 X.01..910 X.11..107 X.01..911 X.01..912 X.11..108 X.01..913
## 1 01 01 11 01 01 11 01
## X.11..109 X.01..914 X.01..915 X.01..916 X.01..917 X.01..918 X.01..919
## 1 11 01 01 01 01 01 01
## X.01..920 X.01..921 X.01..922 X.01..923 X.01..924 X.01..925 X.01..926
## 1 01 01 01 01 01 01 01
## X.01..927 X.01..928 X.01..929 X.01..930 X.01..931 X.01..932 X.01..933
## 1 01 01 01 01 01 01 01
## X.01..934 X.01..935 X.01..936 X.01..937 X.01..938 X.01..939 X.01..940
## 1 01 01 01 01 01 01 01
## X.01..941 X.01..942 X.01..943 X.01..944 X.01..945 X.01..946 X.01..947
## 1 01 01 01 01 01 01 01
## X.01..948 X.01..949 X.01..950 X.01..951 X.01..952 X.01..953 X.01..954
## 1 01 01 01 01 01 01 01
## X.01..955 X.01..956 X.01..957 X.01..958 X.01..959 X.01..960 X.01..961
## 1 01 01 01 01 01 01 01
## X.01..962 X.01..963 X.01..964 X.01..965 X.01..966 X.01..967 X.01..968
## 1 01 01 01 01 01 01 01
## X.01..969 X.01..970 X.01..971 X.01..972 X.01..973 X.01..974 X.01..975
## 1 01 01 01 01 01 01 01
## X.01..976 X.01..977 X.01..978 X.01..979 X.01..980 X.01..981 X.01..982
## 1 01 01 01 01 01 01 01
## X.01..983 X.01..984 X.01..985 X.01..986 X.01..987 X.01..988 X.11..110
## 1 01 01 01 01 01 01 11
## X.01..989 X.11..111 X.01..990 X.01..991 X.01..992 X.01..993 X.01..994
## 1 01 11 01 01 01 01 01
## X.01..995 X.01..996 X.01..997 X.01..998 X.01..999 X.01..1000 X.01..1001
## 1 01 01 01 01 01 01 01
## X.01..1002 X.01..1003 X.01..1004 X.01..1005 X.01..1006 X.01..1007 X.01..1008
## 1 01 01 01 01 01 01 01
## X.01..1009 X.01..1010 X.01..1011 X.01..1012 X.01..1013 X.01..1014 X.01..1015
## 1 01 01 01 01 01 01 01
## X.01..1016 X.01..1017 X.01..1018 X.01..1019 X.01..1020 X.01..1021 X.01..1022
## 1 01 01 01 01 01 01 01
## X.01..1023 X.01..1024 X.01..1025 X.01..1026 X.01..1027 X.01..1028 X.01..1029
## 1 01 01 01 01 01 01 01
## X.01..1030 X.01..1031 X.01..1032 X.01..1033 X.01..1034 X.01..1035 X.01..1036
## 1 01 01 01 01 01 01 01
## X.01..1037 X.01..1038 X.01..1039 X.01..1040 X.01..1041 X.01..1042 X.01..1043
## 1 01 01 01 01 01 01 01
## X.01..1044 X.01..1045 X.01..1046 X.01..1047 X.01..1048 X.01..1049 X.01..1050
## 1 01 01 01 01 01 01 01
## X.01..1051 X.01..1052 X.01..1053 X.01..1054 X.01..1055 X.01..1056 X.01..1057
## 1 01 01 01 01 01 01 01
## X.01..1058 X.01..1059 X.01..1060 X.01..1061 X.01..1062 X.01..1063 X.01..1064
## 1 01 01 01 01 01 01 01
## X.01..1065 X.01..1066 X.01..1067 X.01..1068 X.01..1069 X.01..1070 X.01..1071
## 1 01 01 01 01 01 01 01
## X.01..1072 X.01..1073 X.01..1074 X.01..1075 X.01..1076 X.01..1077 X.01..1078
## 1 01 01 01 01 01 01 01
## X.01..1079 X.01..1080 X.01..1081 X.01..1082 X.01..1083 X.01..1084 X.01..1085
## 1 01 01 01 01 01 01 01
## X.01..1086 X.01..1087 X.01..1088 X.01..1089 X.01..1090 X.01..1091 X.01..1092
## 1 01 01 01 01 01 01 01# extracts how many unique objects there are
tab <- table(unlist(sampleType))
tab##
## 01 06 11
## 1093 7 112We are going to associate a class of ‘1’ for the tumor samples and of ‘0’ for the normal samples. We check that we have 112 normals (class ‘0’) and 1100 tumors (class ‘1’). We do this for all the types by applying with ‘lapply’ the same process to all the types in ‘samp’.
# cell #6
sampClass <- lapply(samp, function(t) (if (t < 10) return("1") else return("0")))
mrnaClass <- as.data.frame(sampClass)
dim(mrnaClass)## [1] 1 1212table(unlist(sampClass))##
## 0 1
## 112 1100Since in some cases we may need the class as a number (and not a character), we create as well a list of classes as numbers.
# cell #7
sampClassNum <- lapply(samp, function(t) (if (t < 10) return(1) else return(0)))
mrnaClassNum <- as.data.frame(sampClassNum) Here I provide a function that calculates a ranking of features (genes in this case) with the BSS/WSS method. You do not need to understand all the details - only to execute the following cell. This will make the bssWssFast function available for later processing.
Feature Selection
# cell #8
bssWssFast <- function (X, givenClassArr, numClass=2)
# between squares / within square feature selection
{
classVec <- matrix(0, numClass, length(givenClassArr))
for (k in 1:numClass) {
temp <- rep(0, length(givenClassArr))
temp[givenClassArr == (k - 1)] <- 1
classVec[k, ] <- temp
}
classMeanArr <- rep(0, numClass)
ratio <- rep(0, ncol(X))
for (j in 1:ncol(X)) {
overallMean <- sum(X[, j]) / length(X[, j])
for (k in 1:numClass) {
classMeanArr[k] <-
sum(classVec[k, ] * X[, j]) / sum(classVec[k, ])
}
classMeanVec <- classMeanArr[givenClassArr + 1]
bss <- sum((classMeanVec - overallMean)^2)
wss <- sum((X[, j] - classMeanVec)^2)
ratio[j] <- bss/wss
}
sort(ratio, decreasing = TRUE, index = TRUE)
}Feature selection with BSS/WSS We are now ready to select features.
We invoke the bssWSSFast function by passing to it the dataframe of gene expressions ‘mrnaNorm’ (all numeric, after excluding the first column, which is not numeric since it contains gene names) and another dataframe of classes associated with each sample. Note that we also transpose the ‘mrnaNprm’ dataframe because we watb to select genes, therefore the genes need to be feature / columns, while in ‘mrnaNorm’ genes are rows. By transposing ‘mrnaNorm’ and excluding the first column, we obtain a dataframe that looks like this (‘t(mrnaNorm[, -1])’):
gene1 gene2 gene3 ...patient1 expression 1 expression 2 expression3 …
patient2 expression 1 expression 2 expression3 …
bssWssFast will return a dataframe with the features/genes column numbers ranked by decreasing order of importance according to bssWss ratio.
bss$ix[1] refers to column ‘ix’ of bss, and could also be expressed by bss[,ix][1]. column ‘ix’ contains a list of indexes in ‘mrnaNorm’.
# cell #9
bss <- bssWssFast(t(mrnaNorm[, -1]), t(mrnaClassNum), 2)
# returns a list with two elements: a list of bss/wss ratios in decreasing order bss[1] and a list of features bss[2]
bss$ix[1:50]## [1] 6418 308 59 12877 932 18528 15631 18014 16938 15575 13117 5228
## [13] 9540 9622 9455 13808 7015 2857 13610 10327 2339 3394 3339 3606
## [25] 10501 9529 3019 10110 72 13877 5393 3148 69 3020 18523 381
## [37] 16998 9491 10434 9135 7907 15911 10983 6375 3343 1559 10633 1665
## [49] 17267 71# show list of 50 ranked gene indexesWe can then list the genes by their name as provided in the ‘mrnaNorm’ dataset, where the first column is the list of gene names. The names have two codes separated by character ‘|’:
HUGO code Entrez code
For example, FHL1|2273 is gene with HUGO code FHL1 and Entrez code 2273.
# cell #10
feat_select <- mrnaNorm[bss$ix[1:100],1]
feat_select## [1] "FHL1|2273" "ADAMTS4|9507" "ABAT|18"
## [4] "PAG1|55824" "ARHGAP1|392" "TP53TG3B|729355"
## [7] "SCRN3|79634" "TIE1|7075" "SNRPA|6626"
## [10] "SCCPDH|51097" "PCYT1B|9468" "DSE|29940"
## [13] "LGI4|163175" "LIX1L|128077" "LCE3D|84648"
## [16] "POTEE|445582" "GIMAP2|26157" "CABYR|26256"
## [19] "PLGLA|285189" "LRRC57|255252" "C21orf33|8209"
## [22] "CDC14A|8556" "CD300LF|146722" "CEP57|9702"
## [25] "MAGEC2|51438" "LGALS3|3958" "CAT|847"
## [28] "LOC647979|647979" "ABCA8|10351" "PPIL3|53938"
## [31] "EFCAB1|79645" "CCDC45|90799" "ABCA5|23461"
## [34] "CAV1|857" "TP53I3|9540" "ADRB1|153"
## [37] "SOD1|6647" "LDLRAP1|26119" "LYPLA1|10434"
## [40] "KLHL10|317719" "HLA-DPB1|3115" "SGCG|6445"
## [43] "MLL2|8085" "FGD4|121512" "CD33|945"
## [46] "BMS1|9790" "MARCKSL1|65108" "BTNL8|79908"
## [49] "SS18L2|51188" "ABCA7|10347" "PAFAH1B3|5050"
## [52] "ADAM32|203102" "CXorf23|256643" "ITSN1|6453"
## [55] "RBM18|92400" "EXPH5|23086" "CORO1C|23603"
## [58] "HOMER2|9455" "GRXCR2|643226" "FAM63B|54629"
## [61] "SCARNA7|677767" "ANXA13|312" "FAM135A|57579"
## [64] "LRRC61|65999" "IL23R|149233" "SH3BGRL2|83699"
## [67] "SGK3|23678" "C1QTNF9B|387911" "FAM120C|54954"
## [70] "NPW|283869" "OTUB2|78990" "NPVF|64111"
## [73] "ANGPT4|51378" "MESDC1|59274" "CCL14-CCL15|348249"
## [76] "FUT3|2525" "CHP|11261" "FLT3|2322"
## [79] "TRAPPC10|7109" "TRMT61B|55006" "E2F4|1874"
## [82] "PDPN|10630" "TAS2R40|259286" "NICN1|84276"
## [85] "TPP2|7174" "GPR81|27198" "GMPPB|29925"
## [88] "PRM3|58531" "CA3|761" "FOXJ1|2302"
## [91] "FAM134B|54463" "GGCX|2677" "GPR12|2835"
## [94] "LOC285375|285375" "FOXR2|139628" "GNAT2|2780"
## [97] "CXADRP3|440224" "PLEKHA2|59339" "RBM17|84991"
## [100] "CRHR2|1395"Heatmap Heatmaps are visualizations that represent the level of a variable across different samples or groups using different colors to represent levels.
In this particular example, we would like to represent the different expression levels of some of the genes selected above between normal and tumor samples.
We will represent tumor samples in red and normals as blue at the top.
First we are going to select the top 100 genes ranked, and associate the class values 0/1 in a row at the bottom of mrnaSetClass.
Because selection by column is easier, we transpose the dataframe (inverse tows and columns).
We then separate the normals and the tumors in two datasets, selecting only 112 tumors so that we have an equal number of normals and tumors.
We then combine the two sets together.
We draw the heatmap by selecting several options:
we choose a color scheme as red for tumors and blue for normals for the top bar.
we apply the color scheme to the classes in the ‘both’ dataframe.
we draw the heatmp with options ‘scale = “row”’ to normalize the rows (gene values), ‘col=topo.colors(100)’ as a color scheme for the heatmap cells, and ‘ColSideColors=groupColors’ to specify the colors chosen for the side bars.
What we find on the heatmap is that it finds several groupins in the patients, mostly two groups of normals, and two groups of tumors. So this is interesting. We can also see some gene expressions characterizing the groups.
# cell #11
# merge class values into mrnaNorm as the last row - after the genes and select only top 100 genes
#mrnaSetClass <- rbind(mrnaNorm[bss$ix[1:20531],-1], setNames(mrnaClassNum, names(mrnaNorm[,-1])))
#dim(mrnaSetClass)
# 101 1212 101 genes as rows and 1212 patients as columns
# to select by class, transpose the matrix
#transpose <- as.data.frame(t(mrnaSetClass))
#colnames(transpose)[20532] <- "class"
# select normals
#normals <- subset(transpose, transpose$class == 0)
#dim(normals)
#[1] 112 101
# select tumors
#tumors <- subset(transpose, transpose$class == 1)
#dim(tumors)
#[1] 1100 101
# combine them together
#both <- rbind(normals, tumors[1:112,])
#dim(both)
# select a color scheme - red for tumor and blue for normal
#color.map <- function(class) { if (class==0) "#FF0000" else "#0000FF" } # red for tumor and blue for normal
# create heatmap
#groupColors <- unlist(lapply(both$class, color.map))
#heatmap(as.matrix(t(both)), scale = "row", col=topo.colors(100), ColSideColors=groupColors)mrnaIDs[1, 20]## [1] "TCGA-A1-A0SO-01A-22R-A084-07"mrnaNorm[1, 5]## [1] 0mrnaNorm[50, 1]## [1] "AANAT|15"bss$ix[51]## [1] 12875mrnaNorm[bss$ix[51], 1]## [1] "PAFAH1B3|5050"Predicting Diseases from Genes
Assignment goals In this notebook, you are going to practice classification / prediction with R scripts, and particularly prediction based on gene expressions. This implies some data preprocessing then building a classification / prediction model to predict a disease (for example, this same process could be applied to different types of prediction).
Here we are continuing to work on a breast cancer dataset downloaded from Firehose (https://gdac.broadinstitute.org/). These are next generation sequencing data that are provided already normalized.
We are going to compare two classifiers - KNN (K-nearest neighbor) and RandomForest (a classifier in the rule / tree family).
Each time we are going to build the models on the top 100 genes selected through bss/wss in Module 3, once using the training set as a test set (most favorable scenario), and next using the training set as 70% of the whole dataset, and the test set as 30% (least favorable scenario). We expect the classification accuracy to drop when moving from testing on the training set and training on 70% of the data. But how much is the accuracy goin to drop ? And which of the two models is going to perform the best ? These are the questions we will try and answer.
So let us get started !
Preparing the environment The processes employed to build the predictive model use quite a bit of RAM memory, therefore we first allocate this memory by increasaing the program memory size to 3.5GB (= 3,500 MB). We also load some libraries used for analysis - ‘class’ and ‘randomForest’.
Data Preparation
data1 <- `BRCARN~1` #assign the data to data1
head(data1, 2)## Hybridization.REF TCGA.3C.AAAU.01A.11R.A41B.07 TCGA.3C.AALI.01A.11R.A41B.07
## 1 gene_id normalized_count normalized_count
## 2 ?|100130426 0.0000 0.0000
## TCGA.3C.AALJ.01A.31R.A41B.07 TCGA.3C.AALK.01A.11R.A41B.07
## 1 normalized_count normalized_count
## 2 0.9066 0.0000
## TCGA.4H.AAAK.01A.12R.A41B.07 TCGA.5L.AAT0.01A.12R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.5L.AAT1.01A.12R.A41B.07 TCGA.5T.A9QA.01A.11R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A1.A0SB.01A.11R.A144.07 TCGA.A1.A0SD.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A1.A0SE.01A.11R.A084.07 TCGA.A1.A0SF.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A1.A0SG.01A.11R.A144.07 TCGA.A1.A0SH.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A1.A0SI.01A.11R.A144.07 TCGA.A1.A0SJ.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A1.A0SK.01A.12R.A084.07 TCGA.A1.A0SM.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A1.A0SN.01A.11R.A144.07 TCGA.A1.A0SO.01A.22R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A1.A0SP.01A.11R.A084.07 TCGA.A1.A0SQ.01A.21R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A04N.01A.11R.A115.07 TCGA.A2.A04P.01A.31R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A04Q.01A.21R.A034.07 TCGA.A2.A04R.01A.41R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A04T.01A.21R.A034.07 TCGA.A2.A04U.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A04V.01A.21R.A034.07 TCGA.A2.A04W.01A.31R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A04X.01A.21R.A034.07 TCGA.A2.A04Y.01A.21R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0CK.01A.11R.A22K.07 TCGA.A2.A0CL.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0CM.01A.31R.A034.07 TCGA.A2.A0CO.01A.13R.A22K.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0CP.01A.11R.A034.07 TCGA.A2.A0CQ.01A.21R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0CR.01A.11R.A22K.07 TCGA.A2.A0CS.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0CT.01A.31R.A056.07 TCGA.A2.A0CU.01A.12R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0CV.01A.31R.A115.07 TCGA.A2.A0CW.01A.21R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0CX.01A.21R.A00Z.07 TCGA.A2.A0CY.01A.12R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0CZ.01A.11R.A034.07 TCGA.A2.A0D0.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0D1.01A.11R.A034.07 TCGA.A2.A0D2.01A.21R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0D3.01A.11R.A115.07 TCGA.A2.A0D4.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0EM.01A.11R.A034.07 TCGA.A2.A0EN.01A.13R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.3302
## TCGA.A2.A0EO.01A.11R.A034.07 TCGA.A2.A0EP.01A.52R.A22U.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0EQ.01A.11R.A034.07 TCGA.A2.A0ER.01A.21R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0ES.01A.11R.A115.07 TCGA.A2.A0ET.01A.31R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0EU.01A.22R.A056.07 TCGA.A2.A0EV.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0EW.01A.21R.A115.07 TCGA.A2.A0EX.01A.21R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0EY.01A.11R.A034.07 TCGA.A2.A0ST.01A.12R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0SU.01A.11R.A084.07 TCGA.A2.A0SV.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.2813
## TCGA.A2.A0SW.01A.11R.A084.07 TCGA.A2.A0SX.01A.12R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0SY.01A.31R.A084.07 TCGA.A2.A0T0.01A.22R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0T1.01A.21R.A084.07 TCGA.A2.A0T2.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0T3.01A.21R.A115.07 TCGA.A2.A0T4.01A.31R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0T5.01A.21R.A084.07 TCGA.A2.A0T6.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0T7.01A.21R.A084.07 TCGA.A2.A0YC.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0YD.01A.11R.A109.07 TCGA.A2.A0YE.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0YF.01A.21R.A109.07 TCGA.A2.A0YG.01A.21R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0YH.01A.11R.A109.07 TCGA.A2.A0YI.01A.31R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0YJ.01A.11R.A109.07 TCGA.A2.A0YK.01A.22R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0YL.01A.21R.A109.07 TCGA.A2.A0YM.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A0YT.01A.11R.A109.07 TCGA.A2.A1FV.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A1FW.01A.11R.A13Q.07 TCGA.A2.A1FX.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A1FZ.01A.51R.A14D.07 TCGA.A2.A1G0.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A1G1.01A.21R.A13Q.07 TCGA.A2.A1G4.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A1G6.01A.11R.A13Q.07 TCGA.A2.A259.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A25A.01A.12R.A16F.07 TCGA.A2.A25B.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A25C.01A.11R.A169.07 TCGA.A2.A25D.01A.12R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A25E.01A.11R.A169.07 TCGA.A2.A25F.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A3KC.01A.11R.A213.07 TCGA.A2.A3KD.01A.12R.A213.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A3XS.01A.11R.A22U.07 TCGA.A2.A3XT.01A.11R.A22U.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A3XU.01A.12R.A22U.07 TCGA.A2.A3XV.01A.21R.A239.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A3XW.01A.11R.A239.07 TCGA.A2.A3XX.01A.21R.A239.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A3XY.01A.11R.A239.07 TCGA.A2.A3XZ.01A.42R.A239.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A3Y0.01A.11R.A239.07 TCGA.A2.A4RW.01A.21R.A266.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A4RX.01A.11R.A266.07 TCGA.A2.A4RY.01A.31R.A266.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A4S0.01A.21R.A266.07 TCGA.A2.A4S1.01A.21R.A266.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A2.A4S2.01A.12R.A266.07 TCGA.A2.A4S3.01A.21R.A266.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A0CD.01A.11R.A00Z.07 TCGA.A7.A0CE.11A.21R.A089.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A0CE.01A.11R.A00Z.07 TCGA.A7.A0CG.01A.12R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A0CH.11A.32R.A089.07 TCGA.A7.A0CH.01A.21R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A0CJ.01A.21R.A00Z.07 TCGA.A7.A0D9.11A.53R.A089.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A0D9.01A.31R.A056.07 TCGA.A7.A0DA.01A.31R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A0DB.11A.33R.A089.07 TCGA.A7.A0DB.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A13D.01A.13R.A12P.07 TCGA.A7.A13E.11A.61R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A13E.01A.11R.A12P.07 TCGA.A7.A13F.11A.42R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A13F.01A.11R.A12P.07 TCGA.A7.A13G.11A.51R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A13G.01A.11R.A13Q.07 TCGA.A7.A13H.01A.11R.A22K.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A26E.01A.11R.A169.07 TCGA.A7.A26F.01A.21R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A26G.01A.21R.A169.07 TCGA.A7.A26H.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A26I.01A.11R.A169.07 TCGA.A7.A26J.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A2KD.01A.31R.A21T.07 TCGA.A7.A3IY.01A.21R.A21T.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A3IZ.01A.11R.A213.07 TCGA.A7.A3J0.01A.11R.A213.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A3J1.01A.11R.A213.07 TCGA.A7.A3RF.01A.11R.A22K.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A425.01A.11R.A24H.07 TCGA.A7.A426.01A.22R.A24H.07
## 1 normalized_count normalized_count
## 2 1.7940 0.0000
## TCGA.A7.A4SA.01A.11R.A266.07 TCGA.A7.A4SB.01A.21R.A266.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A4SC.01A.12R.A266.07 TCGA.A7.A4SD.01A.11R.A266.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A4SE.01A.11R.A266.07 TCGA.A7.A4SF.01A.11R.A266.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A56D.01A.11R.A27Q.07 TCGA.A7.A5ZV.01A.11R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A5ZW.01A.12R.A29R.07 TCGA.A7.A5ZX.01A.12R.A29R.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A6VV.01A.22R.A33J.07 TCGA.A7.A6VW.01A.21R.A33J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A7.A6VX.01A.12R.A33J.07 TCGA.A7.A6VY.01A.12R.A33J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A06N.01A.11R.A00Z.07 TCGA.A8.A06O.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A06P.01A.11R.A00Z.07 TCGA.A8.A06Q.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A06R.01A.11R.A00Z.07 TCGA.A8.A06T.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A06U.01A.11R.A00Z.07 TCGA.A8.A06X.01A.21R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A06Y.01A.21R.A00Z.07 TCGA.A8.A06Z.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A075.01A.11R.A084.07 TCGA.A8.A076.01A.21R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A079.01A.21R.A00Z.07 TCGA.A8.A07B.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A07C.01A.11R.A034.07 TCGA.A8.A07E.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A07F.01A.11R.A00Z.07 TCGA.A8.A07G.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A07I.01A.11R.A00Z.07 TCGA.A8.A07J.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A07L.01A.11R.A00Z.07 TCGA.A8.A07O.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A07P.01A.11R.A00Z.07 TCGA.A8.A07R.01A.21R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A07S.01A.11R.A034.07 TCGA.A8.A07U.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A07W.01A.11R.A00Z.07 TCGA.A8.A07Z.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A081.01A.11R.A00Z.07 TCGA.A8.A082.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A083.01A.21R.A00Z.07 TCGA.A8.A084.01A.21R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A085.01A.11R.A00Z.07 TCGA.A8.A086.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A08A.01A.11R.A32Y.07 TCGA.A8.A08B.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A08C.01A.11R.A00Z.07 TCGA.A8.A08F.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A08G.01A.11R.A00Z.07 TCGA.A8.A08H.01A.21R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.8705 0.0000
## TCGA.A8.A08I.01A.11R.A00Z.07 TCGA.A8.A08J.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A08L.01A.11R.A00Z.07 TCGA.A8.A08O.01A.21R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A08P.01A.11R.A00Z.07 TCGA.A8.A08R.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.3152
## TCGA.A8.A08S.01A.11R.A034.07 TCGA.A8.A08T.01A.21R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A08X.01A.21R.A00Z.07 TCGA.A8.A08Z.01A.21R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A090.01A.11R.A00Z.07 TCGA.A8.A091.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A092.01A.11R.A00Z.07 TCGA.A8.A093.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A094.01A.11R.A00Z.07 TCGA.A8.A095.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A096.01A.11R.A00Z.07 TCGA.A8.A097.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A099.01A.11R.A00Z.07 TCGA.A8.A09A.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A09B.01A.11R.A00Z.07 TCGA.A8.A09C.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A09D.01A.11R.A00Z.07 TCGA.A8.A09E.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A09G.01A.21R.A00Z.07 TCGA.A8.A09I.01A.22R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A09K.01A.11R.A00Z.07 TCGA.A8.A09M.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A09N.01A.11R.A00Z.07 TCGA.A8.A09Q.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A09R.01A.11R.A00Z.07 TCGA.A8.A09T.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A09V.01A.11R.A034.07 TCGA.A8.A09W.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A09X.01A.11R.A00Z.07 TCGA.A8.A09Z.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A0A1.01A.11R.A00Z.07 TCGA.A8.A0A2.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A0A4.01A.11R.A00Z.07 TCGA.A8.A0A6.01A.12R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A0A7.01A.11R.A00Z.07 TCGA.A8.A0A9.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.A8.A0AB.01A.11R.A034.07 TCGA.A8.A0AD.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A23C.01A.12R.A169.07 TCGA.AC.A23E.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A23G.01A.11R.A213.07 TCGA.AC.A23H.11A.12R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A23H.01A.11R.A157.07 TCGA.AC.A2B8.01A.11R.A17B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A2BK.01A.11R.A21T.07 TCGA.AC.A2BM.01A.11R.A21T.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A2FB.11A.13R.A17B.07 TCGA.AC.A2FB.01A.11R.A17B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A2FE.01A.11R.A19W.07 TCGA.AC.A2FF.11A.13R.A17B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A2FF.01A.11R.A17B.07 TCGA.AC.A2FG.01A.11R.A17B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A2FK.01A.12R.A180.07 TCGA.AC.A2FM.11B.32R.A19W.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A2FM.01A.11R.A19W.07 TCGA.AC.A2FO.01A.11R.A180.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A2QH.01A.11R.A18M.07 TCGA.AC.A2QI.01A.12R.A19W.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A2QJ.01A.12R.A19W.07 TCGA.AC.A3BB.01A.21R.A19W.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A3EH.01A.22R.A22K.07 TCGA.AC.A3HN.01A.11R.A213.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A3OD.01A.11R.A21T.07 TCGA.AC.A3QP.01A.11R.A22U.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A3QQ.01A.11R.A22K.07 TCGA.AC.A3TM.01A.11R.A22K.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A3TN.01A.11R.A22K.07 TCGA.AC.A3W5.01A.11R.A22K.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A3W6.01A.12R.A22K.07 TCGA.AC.A3W7.01A.11R.A22K.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A3YI.01A.21R.A239.07 TCGA.AC.A3YJ.01A.11R.A22U.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A4ZE.01A.11R.A41B.07 TCGA.AC.A5EH.01A.11R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A5XS.01A.11R.A29R.07 TCGA.AC.A5XU.01A.11R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A62V.01A.11R.A31O.07 TCGA.AC.A62X.01A.11R.A29R.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A62Y.01A.11R.A29R.07 TCGA.AC.A6IV.01A.12R.A33J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A6IW.01A.12R.A33J.07 TCGA.AC.A6IX.06A.11R.A32P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A6IX.01A.12R.A32P.07 TCGA.AC.A6NO.01A.12R.A33J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A7VB.01A.11R.A352.07 TCGA.AC.A7VC.01A.11R.A352.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AC.A8OP.01A.11R.A36F.07 TCGA.AC.A8OQ.01A.11R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.5292
## TCGA.AC.A8OR.01A.21R.A41B.07 TCGA.AC.A8OS.01A.12R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A03X.01A.21R.A00Z.07 TCGA.AN.A03Y.01A.21R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A041.01A.11R.A034.07 TCGA.AN.A046.01A.21R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A049.01A.21R.A00Z.07 TCGA.AN.A04A.01A.21R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A04C.01A.21R.A034.07 TCGA.AN.A04D.01A.21R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0AJ.01A.11R.A00Z.07 TCGA.AN.A0AK.01A.21R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0AL.01A.11R.A00Z.07 TCGA.AN.A0AM.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0AR.01A.11R.A00Z.07 TCGA.AN.A0AS.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0AT.01A.11R.A034.07 TCGA.AN.A0FD.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0FF.01A.11R.A034.07 TCGA.AN.A0FJ.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0FK.01A.11R.A034.07 TCGA.AN.A0FL.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0FN.01A.11R.A034.07 TCGA.AN.A0FS.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0FT.01A.11R.A034.07 TCGA.AN.A0FV.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0FW.01A.11R.A034.07 TCGA.AN.A0FX.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0FY.01A.11R.A034.07 TCGA.AN.A0FZ.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.2721 0.0000
## TCGA.AN.A0G0.01A.11R.A034.07 TCGA.AN.A0XL.01A.11R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0XN.01A.21R.A109.07 TCGA.AN.A0XO.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0XP.01A.11R.A109.07 TCGA.AN.A0XR.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0XS.01A.22R.A109.07 TCGA.AN.A0XT.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0XU.01A.11R.A109.07 TCGA.AN.A0XV.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AN.A0XW.01A.11R.A109.07 TCGA.AO.A03L.01A.41R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A03M.01B.11R.A10J.07 TCGA.AO.A03N.01B.11R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A03O.01A.11R.A00Z.07 TCGA.AO.A03P.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A03R.01A.21R.A034.07 TCGA.AO.A03T.01A.21R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A03U.01B.21R.A10J.07 TCGA.AO.A03V.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A0J2.01A.11R.A034.07 TCGA.AO.A0J3.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A0J4.01A.11R.A034.07 TCGA.AO.A0J5.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A0J6.01A.11R.A034.07 TCGA.AO.A0J7.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A0J8.01A.21R.A034.07 TCGA.AO.A0J9.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A0JA.01A.11R.A056.07 TCGA.AO.A0JB.01A.11R.A32Y.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A0JC.01A.11R.A056.07 TCGA.AO.A0JD.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A0JE.01A.11R.A056.07 TCGA.AO.A0JF.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A0JG.01A.31R.A084.07 TCGA.AO.A0JI.01A.21R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A0JJ.01A.11R.A056.07 TCGA.AO.A0JL.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A0JM.01A.21R.A056.07 TCGA.AO.A124.01A.11R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A125.01A.11R.A10J.07 TCGA.AO.A126.01A.11R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A128.01A.11R.A10J.07 TCGA.AO.A129.01A.21R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A12A.01A.21R.A115.07 TCGA.AO.A12B.01A.11R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A12C.01A.11R.A10J.07 TCGA.AO.A12D.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A12E.01A.11R.A10J.07 TCGA.AO.A12F.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A12G.01A.11R.A10J.07 TCGA.AO.A12H.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A1KO.01A.31R.A13Q.07 TCGA.AO.A1KP.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A1KQ.01A.11R.A13Q.07 TCGA.AO.A1KR.01A.12R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AO.A1KS.01A.11R.A13Q.07 TCGA.AO.A1KT.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AQ.A04H.01B.11R.A10J.07 TCGA.AQ.A04J.01A.02R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AQ.A04L.01B.21R.A10J.07 TCGA.AQ.A0Y5.01A.11R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AQ.A1H2.01A.11R.A13Q.07 TCGA.AQ.A1H3.01A.31R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AQ.A54N.01A.11R.A266.07 TCGA.AQ.A54O.01A.11R.A266.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AQ.A7U7.01A.22R.A352.07 TCGA.AR.A0TP.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A0TQ.01A.11R.A084.07 TCGA.AR.A0TR.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A0TS.01A.11R.A115.07 TCGA.AR.A0TT.01A.31R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A0TU.01A.31R.A109.07 TCGA.AR.A0TV.01A.21R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A0TW.01A.11R.A084.07 TCGA.AR.A0TX.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A0TY.01A.12R.A115.07 TCGA.AR.A0TZ.01A.12R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A0U0.01A.11R.A109.07 TCGA.AR.A0U2.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A0U3.01A.11R.A109.07 TCGA.AR.A0U4.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A1AH.01A.11R.A12D.07 TCGA.AR.A1AI.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A1AJ.01A.21R.A12P.07 TCGA.AR.A1AK.01A.21R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A1AL.01A.21R.A12P.07 TCGA.AR.A1AM.01A.41R.A22K.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A1AN.01A.11R.A12P.07 TCGA.AR.A1AO.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A1AP.01A.11R.A12P.07 TCGA.AR.A1AQ.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A1AR.01A.31R.A137.07 TCGA.AR.A1AS.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A1AT.01A.11R.A12P.07 TCGA.AR.A1AU.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A1AV.01A.21R.A12P.07 TCGA.AR.A1AW.01A.21R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A1AX.01A.11R.A12P.07 TCGA.AR.A1AY.01A.21R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A24H.01A.11R.A169.07 TCGA.AR.A24K.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A24L.01A.11R.A169.07 TCGA.AR.A24M.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A24N.01A.11R.A169.07 TCGA.AR.A24O.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A24P.01A.11R.A169.07 TCGA.AR.A24Q.01A.12R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A24R.01A.11R.A169.07 TCGA.AR.A24S.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A24T.01A.11R.A169.07 TCGA.AR.A24U.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A24V.01A.21R.A169.07 TCGA.AR.A24W.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A24X.01A.11R.A169.07 TCGA.AR.A24Z.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A250.01A.31R.A169.07 TCGA.AR.A251.01A.12R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A252.01A.11R.A169.07 TCGA.AR.A254.01A.21R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A255.01A.11R.A169.07 TCGA.AR.A256.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A2LE.01A.11R.A180.07 TCGA.AR.A2LH.01A.31R.A18M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A2LJ.01A.12R.A19W.07 TCGA.AR.A2LK.01A.11R.A180.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A2LL.01A.11R.A180.07 TCGA.AR.A2LM.01A.11R.A180.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A2LN.01A.21R.A18M.07 TCGA.AR.A2LO.01A.31R.A18M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A2LQ.01A.22R.A18M.07 TCGA.AR.A2LR.01A.12R.A18M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A5QM.01A.11R.A27Q.07 TCGA.AR.A5QN.01A.12R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.AR.A5QP.01A.11R.A28M.07 TCGA.AR.A5QQ.01A.11R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0I1.01A.11R.A21T.07 TCGA.B6.A0I2.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0I5.01A.11R.A034.07 TCGA.B6.A0I6.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0I8.01A.11R.A034.07 TCGA.B6.A0I9.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0IA.01A.11R.A034.07 TCGA.B6.A0IB.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0IC.01A.11R.A034.07 TCGA.B6.A0IE.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0IG.01A.11R.A034.07 TCGA.B6.A0IH.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0IJ.01A.11R.A034.07 TCGA.B6.A0IK.01A.12R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0IM.01A.11R.A034.07 TCGA.B6.A0IN.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0IO.01A.11R.A034.07 TCGA.B6.A0IP.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0IQ.01A.11R.A034.07 TCGA.B6.A0RE.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0RG.01A.11R.A056.07 TCGA.B6.A0RH.01A.21R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0RI.01A.11R.A056.07 TCGA.B6.A0RL.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0RM.01A.11R.A084.07 TCGA.B6.A0RN.01A.12R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0RO.01A.22R.A084.07 TCGA.B6.A0RP.01A.21R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0RQ.01A.11R.A115.07 TCGA.B6.A0RS.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0RT.01A.21R.A084.07 TCGA.B6.A0RU.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0RV.01A.11R.A084.07 TCGA.B6.A0WS.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0WT.01A.11R.A109.07 TCGA.B6.A0WV.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0WW.01A.11R.A109.07 TCGA.B6.A0WX.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0WY.01A.11R.A109.07 TCGA.B6.A0WZ.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0X0.01A.21R.A115.07 TCGA.B6.A0X1.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0X4.01A.11R.A109.07 TCGA.B6.A0X5.01A.21R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A0X7.01A.11R.A10J.07 TCGA.B6.A1KC.01B.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A1KF.01A.11R.A13Q.07 TCGA.B6.A1KI.01A.11R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A1KN.01A.11R.A13Q.07 TCGA.B6.A2IU.01A.32R.A18M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A3ZX.01A.11R.A239.07 TCGA.B6.A400.01A.11R.A239.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A401.01A.11R.A239.07 TCGA.B6.A402.01A.11R.A239.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A408.01A.12R.A24H.07 TCGA.B6.A409.01A.11R.A24H.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.B6.A40B.01A.11R.A239.07 TCGA.B6.A40C.01A.11R.A239.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0AU.11A.11R.A12P.07 TCGA.BH.A0AU.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0AV.01A.31R.A115.07 TCGA.BH.A0AW.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0AY.11A.23R.A089.07 TCGA.BH.A0AY.01A.21R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0AZ.11A.22R.A12P.07 TCGA.BH.A0AZ.01A.21R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0B0.01A.21R.A115.07 TCGA.BH.A0B1.01A.12R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0B3.11B.21R.A089.07 TCGA.BH.A0B3.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0B4.01A.11R.A00Z.07 TCGA.BH.A0B5.11A.23R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0B5.01A.11R.A12P.07 TCGA.BH.A0B6.01A.11R.A19W.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0B7.11A.34R.A115.07 TCGA.BH.A0B7.01A.12R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0B8.11A.41R.A089.07 TCGA.BH.A0B8.01A.21R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0B9.01A.11R.A056.07 TCGA.BH.A0BA.11A.22R.A19E.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BA.01A.11R.A056.07 TCGA.BH.A0BC.11A.22R.A089.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BC.01A.22R.A084.07 TCGA.BH.A0BD.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BF.01A.21R.A12P.07 TCGA.BH.A0BG.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BJ.11A.23R.A089.07 TCGA.BH.A0BJ.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BL.01A.11R.A115.07 TCGA.BH.A0BM.11A.12R.A089.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BM.01A.11R.A056.07 TCGA.BH.A0BO.01A.23R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BP.01A.11R.A115.07 TCGA.BH.A0BQ.11A.33R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BQ.01A.21R.A115.07 TCGA.BH.A0BR.01A.21R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BS.11A.11R.A12P.07 TCGA.BH.A0BS.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BT.11A.21R.A12P.07 TCGA.BH.A0BT.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BV.11A.31R.A089.07 TCGA.BH.A0BV.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BW.11A.12R.A115.07 TCGA.BH.A0BW.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0BZ.11A.61R.A12P.07 TCGA.BH.A0BZ.01A.31R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0C0.11A.21R.A089.07 TCGA.BH.A0C0.01A.21R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0C1.01B.11R.A12D.07 TCGA.BH.A0C3.11A.23R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0C3.01A.21R.A12P.07 TCGA.BH.A0C7.01B.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DD.11A.23R.A12P.07 TCGA.BH.A0DD.01A.31R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DE.01A.11R.A115.07 TCGA.BH.A0DG.11A.43R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DG.01A.21R.A12P.07 TCGA.BH.A0DH.11A.31R.A089.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DH.01A.11R.A084.07 TCGA.BH.A0DI.01A.21R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DK.11A.13R.A089.07 TCGA.BH.A0DK.01A.21R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DL.11A.13R.A115.07 TCGA.BH.A0DL.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DO.11A.22R.A12D.07 TCGA.BH.A0DO.01B.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DP.11A.12R.A089.07 TCGA.BH.A0DP.01A.21R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DQ.11A.12R.A089.07 TCGA.BH.A0DQ.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DS.01A.11R.A056.07 TCGA.BH.A0DT.11A.12R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DT.01A.21R.A12D.07 TCGA.BH.A0DV.11A.22R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DV.01A.21R.A12P.07 TCGA.BH.A0DX.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0DZ.11A.22R.A089.07 TCGA.BH.A0DZ.01A.11R.A00Z.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0E0.11A.13R.A089.07 TCGA.BH.A0E0.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0E1.11A.13R.A089.07 TCGA.BH.A0E1.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0E2.01A.11R.A056.07 TCGA.BH.A0E6.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0E7.01A.11R.A034.07 TCGA.BH.A0E9.01B.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0EA.01A.11R.A115.07 TCGA.BH.A0EB.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.3293
## TCGA.BH.A0EE.01A.11R.A034.07 TCGA.BH.A0EI.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0GY.01A.11R.A056.07 TCGA.BH.A0GZ.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0H0.01A.11R.A056.07 TCGA.BH.A0H3.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0H5.11A.62R.A115.07 TCGA.BH.A0H5.01A.21R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0H6.01A.21R.A056.07 TCGA.BH.A0H7.11A.13R.A089.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0H7.01A.13R.A056.07 TCGA.BH.A0H9.11A.22R.A466.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0H9.01A.11R.A056.07 TCGA.BH.A0HA.11A.31R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0HA.01A.11R.A12P.07 TCGA.BH.A0HB.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0HF.01A.11R.A056.07 TCGA.BH.A0HI.01A.11R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0HK.11A.11R.A089.07 TCGA.BH.A0HK.01A.11R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0HL.01A.11R.A10U.07 TCGA.BH.A0HN.01A.11R.A10U.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0HO.01A.11R.A034.07 TCGA.BH.A0HP.01A.12R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0HQ.01A.11R.A034.07 TCGA.BH.A0HU.01A.11R.A034.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0HW.01A.11R.A034.07 TCGA.BH.A0HX.01A.21R.A056.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0HY.01A.11R.A056.07 TCGA.BH.A0RX.01A.21R.A084.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0W3.01A.11R.A109.07 TCGA.BH.A0W4.01A.11R.A109.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0W5.01A.11R.A109.07 TCGA.BH.A0W7.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A0WA.01A.11R.A109.07 TCGA.BH.A18F.01A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18G.01A.11R.A12D.07 TCGA.BH.A18H.01A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18I.01A.11R.A12D.07 TCGA.BH.A18J.11A.31R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18J.01A.11R.A12D.07 TCGA.BH.A18K.11A.13R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18K.01A.11R.A12D.07 TCGA.BH.A18L.11A.42R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18L.01A.32R.A12D.07 TCGA.BH.A18M.11A.33R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18M.01A.11R.A12D.07 TCGA.BH.A18N.11A.43R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18N.01A.11R.A12D.07 TCGA.BH.A18P.11A.43R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18P.01A.11R.A12D.07 TCGA.BH.A18Q.11A.34R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18Q.01A.12R.A12D.07 TCGA.BH.A18R.11A.42R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18R.01A.11R.A12D.07 TCGA.BH.A18S.11A.43R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18S.01A.11R.A12D.07 TCGA.BH.A18T.01A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18U.11A.23R.A12D.07 TCGA.BH.A18U.01A.21R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18V.11A.52R.A12D.07 TCGA.BH.A18V.06A.11R.A213.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A18V.01A.11R.A12D.07 TCGA.BH.A1EN.11A.23R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1EN.01A.11R.A13Q.07 TCGA.BH.A1EO.11A.31R.A137.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1EO.01A.11R.A137.07 TCGA.BH.A1ES.06A.12R.A24H.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1ES.01A.11R.A137.07 TCGA.BH.A1ET.11B.23R.A137.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1ET.01A.11R.A137.07 TCGA.BH.A1EU.11A.23R.A137.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1EU.01A.11R.A137.07 TCGA.BH.A1EV.11A.24R.A137.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1EV.01A.11R.A137.07 TCGA.BH.A1EW.11B.33R.A137.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1EW.01A.11R.A137.07 TCGA.BH.A1EX.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1EY.01A.11R.A13Q.07 TCGA.BH.A1F0.11B.23R.A137.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1F0.01A.11R.A137.07 TCGA.BH.A1F2.11A.32R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1F2.01A.31R.A13Q.07 TCGA.BH.A1F5.01A.12R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1F6.11B.94R.A13Q.07 TCGA.BH.A1F6.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1F8.11B.21R.A13Q.07 TCGA.BH.A1F8.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FB.11A.33R.A13Q.07 TCGA.BH.A1FB.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FC.11A.32R.A13Q.07 TCGA.BH.A1FC.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FD.11B.21R.A13Q.07 TCGA.BH.A1FD.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FE.11B.14R.A13Q.07 TCGA.BH.A1FE.06A.11R.A213.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FE.01A.11R.A13Q.07 TCGA.BH.A1FG.11B.12R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FG.01A.11R.A13Q.07 TCGA.BH.A1FH.11B.42R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FH.01A.12R.A13Q.07 TCGA.BH.A1FJ.11B.42R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FJ.01A.11R.A13Q.07 TCGA.BH.A1FL.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FM.11B.23R.A13Q.07 TCGA.BH.A1FM.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FN.11A.34R.A13Q.07 TCGA.BH.A1FN.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FR.11B.42R.A13Q.07 TCGA.BH.A1FR.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A1FU.11A.23R.A14D.07 TCGA.BH.A1FU.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A201.01A.11R.A14M.07 TCGA.BH.A202.01A.11R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A203.11A.42R.A169.07 TCGA.BH.A203.01A.12R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A204.11A.53R.A157.07 TCGA.BH.A204.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A208.11A.51R.A157.07 TCGA.BH.A208.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A209.11A.42R.A157.07 TCGA.BH.A209.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.2959
## TCGA.BH.A28O.01A.11R.A22K.07 TCGA.BH.A28Q.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.2575
## TCGA.BH.A2L8.01A.11R.A18M.07 TCGA.BH.A42T.01A.11R.A24H.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A42U.01A.12R.A24H.07 TCGA.BH.A42V.01A.11R.A24H.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A5IZ.01A.11R.A27Q.07 TCGA.BH.A5J0.01A.11R.A27Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A6R8.01A.21R.A33J.07 TCGA.BH.A6R9.01A.21R.A32P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A8FY.01A.11R.A36F.07 TCGA.BH.A8FZ.01A.11R.A352.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.BH.A8G0.01A.11R.A352.07 TCGA.BH.AB28.01A.31R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A12K.01A.21R.A115.07 TCGA.C8.A12L.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A12M.01A.11R.A115.07 TCGA.C8.A12N.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A12O.01A.11R.A115.07 TCGA.C8.A12P.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A12Q.01A.11R.A115.07 TCGA.C8.A12T.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A12U.01A.11R.A115.07 TCGA.C8.A12V.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A12W.01A.11R.A115.07 TCGA.C8.A12X.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A12Y.01A.11R.A12D.07 TCGA.C8.A12Z.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A130.01A.31R.A115.07 TCGA.C8.A131.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A132.01A.31R.A115.07 TCGA.C8.A133.01A.32R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A134.01A.11R.A115.07 TCGA.C8.A135.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A137.01A.11R.A115.07 TCGA.C8.A138.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A1HE.01A.11R.A13Q.07 TCGA.C8.A1HF.01A.11R.A137.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A1HG.01A.11R.A137.07 TCGA.C8.A1HI.01A.11R.A137.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A1HJ.01A.11R.A13Q.07 TCGA.C8.A1HK.01A.21R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A1HL.01A.11R.A137.07 TCGA.C8.A1HM.01A.12R.A137.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A1HN.01A.11R.A137.07 TCGA.C8.A1HO.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A26V.01A.11R.A16F.07 TCGA.C8.A26W.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A26X.01A.31R.A16F.07 TCGA.C8.A26Y.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A26Z.01A.11R.A16F.07 TCGA.C8.A273.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A274.01A.11R.A16F.07 TCGA.C8.A275.01A.21R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A278.01A.11R.A169.07 TCGA.C8.A27A.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A27B.01A.11R.A169.07 TCGA.C8.A3M7.01A.12R.A21T.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A3M8.01A.11R.A213.07 TCGA.C8.A8HP.01A.11R.A36F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.C8.A8HQ.01A.11R.A36F.07 TCGA.C8.A8HR.01A.11R.A36F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A13Y.01A.11R.A115.07 TCGA.D8.A13Z.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A140.01A.11R.A115.07 TCGA.D8.A141.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A142.01A.11R.A115.07 TCGA.D8.A143.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A145.01A.11R.A115.07 TCGA.D8.A146.01A.31R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A147.01A.11R.A115.07 TCGA.D8.A1J8.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1J9.01A.11R.A13Q.07 TCGA.D8.A1JA.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1JB.01A.11R.A13Q.07 TCGA.D8.A1JC.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1JD.01A.11R.A13Q.07 TCGA.D8.A1JE.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1JF.01A.11R.A13Q.07 TCGA.D8.A1JG.01B.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1JH.01A.11R.A13Q.07 TCGA.D8.A1JI.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1JJ.01A.31R.A14M.07 TCGA.D8.A1JK.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1JL.01A.11R.A13Q.07 TCGA.D8.A1JM.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1JN.01A.11R.A13Q.07 TCGA.D8.A1JP.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.4803
## TCGA.D8.A1JS.01A.11R.A13Q.07 TCGA.D8.A1JT.01A.31R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1JU.01A.11R.A13Q.07 TCGA.D8.A1X5.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1X6.01A.11R.A14M.07 TCGA.D8.A1X7.01A.11R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1X8.01A.11R.A14M.07 TCGA.D8.A1X9.01A.12R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1XA.01A.11R.A14D.07 TCGA.D8.A1XB.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1XC.01A.11R.A14D.07 TCGA.D8.A1XD.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1XF.01A.11R.A14D.07 TCGA.D8.A1XG.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.3599 0.0000
## TCGA.D8.A1XJ.01A.11R.A14M.07 TCGA.D8.A1XK.01A.21R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1XL.01A.11R.A14M.07 TCGA.D8.A1XM.01A.21R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1XO.01A.11R.A14M.07 TCGA.D8.A1XQ.01A.11R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1XR.01A.11R.A14M.07 TCGA.D8.A1XS.01A.11R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1XT.01A.11R.A14M.07 TCGA.D8.A1XU.01A.11R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1XV.01A.11R.A14M.07 TCGA.D8.A1XW.01A.11R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1XY.01A.11R.A14M.07 TCGA.D8.A1XZ.01A.11R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1Y0.01A.11R.A14M.07 TCGA.D8.A1Y1.01A.21R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A1Y2.01A.11R.A157.07 TCGA.D8.A1Y3.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A27E.01A.11R.A16F.07 TCGA.D8.A27F.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.3052 0.0000
## TCGA.D8.A27G.01A.11R.A16F.07 TCGA.D8.A27H.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.3561
## TCGA.D8.A27I.01A.11R.A16F.07 TCGA.D8.A27K.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A27L.01A.11R.A16F.07 TCGA.D8.A27M.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A27N.01A.11R.A16F.07 TCGA.D8.A27P.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.4019
## TCGA.D8.A27R.01A.11R.A16F.07 TCGA.D8.A27T.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A27V.01A.12R.A17B.07 TCGA.D8.A27W.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.2528
## TCGA.D8.A3Z5.01A.41R.A24H.07 TCGA.D8.A3Z6.01A.11R.A239.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A4Z1.01A.21R.A266.07 TCGA.D8.A73U.01A.11R.A33J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.D8.A73W.01A.22R.A352.07 TCGA.D8.A73X.01A.11R.A32P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A105.01A.11R.A10J.07 TCGA.E2.A106.01A.11R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A107.01A.11R.A10J.07 TCGA.E2.A108.01A.13R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A109.01A.11R.A10J.07 TCGA.E2.A10A.01A.21R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A10B.01A.11R.A10J.07 TCGA.E2.A10C.01A.21R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A10E.01A.21R.A10J.07 TCGA.E2.A10F.01A.11R.A10J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A14N.01A.31R.A137.07 TCGA.E2.A14O.01A.31R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A14P.01A.31R.A12D.07 TCGA.E2.A14Q.01A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A14R.01A.11R.A115.07 TCGA.E2.A14S.01A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A14T.01A.11R.A115.07 TCGA.E2.A14U.01A.11R.A22K.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A14V.01A.11R.A12D.07 TCGA.E2.A14W.01A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A14X.01A.11R.A115.07 TCGA.E2.A14Y.01A.21R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A14Z.01A.11R.A115.07 TCGA.E2.A150.01A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A152.01A.11R.A12D.07 TCGA.E2.A153.11A.31R.A12D.07
## 1 normalized_count normalized_count
## 2 0.4274 0.0000
## TCGA.E2.A153.01A.12R.A12D.07 TCGA.E2.A154.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A155.01A.11R.A12D.07 TCGA.E2.A156.01A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A158.11A.22R.A12D.07 TCGA.E2.A158.01A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A159.01A.11R.A115.07 TCGA.E2.A15A.06A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A15A.01A.11R.A12D.07 TCGA.E2.A15C.01A.31R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A15D.01A.11R.A115.07 TCGA.E2.A15E.06A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A15E.01A.11R.A12D.07 TCGA.E2.A15F.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A15G.01A.11R.A12D.07 TCGA.E2.A15H.01A.11R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A15I.11A.32R.A137.07 TCGA.E2.A15I.01A.21R.A137.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A15J.01A.11R.A12P.07 TCGA.E2.A15K.11A.13R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.4815
## TCGA.E2.A15K.06A.11R.A12P.07 TCGA.E2.A15K.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A15L.01A.11R.A12D.07 TCGA.E2.A15M.11A.22R.A12D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A15M.01A.11R.A12D.07 TCGA.E2.A15O.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A15P.01A.11R.A115.07 TCGA.E2.A15R.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A15S.01A.11R.A115.07 TCGA.E2.A15T.01A.11R.A115.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1AZ.01A.11R.A12P.07 TCGA.E2.A1B0.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1B1.01A.21R.A12P.07 TCGA.E2.A1B4.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1B5.01A.21R.A12P.07 TCGA.E2.A1B6.01A.31R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1BC.11A.32R.A12P.07 TCGA.E2.A1BC.01A.11R.A12P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1BD.01A.11R.A12P.07 TCGA.E2.A1IE.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1IF.01A.11R.A144.07 TCGA.E2.A1IG.11A.22R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1IG.01A.11R.A144.07 TCGA.E2.A1IH.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1II.01A.11R.A144.07 TCGA.E2.A1IJ.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1IK.01A.11R.A144.07 TCGA.E2.A1IL.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1IN.01A.11R.A13Q.07 TCGA.E2.A1IO.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1IU.01A.11R.A14D.07 TCGA.E2.A1L6.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1L7.11A.33R.A144.07 TCGA.E2.A1L7.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1L8.01A.11R.A13Q.07 TCGA.E2.A1L9.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1LA.01A.11R.A144.07 TCGA.E2.A1LB.11A.22R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1LB.01A.11R.A144.07 TCGA.E2.A1LE.01A.12R.A19W.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1LG.01A.21R.A14M.07 TCGA.E2.A1LH.11A.22R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1LH.01A.11R.A14D.07 TCGA.E2.A1LI.01A.12R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1LK.01A.21R.A14D.07 TCGA.E2.A1LL.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A1LS.11A.32R.A157.07 TCGA.E2.A1LS.01A.12R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A2P5.01A.11R.A19W.07 TCGA.E2.A2P6.01A.11R.A19W.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A3DX.01A.21R.A213.07 TCGA.E2.A56Z.01A.12R.A29R.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A570.01A.11R.A29R.07 TCGA.E2.A572.01A.13R.A31O.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A573.01A.11R.A29R.07 TCGA.E2.A574.01A.11R.A29R.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E2.A576.01A.11R.A31O.07 TCGA.E2.A9RU.01A.11R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1N3.01A.12R.A157.07 TCGA.E9.A1N4.11A.33R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1N4.01A.11R.A14M.07 TCGA.E9.A1N5.11A.41R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1N5.01A.11R.A14D.07 TCGA.E9.A1N6.11A.32R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1N6.01A.11R.A144.07 TCGA.E9.A1N8.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1N9.11A.71R.A14D.07 TCGA.E9.A1N9.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1NA.11A.33R.A144.07 TCGA.E9.A1NA.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1NC.01A.21R.A26B.07 TCGA.E9.A1ND.11A.43R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1ND.01A.11R.A144.07 TCGA.E9.A1NE.01A.21R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1NF.11A.73R.A14D.07 TCGA.E9.A1NF.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1NG.11A.52R.A14M.07 TCGA.E9.A1NG.01A.21R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1NH.01A.11R.A14D.07 TCGA.E9.A1NI.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1QZ.01A.21R.A169.07 TCGA.E9.A1R0.01A.22R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1R2.01A.11R.A14D.07 TCGA.E9.A1R3.01A.31R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1R4.01A.21R.A14D.07 TCGA.E9.A1R5.01A.11R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1R6.01A.11R.A14D.07 TCGA.E9.A1R7.11A.42R.A14M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1R7.01A.11R.A14M.07 TCGA.E9.A1RA.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1RB.11A.33R.A157.07 TCGA.E9.A1RB.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1RC.11A.33R.A157.07 TCGA.E9.A1RC.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1RD.11A.33R.A157.07 TCGA.E9.A1RD.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1RE.01A.11R.A157.07 TCGA.E9.A1RF.11A.32R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1RF.01A.11R.A157.07 TCGA.E9.A1RG.01A.11R.A14D.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1RH.11A.34R.A169.07 TCGA.E9.A1RH.01A.21R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A1RI.11A.41R.A169.07 TCGA.E9.A1RI.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A226.01A.21R.A157.07 TCGA.E9.A227.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A228.01A.31R.A157.07 TCGA.E9.A229.01A.31R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A22A.01A.11R.A157.07 TCGA.E9.A22B.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A22D.01A.11R.A157.07 TCGA.E9.A22E.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A22G.01A.11R.A157.07 TCGA.E9.A22H.01A.11R.A157.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A243.01A.21R.A169.07 TCGA.E9.A244.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A245.01A.22R.A16F.07 TCGA.E9.A247.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A248.01A.11R.A169.07 TCGA.E9.A249.01A.11R.A169.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A24A.01A.11R.A169.07 TCGA.E9.A295.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.4829
## TCGA.E9.A2JS.01A.11R.A180.07 TCGA.E9.A2JT.01A.22R.A18M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A3HO.01A.11R.A213.07 TCGA.E9.A3Q9.01A.11R.A21T.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A3QA.01A.61R.A22K.07 TCGA.E9.A3X8.01A.31R.A22U.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A54X.01A.11R.A266.07 TCGA.E9.A54Y.01A.11R.A466.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A5FK.01A.11R.A27Q.07 TCGA.E9.A5FL.01A.11R.A27Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A5UO.01A.11R.A28M.07 TCGA.E9.A5UP.01A.11R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.E9.A6HE.01A.11R.A31O.07 TCGA.EW.A1IW.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1IX.01A.12R.A144.07 TCGA.EW.A1IY.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1IZ.01A.11R.A13Q.07 TCGA.EW.A1J1.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.3337
## TCGA.EW.A1J2.01A.21R.A13Q.07 TCGA.EW.A1J3.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1J5.01A.11R.A13Q.07 TCGA.EW.A1J6.01A.11R.A13Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1OV.01A.11R.A144.07 TCGA.EW.A1OW.01A.21R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1OX.01A.11R.A144.07 TCGA.EW.A1OY.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1OZ.01A.11R.A144.07 TCGA.EW.A1P0.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1P1.01A.31R.A14D.07 TCGA.EW.A1P3.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1P4.01A.21R.A144.07 TCGA.EW.A1P5.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1P6.01A.11R.A144.07 TCGA.EW.A1P7.01A.21R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1P8.01A.11R.A144.07 TCGA.EW.A1PA.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1PB.01A.11R.A144.07 TCGA.EW.A1PC.01B.11R.A21T.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1PD.01A.11R.A144.07 TCGA.EW.A1PE.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1PF.01A.11R.A144.07 TCGA.EW.A1PG.01A.11R.A144.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A1PH.01A.11R.A14M.07 TCGA.EW.A2FR.01A.11R.A21T.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A2FS.01A.11R.A17B.07 TCGA.EW.A2FV.01A.11R.A17B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A2FW.01A.11R.A17B.07 TCGA.EW.A3E8.01B.11R.A24H.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A3U0.01A.11R.A22K.07 TCGA.EW.A423.01A.11R.A24H.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A424.01A.11R.A24H.07 TCGA.EW.A6S9.01A.22R.A33J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A6SA.01A.21R.A32P.07 TCGA.EW.A6SB.01A.12R.A32P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.EW.A6SC.01A.12R.A32P.07 TCGA.EW.A6SD.01A.12R.A33J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GI.A2C8.11A.22R.A16F.07 TCGA.GI.A2C8.01A.11R.A16F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GI.A2C9.11A.22R.A21T.07 TCGA.GI.A2C9.01A.11R.A21T.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GM.A2D9.01A.11R.A18M.07 TCGA.GM.A2DA.01A.11R.A18M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GM.A2DB.01A.31R.A18M.07 TCGA.GM.A2DC.01A.11R.A18M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GM.A2DD.01A.11R.A180.07 TCGA.GM.A2DF.01A.11R.A180.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GM.A2DH.01A.11R.A180.07 TCGA.GM.A2DI.01A.31R.A18M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GM.A2DK.01A.21R.A180.07 TCGA.GM.A2DL.01A.11R.A18M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GM.A2DM.01A.11R.A180.07 TCGA.GM.A2DN.01A.11R.A180.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GM.A2DO.01A.11R.A18M.07 TCGA.GM.A3NW.01A.21R.A22K.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GM.A3NY.01A.11R.A21T.07 TCGA.GM.A3XG.01A.31R.A24H.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GM.A3XL.01A.11R.A22U.07 TCGA.GM.A3XN.01A.12R.A22U.07
## 1 normalized_count normalized_count
## 2 0.0000 0.3549
## TCGA.GM.A4E0.01A.12R.A266.07 TCGA.GM.A5PV.01A.11R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.GM.A5PX.01A.12R.A28M.07 TCGA.HN.A2NL.01A.11R.A18M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.HN.A2OB.01A.21R.A27Q.07 TCGA.JL.A3YW.01A.12R.A239.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.JL.A3YX.01A.11R.A22U.07 TCGA.LD.A66U.01A.11R.A31O.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LD.A74U.01A.13R.A33J.07 TCGA.LD.A7W5.01A.22R.A352.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LD.A7W6.01A.81R.A352.07 TCGA.LD.A9QF.01A.32R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LL.A440.01A.11R.A24H.07 TCGA.LL.A441.01A.11R.A24H.07
## 1 normalized_count normalized_count
## 2 0.3334 0.0000
## TCGA.LL.A442.01A.11R.A24H.07 TCGA.LL.A50Y.01A.11R.A266.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LL.A5YL.01A.12R.A29R.07 TCGA.LL.A5YM.01A.11R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LL.A5YN.01A.11R.A28M.07 TCGA.LL.A5YO.01A.21R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LL.A5YP.01A.21R.A28M.07 TCGA.LL.A6FP.01A.11R.A31O.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LL.A6FQ.01A.11R.A31O.07 TCGA.LL.A6FR.01A.12R.A31O.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LL.A73Y.01A.11R.A33J.07 TCGA.LL.A73Z.01A.11R.A32P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LL.A740.01A.21R.A32P.07 TCGA.LL.A7SZ.01A.32R.A352.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LL.A7T0.01A.31R.A352.07 TCGA.LL.A8F5.01A.11R.A36F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.LL.A9Q3.01A.11R.A41B.07 TCGA.LQ.A4E4.01A.11R.A266.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.MS.A51U.01A.31R.A266.07 TCGA.OK.A5Q2.01A.11R.A27Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A5D6.01A.21R.A27Q.07 TCGA.OL.A5D7.01A.11R.A27Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A5D8.01A.11R.A27Q.07 TCGA.OL.A5DA.01A.11R.A27Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A5RU.01A.11R.A28M.07 TCGA.OL.A5RV.01A.12R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A5RW.01A.11R.A28M.07 TCGA.OL.A5RX.01A.11R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A5RY.01A.21R.A28M.07 TCGA.OL.A5RZ.01A.11R.A28M.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A5S0.01A.11R.A28M.07 TCGA.OL.A66H.01A.11R.A29R.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A66I.01A.21R.A29R.07 TCGA.OL.A66J.01A.11R.A29R.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A66K.01A.11R.A29R.07 TCGA.OL.A66L.01A.12R.A31O.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A66N.01A.12R.A31O.07 TCGA.OL.A66O.01A.11R.A31O.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A66P.01A.11R.A31O.07 TCGA.OL.A6VO.01A.12R.A33J.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.OL.A6VQ.01A.12R.A41B.07 TCGA.OL.A6VR.01A.32R.A33J.07
## 1 normalized_count normalized_count
## 2 2.0203 0.0000
## TCGA.OL.A97C.01A.32R.A41B.07 TCGA.PE.A5DC.01A.12R.A27Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.PE.A5DD.01A.12R.A27Q.07 TCGA.PE.A5DE.01A.11R.A27Q.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.PL.A8LV.01A.21R.A41B.07 TCGA.PL.A8LX.01A.11R.A41B.07
## 1 normalized_count normalized_count
## 2 0.4618 0.0000
## TCGA.PL.A8LY.01A.11R.A41B.07 TCGA.PL.A8LZ.01A.31R.A36F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.S3.A6ZF.01A.32R.A32P.07 TCGA.S3.A6ZG.01A.22R.A32P.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.S3.A6ZH.01A.22R.A32P.07 TCGA.S3.AA0Z.01A.11R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.S3.AA10.01A.21R.A41B.07 TCGA.S3.AA11.01A.31R.A41B.07
## 1 normalized_count normalized_count
## 2 0.4254 0.0000
## TCGA.S3.AA12.01A.11R.A41B.07 TCGA.S3.AA14.01A.11R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.S3.AA15.01A.11R.A41B.07 TCGA.S3.AA17.01A.11R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.UL.AAZ6.01A.11R.A41B.07 TCGA.UU.A93S.01A.21R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.V7.A7HQ.01A.11R.A33J.07 TCGA.W8.A86G.01A.21R.A36F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.WT.AB41.01A.11R.A41B.07 TCGA.WT.AB44.01A.11R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.XX.A899.01A.11R.A36F.07 TCGA.XX.A89A.01A.11R.A36F.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000
## TCGA.Z7.A8R5.01A.42R.A41B.07 TCGA.Z7.A8R6.01A.11R.A41B.07
## 1 normalized_count normalized_count
## 2 0.0000 0.0000ddata <- mrnaNorm #pass the mrnaNorm data to ddata
head(ddata)## V1 V2 V3 V4 V5 V6 V7 V8
## 1 ?|100130426 0.0000 0.0000 0.9066 0.0000 0.0000 0.0000 0.0000
## 2 ?|100133144 16.3644 9.2659 11.6228 12.0894 6.8468 3.9889 0.0000
## 3 ?|100134869 12.9316 17.3790 9.2294 11.0799 14.4298 13.6090 10.5949
## 4 ?|10357 52.1503 69.7553 154.2974 143.8643 84.2128 114.2572 115.9984
## 5 ?|10431 408.0760 563.8934 1360.8341 865.5358 766.3830 807.7431 1108.3945
## 6 ?|136542 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V9 V10 V11 V12 V13 V14 V15 V16
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.4644 15.3396 9.5178 10.0370 10.2517 6.0625 1.6902 3.7905
## 3 8.9958 14.3935 11.3241 4.4426 10.7401 4.3776 3.0048 2.9782
## 4 107.5628 116.3870 60.2630 153.1452 141.1933 68.5843 79.8003 63.5491
## 5 1420.5021 657.2812 977.9175 1084.3274 1219.6650 1072.8107 989.1970 878.1636
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V17 V18 V19 V20 V21 V22 V23 V24
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.6424 50.5641 6.5562 12.5818 12.5687 11.7293 0.5769 5.3011
## 3 4.9419 28.8560 7.6484 5.6992 21.4958 9.4309 1.0368 6.9810
## 4 134.8733 1119.1932 119.4760 95.0898 383.9288 190.5983 41.5532 108.0428
## 5 765.9808 1091.7113 831.1237 718.7300 669.9357 668.3692 775.7943 1049.5246
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V25 V26 V27 V28 V29 V30 V31
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.2241 1.1801 3.6258 16.6878 0.0000 4.5142 1.3076
## 3 3.4440 3.8334 11.5874 23.9972 0.5195 5.2638 4.6360
## 4 244.2064 185.5958 119.8406 232.6558 411.4041 166.4412 101.3265
## 5 3071.5768 1706.1319 1447.4328 758.0631 4388.1024 1027.5005 1759.8271
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V32 V33 V34 V35 V36 V37 V38 V39
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.4779 9.4446 0.9980 10.7672 19.7115 9.8632 10.2346 7.4676
## 3 2.8476 15.3128 2.6384 7.7650 3.8260 6.4292 4.5107 5.7526
## 4 70.5055 139.8595 113.6646 91.2602 238.3801 97.5164 96.5147 86.5958
## 5 1451.2030 1444.9649 795.5556 738.3247 1431.6372 572.7415 1263.4048 1406.3421
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V40 V41 V42 V43 V44 V45 V46 V47
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 1.4905 0.0000 7.3845 3.5615 6.0066 1.0049 9.3125
## 3 4.9047 2.6627 5.0167 5.2157 5.8939 2.9027 3.4346 6.6483
## 4 115.1087 77.7942 59.2266 73.5739 63.6091 133.4560 102.7908 109.5703
## 5 1191.8404 1250.1154 900.9197 682.3215 977.0585 1843.3683 1239.0273 1351.7495
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V48 V49 V50 V51 V52 V53 V54 V55
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.3302
## 2 7.1857 2.5659 5.3773 9.8281 12.6197 7.4762 10.1456 4.0290
## 3 5.1952 1.5527 20.9912 9.3920 4.4688 2.6412 4.0589 5.2178
## 4 92.4000 234.9835 118.4932 177.6492 88.3701 164.8202 126.8643 92.5505
## 5 830.9524 1345.5519 1575.9859 1826.2798 866.6774 807.5273 866.8324 1128.1094
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V56 V57 V58 V59 V60 V61 V62 V63
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.4684 2.1993 9.4756 7.7660 9.8895 4.3960 4.1760 8.0526
## 3 2.9878 6.1063 2.9596 3.0829 5.3422 6.4382 8.5387 3.5263
## 4 107.2489 141.1230 198.8601 110.2816 84.2537 122.1587 95.1809 134.5123
## 5 893.8307 796.6784 1255.1295 926.0703 799.1084 644.9079 1167.3612 736.4912
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V64 V65 V66 V67 V68 V69 V70 V71
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.2813 0.0000 0.0000
## 2 6.2239 0.6524 6.7911 2.6265 1.6315 5.9806 0.4387 12.3539
## 3 5.8200 4.6016 14.7969 5.5010 4.3952 11.7418 0.0000 5.6294
## 4 80.7864 153.9054 140.6623 148.8525 417.4946 77.7060 87.8814 151.5928
## 5 794.5448 987.7408 712.4040 956.4752 1021.0934 917.6299 1116.5599 840.7193
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V72 V73 V74 V75 V76 V77 V78 V79
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 6.4181 8.6466 3.1723 20.3388 7.5193 4.9341 7.2508 4.5768
## 3 2.9895 4.4593 4.3184 5.9652 6.8568 1.4104 3.3263 2.0738
## 4 143.6829 195.2648 175.3956 128.2568 119.4812 152.0595 120.5106 112.2249
## 5 825.4355 1653.3096 1128.4792 3062.8622 726.6193 1198.1454 919.4857 832.8295
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V80 V81 V82 V83 V84 V85 V86 V87
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 6.9474 1.5860 2.6025 23.8942 1.8358 8.5185 3.0155 17.4747
## 3 4.6075 2.1156 5.1276 20.7826 3.7434 5.2633 4.0798 9.3590
## 4 121.6350 79.4163 57.2574 151.7269 106.4267 64.4200 82.2670 48.8521
## 5 1048.0248 978.9294 763.9907 721.7997 1370.8820 550.9434 1045.4989 1056.0525
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V88 V89 V90 V91 V92 V93 V94 V95
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.7893 12.1946 7.6688 28.8549 15.0630 14.5507 32.0154 2.2206
## 3 7.6363 5.1437 2.2616 22.3877 4.6254 11.9273 16.3489 3.4663
## 4 154.4711 75.6995 113.0488 86.4970 63.8096 69.7710 165.8037 149.4144
## 5 1065.0936 657.7700 766.2369 862.2898 1149.2145 691.7751 599.6588 853.5644
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V96 V97 V98 V99 V100 V101 V102 V103
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.0091 11.3741 10.5037 3.9466 7.8319 13.5805 11.5625 15.1118
## 3 3.8519 3.0901 5.4402 3.1792 5.1768 6.3268 10.1766 19.6873
## 4 104.4808 85.4372 154.6038 125.6184 83.8159 64.5743 87.7287 116.7664
## 5 797.2693 547.0085 1011.3394 968.5509 775.1835 1121.9625 731.4312 904.0872
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V104 V105 V106 V107 V108 V109 V110 V111
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 21.7468 0.9254 11.5629 2.6526 9.5154 7.6046 16.7663 20.1082
## 3 10.2338 2.8827 11.0786 3.7857 22.7942 10.4804 32.1504 18.6647
## 4 302.2519 100.8606 71.7013 96.5851 92.1711 80.2413 212.4393 155.5003
## 5 1150.4191 1170.6017 1484.5912 669.0703 756.9679 929.1570 728.8247 725.9485
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V112 V113 V114 V115 V116 V117 V118 V119
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.3252 0.0000 1.0985 3.6535 9.6884 4.3694 3.7005 15.3632
## 3 1.4521 3.8710 14.1389 6.9711 24.2737 20.0965 1.8815 10.6659
## 4 123.9513 91.8151 54.5889 203.8728 213.7269 165.1206 277.4424 128.3717
## 5 1644.9607 2462.3656 851.8781 1317.1108 973.0534 963.8181 1684.4539 846.2470
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V120 V121 V122 V123 V124 V125 V126 V127
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 10.8003 14.1880 12.2656 0.0000 15.1422 5.3792 0.5439 4.3333
## 3 25.7467 14.8474 9.6465 1.7017 12.4338 2.6896 6.1460 3.9206
## 4 157.2023 162.3622 120.9652 46.8136 67.9059 283.8300 53.1704 78.9238
## 5 440.4537 527.5591 609.3648 775.1212 673.6427 1442.7111 753.9267 978.4127
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V128 V129 V130 V131 V132 V133 V134 V135
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.0789 3.3673 4.2087 5.9183 8.3819 3.0550 26.8176 24.1031
## 3 3.4986 4.0895 2.1852 4.9850 5.9591 0.0000 13.5282 29.1098
## 4 130.2890 134.2033 53.6380 76.7412 260.6586 87.5764 125.9778 103.8487
## 5 1272.9892 983.5165 970.7569 985.2152 407.5856 770.3666 971.1816 505.0201
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V136 V137 V138 V139 V140 V141 V142 V143
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.2784 0.8851 8.3152 2.0931 4.2660 1.6345 0.0000 6.2993
## 3 0.8454 5.2457 3.8712 3.2738 4.2746 4.6520 1.2048 4.6808
## 4 61.2165 82.6286 105.1244 103.8931 80.2221 83.5204 77.4137 114.5303
## 5 696.3918 1071.3670 1385.1935 912.8577 2202.6262 653.7943 986.7470 633.1842
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V144 V145 V146 V147 V148 V149 V150 V151
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.1351 8.7278 16.4216 13.5170 1.5634 10.3029 14.9129 9.1450
## 3 6.2366 7.5826 6.6737 5.0877 5.2815 7.9739 5.8340 7.1804
## 4 66.9025 148.8512 105.1633 185.3739 102.7060 84.4491 92.4869 84.1461
## 5 766.7990 704.4691 727.1038 998.9267 1307.6450 730.8094 1435.4080 682.2884
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V152 V153 V154 V155 V156 V157 V158 V159
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 1.7940 0.0000
## 2 6.3175 2.6197 11.2420 8.0790 11.4725 0.0000 6.5016 3.5302
## 3 5.9598 8.9071 8.3858 7.1547 9.5375 1.0205 15.3857 13.9407
## 4 151.6354 159.7977 69.3841 74.9961 63.6057 70.0740 96.8927 142.4792
## 5 621.0716 1200.5435 612.1827 703.8471 511.2423 754.8261 701.4711 712.7011
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V160 V161 V162 V163 V164 V165 V166 V167
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 30.7158 12.0418 8.6674 6.4129 12.0658 1.7005 4.6729 2.3321
## 3 25.0007 10.3322 12.6553 4.5323 23.7150 4.4324 0.0000 5.2725
## 4 133.4161 178.0516 68.5380 185.2438 184.8577 167.3722 57.8571 105.5260
## 5 632.7403 1228.2785 994.6737 1235.8209 689.8069 997.9887 1308.4112 1762.3574
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V168 V169 V170 V171 V172 V173 V174 V175
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 3.2532 9.3661 4.9776 2.0721 2.5770 12.0721 17.0783
## 3 4.9135 9.0230 12.6674 12.1070 9.9400 5.3788 9.9564 19.9745
## 4 182.7270 155.1836 110.9290 96.5331 57.8854 96.4545 67.5815 55.5146
## 5 969.2909 732.0716 1842.2183 1852.9955 498.0727 1289.5192 430.0138 1342.3982
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V176 V177 V178 V179 V180 V181 V182
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.8850 23.0229 11.2189 8.7476 28.2614 23.9444 3.7975
## 3 1.4111 18.5864 7.5757 14.2161 16.4683 24.2424 8.6262
## 4 94.8116 186.2166 212.3430 82.3116 63.3411 114.9131 76.0410
## 5 1134.5010 1247.4511 1424.7764 1469.1442 1036.1727 1945.8520 1316.0783
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V183 V184 V185 V186 V187 V188 V189 V190
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.2663 15.1882 8.4121 7.0241 5.4945 23.7101 9.8252 14.8703
## 3 0.8131 8.8347 6.5401 4.1576 30.8538 8.7367 6.5072 3.9039
## 4 89.4155 151.3231 59.3331 100.9877 167.2527 204.7819 156.1060 83.7525
## 5 1402.3178 1024.3815 996.4115 972.8081 1080.3043 1884.5745 1214.3266 882.6658
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V191 V192 V193 V194 V195 V196 V197 V198
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 8.0048 6.3940 2.5578 11.9979 4.1896 1.5999 41.3866 1.3823
## 3 11.9128 10.3627 3.4227 8.2214 5.6788 6.6932 18.9376 4.3076
## 4 97.8812 160.8687 91.3813 88.6840 89.0879 81.7001 227.6861 122.2258
## 5 889.0797 852.8277 870.8453 1165.5243 1199.1627 1401.5204 1578.3313 986.3610
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V199 V200 V201 V202 V203 V204 V205 V206
## 1 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000
## 2 17.0568 9.9595 1.6459 12.2367 9.372 3.6753 4.5789 3.7384
## 3 6.9387 9.1078 0.8107 6.2289 1.028 5.9351 9.3435 3.0323
## 4 127.2883 146.6338 80.0691 82.7074 130.640 57.3039 178.8031 73.3503
## 5 1838.8580 895.5271 1341.7724 1274.3823 1015.200 999.7403 862.8058 1045.8228
## 6 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000
## V207 V208 V209 V210 V211 V212 V213 V214
## 1 0.0000 0.000 0.0000 0.0000 0.0000 0.8705 0.0000 0.0000
## 2 14.0011 10.413 17.0230 4.7071 5.4234 24.3047 2.5482 9.5031
## 3 8.5007 10.934 5.0618 6.1294 6.9026 15.7388 4.5796 4.1736
## 4 43.6784 64.714 85.6890 66.4477 165.7635 121.0939 135.4227 153.1786
## 5 833.5026 1035.511 1369.2580 720.6231 1116.5657 915.4878 922.5972 619.4204
## 6 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V215 V216 V217 V218 V219 V220 V221 V222
## 1 0.0000 0.0000 0.0000 0.0000 0.3152 0.0000 0.0000 0.0000
## 2 9.1317 10.3648 9.6553 12.4246 23.9718 2.8645 5.8136 5.6453
## 3 4.1750 5.1808 9.0888 6.0716 13.0539 2.2968 10.1597 2.1620
## 4 107.9308 110.0412 102.0389 100.5227 150.3366 119.3806 55.9967 183.6392
## 5 1152.6946 778.5533 1136.7281 2893.0438 1228.8862 905.4839 739.7671 1541.6376
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V223 V224 V225 V226 V227 V228 V229 V230
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.0822 4.7444 4.2081 6.7737 11.4431 1.0244 12.2922 2.3950
## 3 5.3198 6.5518 6.0734 8.8217 9.1721 11.4678 5.5226 4.9195
## 4 91.9419 87.4743 110.8984 79.2632 73.8122 81.1993 144.0631 94.6437
## 5 666.4491 1030.5940 554.4676 1350.6257 768.6518 1270.4560 808.1729 711.5987
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V231 V232 V233 V234 V235 V236 V237 V238
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.8146 1.2191 4.6715 14.7018 10.2757 14.6431 3.2901 14.7567
## 3 5.6947 0.3780 8.0154 9.3310 6.4995 2.5982 6.3980 10.6489
## 4 142.6609 57.1387 116.6923 99.0224 121.0922 113.3601 76.6290 73.4956
## 5 997.3877 1090.7639 1221.1146 656.8985 1146.0694 850.0401 670.0291 1238.4451
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V239 V240 V241 V242 V243 V244 V245 V246
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 20.5086 16.6698 5.3312 6.8950 7.2555 9.7992 5.5031 22.1226
## 3 8.3260 5.2642 5.6940 4.0148 6.1564 5.1702 0.0000 13.3462
## 4 145.2363 91.2791 83.1546 100.6502 62.6824 93.3861 88.0503 90.2282
## 5 1380.2563 1041.4426 1280.3414 1281.2568 933.2679 654.6240 1179.2453 618.9167
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V247 V248 V249 V250 V251 V252 V253 V254
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 5.1371 12.7052 16.2651 4.1858 9.6842 13.1720 2.9525
## 3 3.3546 2.7279 8.7081 8.3333 2.3038 6.4199 12.3633 3.7220
## 4 147.6046 91.7810 129.0221 89.8193 79.7227 182.3678 78.3402 121.4684
## 5 1568.2986 965.7456 743.3976 802.7108 925.9587 900.0873 832.0255 716.1366
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V255 V256 V257 V258 V259 V260 V261 V262
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 15.2988 13.1540 0.0000 14.7030 2.8676 1.0174 5.8538 4.9602
## 3 11.0633 12.6230 0.8715 10.2632 2.6353 5.5233 8.4587 3.9664
## 4 98.0902 180.5271 45.4597 103.9224 121.7334 82.8634 93.7866 114.4447
## 5 832.1617 776.6630 598.2571 612.1221 1044.9404 675.1453 622.2381 650.4500
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V263 V264 V265 V266 V267 V268 V269 V270
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.0071 9.1398 6.0928 11.1613 10.3153 2.3238 9.4621 9.6908
## 3 15.7546 12.2865 9.0875 3.8728 7.5144 5.1025 6.1870 3.8357
## 4 68.1179 235.8682 83.9848 88.5270 85.7347 184.7049 97.6954 109.4300
## 5 708.4908 1312.4400 1088.4940 678.6409 825.9989 1018.3337 733.8332 638.9694
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V271 V272 V273 V274 V275 V276 V277 V278
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.8067 15.9893 0.4078 8.2860 4.7634 3.1987 3.4376 0.0000
## 3 5.5222 8.9106 1.2235 8.7538 5.3220 15.7626 6.0937 1.7616
## 4 74.4830 93.9173 133.5073 187.4708 100.6555 135.0371 164.3336 82.2842
## 5 891.1635 518.4526 925.3670 690.9455 801.0085 805.4411 697.3789 883.1474
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V279 V280 V281 V282 V283 V284 V285 V286
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.3165 3.0891 10.8922 9.5439 2.7130 1.2369 3.1780 1.0274
## 3 6.7324 9.0048 9.1225 10.2601 1.1081 11.2319 8.6259 1.9723
## 4 168.2997 177.0111 98.2824 141.9104 153.3091 105.7756 96.4879 111.1849
## 5 1003.3481 1228.7491 721.0533 905.5811 1060.7566 1187.5312 1471.4028 1062.9921
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V287 V288 V289 V290 V291 V292 V293 V294
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.3850 4.2235 19.6374 12.0349 6.2417 36.1900 0.0000 0.0000
## 3 13.3032 8.3340 34.0036 1.3925 0.0000 30.3926 9.0722 11.1491
## 4 158.9675 129.2507 132.1876 157.4587 128.9353 58.9592 134.8784 151.8926
## 5 838.3381 827.9615 465.0884 1001.5852 924.7389 617.4023 1171.1340 1526.0331
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V295 V296 V297 V298 V299 V300 V301 V302
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.5000 1.9303 1.6655 1.8541 8.5383 1.3091 12.2269 14.2849
## 3 11.9401 10.5502 1.2491 5.9745 8.6313 7.0330 15.6007 9.4139
## 4 164.5762 79.2720 83.7098 116.5019 65.8347 65.5170 123.8844 123.7371
## 5 638.8025 1587.9355 3699.3859 854.9650 549.7852 1198.3637 617.6576 910.4001
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V303 V304 V305 V306 V307 V308 V309 V310
## 1 0.0000 0.0000 0.0000 0.0000 0.5292 0.0000 0.0000 0.0000
## 2 12.2025 12.6397 3.2281 12.9469 7.7206 13.1077 28.6172 7.6543
## 3 16.6627 13.1138 21.1229 31.5727 17.1504 13.5721 28.8894 0.0000
## 4 88.3828 126.9710 175.7952 83.6918 102.7545 75.8103 84.6005 78.4564
## 5 821.6686 1074.6269 1003.3842 756.3169 651.4098 734.6838 413.0817 867.4852
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V311 V312 V313 V314 V315 V316 V317
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 12.4509 15.6242 7.0920 7.2894 9.2752 4.9300 12.5425
## 3 9.3426 13.2603 9.9470 2.5438 4.0301 6.4196 10.4924
## 4 175.2340 223.0412 155.5774 106.5413 113.6204 232.0979 365.4881
## 5 1221.8650 928.6189 1370.6929 1074.8183 1304.6218 2155.7014 1681.2554
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V318 V319 V320 V321 V322 V323 V324 V325
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.0393 5.8060 4.6176 10.0419 12.2586 3.5008 16.5264 0.0000
## 3 1.9140 4.6893 3.8366 5.9973 8.2986 9.5652 7.9764 6.5851
## 4 115.3077 191.9815 302.0934 97.3753 245.0203 98.1708 278.0513 162.2389
## 5 1477.6822 991.1839 1497.1820 1675.3981 1807.9524 895.6972 1771.1156 1142.9915
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V326 V327 V328 V329 V330 V331 V332 V333
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.8600 7.0528 1.2096 0.0000 0.0000 3.6162 1.3202 3.9213
## 3 3.3974 7.3529 1.0235 2.3031 2.6972 4.4874 0.7556 3.7600
## 4 131.9113 106.1525 104.6543 165.5504 131.7856 130.7764 102.5656 174.1104
## 5 830.7721 1012.0048 834.4654 1350.0691 998.9784 897.7235 1619.9593 1061.1618
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V334 V335 V336 V337 V338 V339 V340 V341
## 1 0.0000 0.0000 0.2721 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.4248 5.4418 7.4405 10.7435 19.9428 6.8753 6.3761 5.3017
## 3 8.1160 9.2313 10.2490 4.8560 10.5400 5.4755 4.0847 6.0692
## 4 185.0624 124.5136 186.2675 144.5666 123.7576 66.0619 80.6974 92.0190
## 5 642.2333 880.7018 803.9189 725.1227 848.8312 773.2361 856.7870 853.1021
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V342 V343 V344 V345 V346 V347 V348 V349
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.7267 9.5535 5.4434 18.0155 31.3749 5.2824 2.1241 15.8413
## 3 7.1704 7.3956 8.6147 9.1631 22.3811 3.7831 10.3248 14.2539
## 4 58.7878 105.4155 126.6864 49.1803 183.7836 77.2455 89.5585 88.0896
## 5 852.0900 1513.0219 727.0980 785.5910 797.0365 1119.2469 1179.5371 1312.2821
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V350 V351 V352 V353 V354 V355 V356 V357
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.9125 1.5023 2.4105 13.5871 1.0349 4.7718 3.9304 17.2118
## 3 0.7003 0.0000 4.1397 10.7889 6.9771 1.9128 7.9707 5.9255
## 4 121.6571 88.4126 153.0218 143.1004 98.1472 85.4197 93.7290 112.7216
## 5 987.8391 3572.8593 1487.7729 1232.4902 1494.2414 2233.1919 659.7498 1108.6275
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V358 V359 V360 V361 V362 V363 V364 V365
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.7587 10.9473 10.2607 19.1141 5.3029 2.9037 4.7849 6.8742
## 3 2.7896 10.9174 12.9374 10.8831 2.3565 3.5410 2.9811 6.5568
## 4 393.3979 108.3272 170.9515 130.7625 98.8064 95.7931 98.2025 128.9581
## 5 2396.3528 838.5614 891.2115 723.5772 1466.5220 1215.1808 1019.1019 1945.8689
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V366 V367 V368 V369 V370 V371 V372 V373
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 16.7873 7.4008 13.8222 2.7655 4.2840 1.1606 10.0918 3.3396
## 3 19.9294 13.1190 5.8800 16.7999 3.0183 4.6042 8.8800 7.2624
## 4 80.8544 90.7114 177.9729 343.1098 92.7748 89.2852 84.6297 35.7554
## 5 459.3116 1008.2079 831.4361 1823.7231 1321.2982 835.5111 838.4333 965.1647
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V374 V375 V376 V377 V378 V379 V380
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.5110 4.2243 0.7734 13.3305 7.1072 0.0000 17.5550
## 3 3.6910 9.8362 5.7625 13.0098 5.7599 3.1577 7.9539
## 4 50.8246 62.6913 106.6993 114.0849 61.3950 86.4456 86.4830
## 5 924.3788 1692.7575 1210.7843 1696.3711 1193.2346 1137.5567 1082.7680
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V381 V382 V383 V384 V385 V386 V387 V388
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000
## 2 13.6602 6.5404 2.0510 16.3918 4.3638 8.6120 10.5997 1.644
## 3 5.2587 11.5421 0.4863 19.0682 8.1317 6.4153 14.2407 1.156
## 4 128.2664 118.3896 62.7720 55.2078 143.1599 39.8470 147.1816 109.328
## 5 1828.9575 931.0815 749.3393 959.1071 569.5062 1040.1639 2210.4636 1247.200
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000
## V389 V390 V391 V392 V393 V394 V395 V396
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.9480 13.0913 5.7262 1.9563 0.0000 18.7160 8.7072 4.4637
## 3 0.0000 5.9786 9.1944 2.9223 7.3579 15.3251 2.4173 4.6459
## 4 60.4507 94.2891 124.7931 305.1787 131.4247 224.5361 79.6753 62.4478
## 5 947.1953 563.0646 1454.9301 1491.4014 2239.4649 1468.7268 1374.0229 1016.4561
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V397 V398 V399 V400 V401 V402 V403 V404
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 16.6519 11.6796 10.6504 7.3808 8.9826 0.0000 0.0000 11.6107
## 3 20.4792 2.7907 7.3533 3.4069 4.1982 4.7851 12.2019 9.0809
## 4 235.1761 58.6584 88.3735 35.0778 100.0366 137.3043 90.8652 80.9627
## 5 1788.9559 1738.0879 970.7881 1000.0000 766.4490 2619.4858 1462.0078 486.0576
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V405 V406 V407 V408 V409 V410 V411 V412
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 30.3657 9.1653 11.9749 22.0007 6.5008 15.4140 4.6614 2.0002
## 3 36.2527 9.1708 9.7228 17.2921 15.5220 3.9944 4.7873 2.5979
## 4 105.8943 179.1489 71.7893 105.3405 180.2447 94.2964 88.2402 85.6097
## 5 703.1137 989.0531 661.0939 345.1212 734.9103 2631.0847 994.5618 887.7576
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V413 V414 V415 V416 V417 V418 V419 V420
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.4755 16.8462 11.3496 5.5616 19.1178 15.8471 14.4864 18.1003
## 3 5.0152 8.6295 12.1010 5.0059 11.2722 4.1187 23.3013 7.7237
## 4 162.7750 164.7856 75.9703 60.7006 108.5355 198.8534 84.9296 126.1252
## 5 826.3959 1576.2657 1148.8394 1190.2153 616.1718 1103.8220 1076.9495 2325.5034
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V421 V422 V423 V424 V425 V426 V427 V428
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.1246 9.3829 3.5389 9.9689 0.9755 10.2771 1.7248 13.3603
## 3 11.0415 8.4083 3.5785 10.1412 7.8603 3.2272 2.8747 9.5816
## 4 223.9653 82.9612 58.4500 93.4770 152.2685 114.6131 103.5466 81.3000
## 5 1261.7427 1669.6657 566.2317 745.9899 827.7344 1002.7779 1046.4066 1103.9136
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V429 V430 V431 V432 V433 V434 V435 V436
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.1291 5.7266 1.3507 2.8979 18.7199 13.1083 10.1362 16.7221
## 3 2.6188 2.1824 0.4502 3.8414 4.6188 8.2906 6.8899 11.2552
## 4 210.2221 68.4627 121.9586 129.0824 129.6619 95.9250 114.4798 72.2117
## 5 889.4628 1469.8468 1216.5691 954.3805 795.0236 718.0202 894.4381 493.7618
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V437 V438 V439 V440 V441 V442 V443 V444
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.0137 38.1918 11.2845 7.1559 0.9868 1.2994 11.7176 4.5537
## 3 10.8680 9.8717 7.8219 7.7305 2.8184 3.0904 7.2912 4.9935
## 4 117.6633 111.0966 111.1258 63.0948 107.1815 79.0138 94.8337 82.9683
## 5 598.1446 859.7760 990.2998 3417.0802 739.2351 950.5414 897.8276 834.9486
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V445 V446 V447 V448 V449 V450 V451 V452
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.4731 18.5375 7.3397 6.2646 4.7436 7.5864 12.2035 16.2923
## 3 5.0830 2.2389 8.1956 2.1097 3.2010 3.6820 12.4018 6.7930
## 4 82.1514 109.9180 115.3191 79.0241 101.5810 109.9680 75.7290 95.5730
## 5 1039.8836 991.5254 1045.8505 947.2582 634.9022 959.3422 650.3856 893.4492
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V453 V454 V455 V456 V457 V458 V459 V460
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 33.8217 17.3731 91.8275 1.6267 20.4955 9.5562 18.4481 12.1108
## 3 17.6834 9.9448 16.0120 2.2252 12.9274 8.1347 5.5182 12.8393
## 4 75.8063 196.9288 51.0347 97.6444 112.4290 66.5829 121.1628 71.9711
## 5 768.2271 928.5320 1661.9211 838.8148 641.7206 1567.9702 873.7333 667.1657
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V461 V462 V463 V464 V465 V466 V467 V468
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.4059 0.0000 7.6329 13.6173 21.1672 6.3746 12.2907 9.0328
## 3 5.5836 3.3945 9.0660 13.8195 14.1368 2.5254 11.3354 6.4119
## 4 61.3565 142.2128 93.2224 79.0289 104.5393 61.8885 118.1099 84.1082
## 5 947.4238 946.6426 637.5944 496.3899 677.1666 505.6320 747.3035 535.8850
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V469 V470 V471 V472 V473 V474 V475 V476
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 14.6626 1.0239 10.2757 2.3617 3.2489 4.0996 1.8760 12.7051
## 3 22.7221 4.7634 6.6889 2.0489 5.1962 8.5095 8.9470 2.9733
## 4 177.9270 55.9459 183.8625 197.0850 210.1590 77.4200 112.6494 114.5868
## 5 379.1879 994.9795 956.6798 1153.1676 1002.4839 1510.5076 868.5457 1442.4140
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V477 V478 V479 V480 V481 V482 V483 V484
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 30.9465 5.8488 27.8808 7.7050 5.4202 23.0843 1.9886 11.1555
## 3 12.2967 5.7237 15.7776 4.5556 5.8920 14.3887 6.0868 7.5907
## 4 144.9247 72.9439 132.2945 138.0651 51.3154 73.5479 119.9529 144.0504
## 5 902.1277 925.1701 1176.2269 1700.3831 1382.9994 954.6000 2938.7618 1709.5882
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V485 V486 V487 V488 V489 V490 V491 V492
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.6540 3.1673 7.3642 11.3259 2.2445 10.5206 10.4256 13.3295
## 3 7.2637 4.6808 4.1965 7.0318 8.6007 5.2702 9.7421 2.2676
## 4 82.4295 168.1900 80.9249 100.2653 87.7944 135.3565 133.4625 216.8241
## 5 916.1595 1989.2089 1167.0520 711.4299 1406.1063 1144.8310 931.9152 1307.4591
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V493 V494 V495 V496 V497 V498 V499 V500
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.3793 8.1811 5.5571 9.9549 0.0000 4.2635 2.6443 5.8826
## 3 6.4242 6.0469 3.7276 6.1690 0.6154 8.2659 5.5805 8.1735
## 4 80.7601 125.7651 119.6149 111.1835 103.8369 119.1160 162.1547 193.8632
## 5 1202.6623 1381.1291 1642.7098 884.8758 2047.6923 905.2467 1027.2691 2027.0654
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V501 V502 V503 V504 V505 V506 V507 V508
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.9836 7.1236 6.9981 1.3511 0.7913 9.9516 6.2384 14.1703
## 3 2.4776 8.9749 0.5777 5.6430 8.7890 4.1613 3.3539 11.9329
## 4 73.1093 88.1640 204.6086 139.4627 171.5181 189.1935 74.6283 87.6321
## 5 818.5751 767.1548 1934.6591 795.4220 670.6164 854.8387 1057.5540 796.1467
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V509 V510 V511 V512 V513 V514 V515 V516
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 10.0180 4.5202 1.0808 4.6159 9.7693 5.1268 22.3943 11.1747
## 3 10.2249 8.5406 7.6415 4.0269 2.1754 2.7234 9.1317 5.3542
## 4 85.3576 79.2675 65.6409 102.2215 79.9928 104.4686 62.3019 36.0094
## 5 1167.3414 1170.3578 1584.0435 947.1831 1418.5142 792.2705 946.8678 804.0142
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V517 V518 V519 V520 V521 V522 V523 V524
## 1 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 13.0072 4.568 4.6360 2.3709 10.1253 1.1287 7.4668
## 3 0.4674 11.0230 4.136 4.8349 3.2042 9.1110 3.9037 18.2694
## 4 46.7679 116.2513 95.922 105.5949 71.7488 128.6535 49.6046 161.3165
## 5 858.1444 475.1116 1074.791 1690.0675 1023.1808 1113.0866 770.6686 737.7712
## 6 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000
## V525 V526 V527 V528 V529 V530 V531 V532
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.9138 10.1129 16.0839 1.6485 0.0000 9.9793 4.2941 18.7655
## 3 27.0531 18.6247 25.0733 9.5756 7.3132 8.8979 8.0532 10.7324
## 4 141.4961 111.2248 185.8272 212.4588 164.8553 149.4399 165.9103 98.1715
## 5 943.0537 930.8929 861.4507 749.2108 4850.5564 1326.8404 848.1273 466.3097
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V533 V534 V535 V536 V537 V538 V539 V540
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.1245 19.5870 3.3786 8.3478 0.8953 12.0917 1.3321 4.7749
## 3 5.3159 6.2693 9.6378 8.6087 3.4507 12.2929 2.9804 3.4862
## 4 99.2103 75.4097 155.1500 62.2000 138.6354 83.5175 80.4552 114.7418
## 5 588.4477 1282.7401 1280.1358 676.0870 1541.0691 489.8270 937.2305 1295.3325
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V541 V542 V543 V544 V545 V546 V547 V548
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.2608 16.1889 7.4287 6.2596 2.5997 13.6658 0.9699 12.8787
## 3 8.1520 7.5122 7.1600 5.9136 3.0329 6.6811 4.5953 2.6586
## 4 90.4583 74.9094 147.6226 112.9414 103.3146 159.4396 172.7922 112.9866
## 5 853.9493 526.9214 998.1764 1517.8017 1260.8319 879.2528 1115.4297 593.8714
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V549 V550 V551 V552 V553 V554 V555 V556
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.1623 2.9393 0.0000 21.4689 4.6885 7.5640 0.0000 6.3195
## 3 5.3431 2.3094 0.4592 35.4053 6.3867 2.7178 4.1040 6.3617
## 4 68.9135 63.5715 90.1259 357.8974 77.5265 61.1224 81.3041 127.2679
## 5 1030.3788 737.2063 1260.8809 1679.3551 566.6820 700.1971 725.4902 1097.2255
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V557 V558 V559 V560 V561 V562 V563 V564
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 8.6985 9.1342 14.1548 13.6520 4.8669 11.0610 10.3417 2.6561
## 3 5.0360 12.4396 12.2441 4.3219 8.0445 9.9120 2.7277 12.6306
## 4 140.0981 136.9469 122.7612 61.4869 57.7172 117.5797 85.5242 51.4586
## 5 953.5644 1101.4158 1304.8602 677.6961 605.7563 1348.0489 693.9409 1252.8662
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V565 V566 V567 V568 V569 V570 V571 V572
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.9253 13.4453 19.4906 2.9913 3.7597 8.0645 0.0000 13.2111
## 3 4.1715 22.6630 5.4486 7.2751 0.9614 7.3699 6.1499 7.6633
## 4 86.9916 112.1314 79.8901 88.2911 72.6953 94.1252 101.8454 102.1361
## 5 937.6218 858.5757 768.0440 975.3081 799.5708 824.3365 1129.6372 797.2422
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V573 V574 V575 V576 V577 V578 V579 V580
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.0619 15.3908 7.5748 4.3067 10.4864 8.0368 11.5541 15.1903
## 3 4.9085 9.9853 5.0883 11.6440 21.5696 2.0724 5.3529 11.7363
## 4 163.9050 54.7146 80.5104 122.2424 75.6595 90.5208 82.7534 79.4336
## 5 1409.6551 636.2372 913.6608 565.1709 467.9440 780.5759 1075.4019 507.5828
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V581 V582 V583 V584 V585 V586 V587 V588
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.8666 12.6486 28.7667 11.2606 12.7151 1.3010 21.7437 1.7487
## 3 4.9246 6.1462 12.8831 8.1980 9.6880 0.8673 11.1695 2.2437
## 4 104.5500 79.0899 101.0635 93.8748 129.7949 104.9436 108.0147 60.8125
## 5 1174.0521 711.8951 449.2519 1061.3367 995.6366 722.4631 732.8431 938.6166
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V589 V590 V591 V592 V593 V594 V595 V596
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 13.9820 12.8740 2.2376 2.7174 2.7221 15.9120 1.3501 17.8387
## 3 15.7529 7.9712 3.6398 1.4227 3.0873 2.4514 6.3006 8.6263
## 4 111.7469 87.0414 87.5819 103.6319 96.6152 70.3578 116.9442 77.8418
## 5 514.7435 968.0526 1115.0294 1232.5932 868.9265 868.6147 1318.1818 606.1752
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V597 V598 V599 V600 V601 V602 V603 V604
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 24.8023 16.7685 11.6581 8.3216 8.1612 11.3614 2.8811 5.4201
## 3 14.4194 12.2613 6.2381 6.9443 3.8405 21.7132 4.4749 5.6217
## 4 69.3267 79.2781 62.3192 86.1097 51.7017 70.9132 160.2452 49.7792
## 5 805.1266 552.7120 868.5172 698.4989 565.3665 576.7752 994.6874 1203.5526
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V605 V606 V607 V608 V609 V610 V611 V612
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 17.2946 10.3629 13.8362 1.1904 14.4883 2.7438 4.3898 7.1752
## 3 8.2621 6.6635 5.7261 0.0000 14.5404 3.9051 5.7797 3.9113
## 4 109.3574 111.8327 94.2275 98.6891 110.1265 92.2961 135.8644 89.4279
## 5 696.2395 925.2317 736.0743 804.9996 912.5419 799.2021 915.2542 993.3481
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V613 V614 V615 V616 V617 V618 V619 V620
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.8507 8.1676 4.1018 7.3548 12.2290 4.7447 9.9797 4.6848
## 3 10.9933 6.0412 3.0249 11.4835 0.8551 5.6136 10.8998 10.1495
## 4 92.8397 70.9358 111.1848 187.5785 235.0374 88.5437 86.8371 78.4783
## 5 1728.2145 814.7967 946.6664 1236.6562 3162.6168 1013.6788 877.2892 655.1023
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V621 V622 V623 V624 V625 V626 V627 V628
## 1 0.3293 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.0774 6.6711 6.4349 12.4572 0.0000 6.0122 6.0987 27.5073
## 3 5.7886 2.3665 7.4701 13.6925 9.5854 3.1380 6.4860 6.9755
## 4 137.5370 117.1883 93.2677 171.2669 115.2547 77.9762 110.2969 73.2821
## 5 1055.9763 1651.5481 584.7818 1293.5077 1827.9328 1121.9808 736.6893 550.0623
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V629 V630 V631 V632 V633 V634 V635 V636
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.9175 3.8281 7.5406 3.6967 0.0000 3.0183 17.6805 1.8833
## 3 2.8562 3.4712 3.2869 1.5561 4.7933 5.5830 18.8159 6.4664
## 4 72.1588 65.3812 96.6744 108.3388 103.7328 77.8497 95.2960 98.2581
## 5 836.9287 1093.2685 948.9559 1141.4970 827.4416 838.2367 597.7291 1624.4926
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V637 V638 V639 V640 V641 V642 V643 V644
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.3242 10.0857 3.4040 0.0000 1.9494 12.0534 7.3470 3.0090
## 3 1.0234 3.7793 4.3323 3.3606 5.4268 7.7604 3.4214 3.2127
## 4 216.1645 162.8027 99.5798 77.6219 214.7682 91.6512 109.2070 91.7081
## 5 1948.3501 1205.8135 1151.6484 695.2664 820.8641 690.4833 1078.3162 829.7511
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V645 V646 V647 V648 V649 V650 V651 V652
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.9588 4.9621 4.4460 10.3750 3.7861 2.1581 3.2971 18.6034
## 3 2.4783 2.6857 4.6274 17.8179 9.9399 2.9890 4.3483 12.5780
## 4 124.7280 90.6900 197.8735 110.0920 73.0569 145.6250 200.2485 75.0198
## 5 781.1394 791.3273 1709.4907 777.5317 827.7571 1225.7353 2368.6537 1070.2679
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V653 V654 V655 V656 V657 V658 V659 V660
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 12.4155 8.6956 4.8689 13.3993 6.0141 17.3125 3.3385 10.6050
## 3 9.3605 5.1896 3.3487 11.5726 4.5783 0.8125 5.4607 6.4913
## 4 117.6226 63.0216 103.1390 77.2143 74.2487 128.6562 76.5373 82.9999
## 5 880.3279 789.7222 1173.4724 725.8938 1054.9235 1849.3750 927.5362 885.2678
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V661 V662 V663 V664 V665 V666 V667 V668
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.1542 9.2538 17.7379 10.5640 8.9739 17.0202 6.1701 1.7190
## 3 9.7906 7.8699 11.6465 5.3723 1.5391 2.6329 5.2887 8.1984
## 4 69.0731 117.8217 108.6754 116.7915 88.6081 82.2572 84.4645 82.9795
## 5 518.7166 1277.2898 461.2873 1471.0934 748.9487 725.7225 606.8753 831.5947
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V669 V670 V671 V672 V673 V674 V675 V676
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 14.3684 6.4242 6.7108 22.5945 14.7282 6.2988 8.2948 6.5527
## 3 5.8036 7.3027 3.1015 8.1663 4.1219 14.8809 2.7987 2.0654
## 4 78.9815 98.0302 112.1928 130.2609 70.5121 118.3819 87.9144 104.6597
## 5 665.0132 772.8209 595.1365 735.3291 522.1489 878.9580 492.2345 1115.8990
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V677 V678 V679 V680 V681 V682 V683 V684
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.2875 0.3919 7.6319 9.4575 12.6275 1.5609 11.1935 20.0812
## 3 2.4051 2.2208 19.6034 4.6934 5.6630 2.8429 8.8415 14.7187
## 4 65.2751 59.6222 142.8834 96.6604 102.8632 116.7480 119.9168 196.7918
## 5 744.3074 1089.5036 2273.6966 744.8113 1024.6219 935.0607 981.1351 1217.3337
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V685 V686 V687 V688 V689 V690 V691 V692
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.8702 4.6424 0.9907 4.1887 15.0504 12.8361 15.5530 6.0858
## 3 2.8496 3.2961 2.1201 4.9669 16.2671 1.0984 5.3440 2.7404
## 4 98.9853 64.9590 97.2194 77.9772 153.2109 154.6639 89.7757 66.8468
## 5 640.7080 1585.4745 1055.9943 596.8313 713.1030 1055.7377 528.7971 1077.6600
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V693 V694 V695 V696 V697 V698 V699 V700
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 31.3161 22.2339 14.0364 10.3425 14.4239 9.3530 11.6792 24.3995
## 3 11.7343 14.5164 7.8686 7.8975 10.4010 1.4306 5.3190 8.7573
## 4 83.1242 75.6313 118.7103 252.0074 81.1946 108.3393 130.5766 121.4175
## 5 530.7503 548.9832 704.6517 905.4041 770.2101 948.5981 816.8565 600.7243
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V701 V702 V703 V704 V705 V706 V707 V708
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.9731 6.6244 15.2268 5.1391 5.4937 6.3687 25.2145 6.1331
## 3 4.1248 4.1295 5.6080 4.3382 11.0870 10.3370 10.6176 4.1939
## 4 112.8029 109.0590 88.5162 132.1104 71.8386 86.9314 103.0929 70.9352
## 5 747.5520 909.9903 582.5074 1179.1582 1315.4016 856.0961 943.8944 746.9880
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V709 V710 V711 V712 V713 V714 V715 V716
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 14.6094 17.8586 12.4215 4.6391 21.9287 3.8714 13.4107 26.5980
## 3 1.8837 9.7578 15.1688 5.4201 3.3748 0.5746 8.0510 17.4118
## 4 114.2361 72.3986 103.2903 63.9053 101.2784 136.0807 129.5534 98.8124
## 5 1910.3009 519.8669 734.9574 937.8698 976.5355 842.6813 1611.6589 618.2326
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V717 V718 V719 V720 V721 V722 V723 V724
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.0668 17.8035 0.0000 3.1937 5.3016 14.8556 14.1096 0.0000
## 3 5.4236 8.3227 2.9326 0.8121 2.8783 7.7467 6.2662 3.5449
## 4 68.2109 109.2667 68.2279 73.4778 91.8252 103.1845 92.2679 85.7918
## 5 1014.4112 918.1873 1322.1617 1576.1107 730.5726 576.2056 905.0019 952.7575
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V725 V726 V727 V728 V729 V730 V731 V732
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 19.0272 9.7428 3.1899 1.8859 17.3779 5.0531 6.6911 22.7950
## 3 25.6631 8.2711 5.1473 2.7279 4.9887 9.0955 1.6300 9.1924
## 4 126.4492 104.7126 107.2333 118.7315 103.4070 53.9768 51.2433 75.8626
## 5 795.2168 606.0606 2230.7204 706.1895 1262.2591 619.5048 753.7934 538.0178
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V733 V734 V735 V736 V737 V738 V739 V740
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.8328 7.8067 11.8206 17.2795 9.3565 6.1973 17.7460 5.9342
## 3 10.0260 9.6847 5.3939 10.7474 8.5678 4.2476 4.9529 6.8413
## 4 119.6275 127.5152 77.4494 94.4918 149.8692 107.9923 158.3634 92.5812
## 5 860.1126 1087.5336 779.8674 560.5381 1492.0237 791.8762 1231.8693 650.5945
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V741 V742 V743 V744 V745 V746 V747 V748
## 1 0.0000 0.0000 0.2959 0.0000 0.2575 0.0000 0.0000 0.0000
## 2 0.7147 2.2438 2.4504 9.6423 10.6223 0.0000 1.1059 0.0000
## 3 0.5927 7.4856 2.8766 13.8934 7.0521 5.0252 11.0047 7.9283
## 4 153.0319 108.0784 405.5253 120.9994 78.7444 105.6160 208.2989 142.2690
## 5 765.6607 743.0830 1251.5537 520.3602 802.1638 1028.0183 941.1202 923.6419
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V749 V750 V751 V752 V753 V754 V755 V756
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.0696 9.2590 0.0000 1.7421 0.0000 0.5603 1.5499 6.6673
## 3 5.4985 12.8060 5.5607 5.8473 8.9577 3.8774 17.3517 16.3564
## 4 164.9571 122.7729 80.9175 31.2066 132.3534 37.1377 92.5213 72.6254
## 5 742.5411 795.1723 1291.0102 1020.0949 838.7622 1110.5256 862.3333 621.1605
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V757 V758 V759 V760 V761 V762 V763 V764
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.6740 17.2116 17.6969 44.4378 6.2159 14.9859 0.2102 10.3202
## 3 15.8270 8.0814 15.5441 7.0594 5.8773 10.6128 4.3752 10.2784
## 4 97.4890 232.6496 90.4867 33.2586 88.9005 79.8112 80.5846 60.0493
## 5 580.7094 1107.6496 1171.7452 533.2110 1209.3117 1173.9870 1664.8835 1395.0295
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V765 V766 V767 V768 V769 V770 V771 V772
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.5424 1.7950 1.8127 6.3487 5.7410 2.6484 7.4985 8.6072
## 3 5.3468 8.5856 5.8921 2.7147 2.8921 3.7034 5.2858 14.5427
## 4 113.0958 85.8737 107.0560 95.1014 52.7482 69.0610 103.4640 382.1139
## 5 1167.1370 1175.1730 744.5255 710.8330 1215.8273 2231.9801 1205.1629 2300.1898
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V773 V774 V775 V776 V777 V778 V779
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.3917 6.9073 2.6453 12.7361 2.1382 5.8683 12.9498
## 3 13.3013 3.9035 0.0000 16.2770 4.3134 5.8152 0.9195
## 4 225.8614 119.5676 66.9758 146.7641 102.7097 149.2193 170.3300
## 5 1362.3677 1081.0811 1117.6596 1839.2630 1447.0046 1559.7451 1318.6079
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V780 V781 V782 V783 V784 V785 V786 V787
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.1271 4.2174 21.0704 1.0507 22.7136 15.2088 10.6815 21.8703
## 3 3.8583 2.3166 8.2551 2.8313 38.9111 9.2973 3.7739 1.8040
## 4 90.5379 131.1167 96.2757 75.0000 340.1155 116.0290 108.6887 129.3797
## 5 932.4134 1384.9124 1306.4516 913.8199 1791.3165 1578.3946 1681.4662 1110.7955
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V788 V789 V790 V791 V792 V793 V794 V795
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.5037 17.5108 0.4722 12.9836 5.5581 16.0899 22.4588 14.0900
## 3 1.5645 9.9414 2.2004 4.2722 4.0882 10.5278 5.9928 5.5609
## 4 100.1992 69.3584 46.7659 143.2535 83.6013 84.6260 97.1818 77.9293
## 5 2129.9387 1171.1906 688.1929 1269.4127 1567.2944 946.3056 1126.9841 1216.0141
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V796 V797 V798 V799 V800 V801 V802 V803
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.9102 13.8511 5.5386 81.1274 8.9689 23.6122 13.7520 0.5165
## 3 20.0885 8.5084 2.1032 31.1077 7.2148 14.1175 11.0480 1.9140
## 4 76.3491 143.6305 100.6392 168.7930 208.3268 159.7933 58.4213 87.0120
## 5 1301.3414 949.1027 1594.8102 617.6751 1222.3962 935.0394 619.4667 805.1041
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V804 V805 V806 V807 V808 V809 V810 V811
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.1276 5.1686 26.1231 8.3563 16.3776 3.5364 3.0863 4.5660
## 3 10.8724 12.2929 7.8267 5.1390 9.5251 5.3131 7.8035 1.1084
## 4 142.9966 79.5067 91.1789 100.8124 52.1978 133.7304 99.3227 124.1100
## 5 1268.6207 907.9996 1240.8098 1430.4993 683.2810 798.5024 1324.5684 1307.3762
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V812 V813 V814 V815 V816 V817 V818 V819
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.0500 10.0783 17.9756 15.5437 10.5468 18.1446 12.0849 16.7251
## 3 9.0920 7.3656 8.1878 2.5336 6.9833 8.9410 5.8785 6.2304
## 4 79.9031 59.0352 66.1463 88.9318 95.7980 57.8386 67.6231 92.1639
## 5 784.5036 813.4567 1708.3324 848.5346 819.9895 1056.8797 917.4796 1022.7684
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V820 V821 V822 V823 V824 V825 V826 V827
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.5271 3.7059 2.5364 16.3120 10.6340 11.5777 12.8451 8.2573
## 3 3.6278 0.8447 1.5218 5.9375 5.6790 6.1688 20.6868 5.5605
## 4 58.0903 73.1172 131.4443 61.7735 106.4628 28.9345 149.6728 110.5229
## 5 1147.2567 1189.7042 1194.2894 597.3744 710.8902 908.9305 1390.1022 1069.6843
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V828 V829 V830 V831 V832 V833 V834
## 1 0.0000 0.0000 0.0000 0.4803 0.0000 0.0000 0.0000
## 2 15.7502 19.2556 18.0115 13.7752 0.0000 9.5295 7.1571
## 3 4.5395 12.3613 14.6330 6.8780 1.6155 5.9559 4.7142
## 4 142.5680 98.6540 57.7496 65.1585 85.4572 52.0578 77.8819
## 5 1291.6947 1784.6673 1219.7634 1108.0692 1334.0872 1513.6986 721.6495
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V835 V836 V837 V838 V839 V840 V841 V842
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.4079 0.3801 1.7202 2.7532 18.3483 9.4483 6.5935 4.3578
## 3 2.7010 1.6608 1.2929 1.7029 8.9693 10.4300 5.2949 4.9424
## 4 61.4116 65.4358 101.9023 107.8985 98.0372 38.0974 100.3749 50.7795
## 5 1079.9607 1031.1961 976.5117 1003.8991 1036.5499 666.5314 647.9195 533.6581
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V843 V844 V845 V846 V847 V848 V849 V850
## 1 0.0000 0.3599 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.5110 17.0874 14.4577 6.3713 37.2521 1.8589 2.4815 3.5826
## 3 7.7271 8.4214 13.3902 2.6874 11.6245 0.0000 5.4299 5.0603
## 4 252.4412 128.8442 78.9795 112.0017 177.0226 169.0249 116.1920 116.6376
## 5 892.9704 576.5703 642.8207 1190.3126 1479.8724 2252.9626 996.8354 1038.2658
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V851 V852 V853 V854 V855 V856 V857 V858
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.3796 11.9782 20.3859 15.1835 4.8295 4.4565 5.4864 1.6325
## 3 14.9496 3.7727 10.0103 9.9504 4.9154 6.8779 7.1537 5.9683
## 4 133.5442 89.5156 154.2985 129.8922 77.7472 86.9809 74.5497 69.3655
## 5 1130.8766 876.8048 931.7592 1337.6546 880.1949 933.0242 669.3251 1046.9266
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V859 V860 V861 V862 V863 V864 V865 V866
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.3052 0.0000 0.0000
## 2 3.9305 15.5658 3.1625 2.8019 1.1329 6.8534 20.9807 13.1628
## 3 2.5175 6.8256 4.8438 2.4909 3.9164 4.6649 12.0512 8.8508
## 4 128.2002 96.6979 105.3414 206.8978 143.1448 56.5431 69.6594 98.0770
## 5 860.1065 433.7380 954.3495 1067.8170 2141.8540 886.9052 1423.3507 913.2405
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V867 V868 V869 V870 V871 V872 V873 V874
## 1 0.3561 0.0000 0.0000 0.0000 0.0000 0.0000 0.4019 0.0000
## 2 32.1356 5.0015 9.9967 21.4108 9.4150 8.7528 11.5839 3.1051
## 3 17.8516 4.6167 4.0052 6.2090 8.1342 5.1510 6.9346 6.7525
## 4 98.0296 55.8933 79.1859 77.3138 80.4495 55.6882 63.6998 81.5197
## 5 830.9510 402.5066 708.8896 766.5854 625.3079 1060.9948 598.1087 1608.4337
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V875 V876 V877 V878 V879 V880 V881 V882
## 1 0.0000 0.0000 0.2528 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.4319 18.0810 7.1755 6.8287 6.2877 13.6068 3.2328 8.3487
## 3 7.8037 5.8284 5.3399 7.4473 12.7163 12.0568 10.9291 15.0627
## 4 91.7239 75.9753 102.4564 93.8001 71.0813 142.1917 61.4723 49.4398
## 5 717.3546 715.8138 839.0184 553.7050 736.2385 598.9883 674.3987 676.8395
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V883 V884 V885 V886 V887 V888 V889 V890
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 6.0450 20.0769 1.8761 2.3802 0.0000 4.6282 14.7516 3.5590
## 3 6.2702 16.7821 4.6432 2.9091 3.4603 8.3048 11.7579 3.5533
## 4 119.9120 93.6795 118.2506 167.1405 103.8078 86.6328 83.9898 75.6102
## 5 709.3596 942.9487 1050.7063 1438.6777 787.6417 1072.8253 932.6813 900.1422
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V891 V892 V893 V894 V895 V896 V897
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 14.1056 14.7792 8.4679 18.0076 10.7014 11.5539 13.2127
## 3 6.8268 9.0229 7.1528 4.3288 7.7355 2.4630 6.0372
## 4 93.2969 80.8487 99.8965 162.7919 97.7675 182.4750 101.8918
## 5 5009.5147 1029.7526 781.4004 1474.6466 2353.5070 1208.2499 1450.7136
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V898 V899 V900 V901 V902 V903 V904 V905
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.0710 14.5892 9.1943 4.9427 7.5715 6.7801 12.0202 6.1461
## 3 18.1497 5.9109 4.6870 17.8076 8.9098 8.5529 14.4417 3.9121
## 4 208.8960 127.8832 120.9989 134.1924 93.4520 85.2899 142.6749 140.7147
## 5 1913.5618 1011.6478 635.5471 698.4028 1022.1673 1962.6258 997.8156 1195.3415
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V906 V907 V908 V909 V910 V911 V912 V913
## 1 0.0000 0.0000 0.4274 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.0493 2.4282 15.0035 6.2314 1.7686 7.9324 19.2157 9.9426
## 3 1.5067 0.0000 6.3679 1.9439 6.0178 4.4930 5.0508 2.9792
## 4 116.7848 87.6811 55.8029 82.6116 98.9433 128.1958 66.1995 63.5678
## 5 1450.6726 1054.2291 880.9736 654.4794 902.6696 1071.0736 930.8730 900.9332
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V914 V915 V916 V917 V918 V919 V920 V921
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000
## 2 11.3696 53.9971 10.9617 5.7321 11.9235 16.000 8.2907 6.4896
## 3 9.2683 40.2536 6.5399 10.0890 8.5515 12.800 13.0753 2.1733
## 4 96.1976 67.6206 93.7227 82.0385 110.8406 82.624 88.1191 89.7062
## 5 482.1764 1059.7207 771.1403 802.9208 1027.5934 746.000 684.4133 951.0358
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000
## V922 V923 V924 V925 V926 V927 V928 V929
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.4815
## 2 6.9534 17.2557 6.5615 7.3280 2.5176 15.4051 9.9046 0.4237
## 3 1.6498 5.1378 6.9631 5.9517 6.5309 8.6157 5.9965 2.9466
## 4 124.3826 89.9123 83.6066 106.4588 97.5649 104.3632 69.5512 79.7882
## 5 894.7368 967.5716 781.5574 1106.6398 586.0279 547.5324 841.6961 843.0429
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V930 V931 V932 V933 V934 V935 V936 V937
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.3991 6.6022 2.7115 2.9429 13.1333 15.4363 3.6433 7.5335
## 3 0.6635 1.0525 2.0735 6.2536 12.4443 10.1123 2.6524 4.7314
## 4 78.0802 150.9559 102.3558 89.5413 116.9843 63.4182 77.0947 61.3951
## 5 874.0317 1037.2213 780.2855 629.0378 887.5825 1312.0429 618.0718 1048.8826
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V938 V939 V940 V941 V942 V943 V944 V945
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 18.8152 10.3270 6.7667 13.5425 11.0891 3.0560 2.2834 9.4801
## 3 9.6535 3.4758 7.4869 4.0958 6.8000 5.4035 1.5578 13.2776
## 4 65.6650 84.6522 171.2228 129.6639 126.7263 111.5591 95.6039 138.3311
## 5 1514.3063 732.4916 1579.8950 847.1964 877.4071 1259.1369 1267.1788 1974.3418
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V946 V947 V948 V949 V950 V951 V952 V953
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.8406 6.2212 4.5596 13.0900 0.0000 7.4987 8.3719 7.1791
## 3 1.7264 7.3031 2.7378 7.8381 3.8222 6.7795 7.8685 4.9610
## 4 74.1145 66.2609 146.7464 43.2364 79.8414 102.3903 112.7081 83.6289
## 5 647.7617 1034.2084 1138.9029 949.7353 1114.8071 709.1486 808.3638 1432.2041
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V954 V955 V956 V957 V958 V959 V960 V961
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 9.3848 1.0469 3.3611 14.5225 3.2589 7.5862 7.1202 15.7974
## 3 0.0000 0.8799 1.6389 21.7035 6.8229 8.7282 1.1017 8.1995
## 4 122.8206 82.3828 68.7056 93.9447 65.8529 55.2467 98.0678 141.1484
## 5 1324.2961 825.3051 1123.8889 918.0328 810.8992 637.0053 994.8613 852.0452
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V962 V963 V964 V965 V966 V967 V968 V969
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 8.6889 9.3461 8.6954 7.8496 7.8594 4.6948 4.5513 3.4254
## 3 8.8192 6.1822 6.5537 5.6238 9.0521 6.7759 3.9852 2.0790
## 4 74.1857 255.9990 100.2813 104.5109 86.5510 75.8705 74.7838 132.9101
## 5 684.4463 955.9626 1153.5073 1106.1708 1003.5603 553.8714 1386.0496 1244.8409
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V970 V971 V972 V973 V974 V975 V976 V977
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.9208 18.4332 4.0594 25.7272 6.3797 5.0094 1.4972 10.7307
## 3 11.1210 10.7954 12.1474 10.0300 5.9454 4.2033 1.4675 8.7888
## 4 505.2826 94.3747 126.3207 213.9814 70.3413 77.0577 121.4576 136.1011
## 5 941.0319 583.6128 1411.5377 2202.2236 2056.5372 1241.3992 940.9314 1211.7117
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V978 V979 V980 V981 V982 V983 V984 V985
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.0713 0.0000 16.3021 0.0857 0.4548 0.0000 2.6110 0.0000
## 3 0.5271 5.6013 6.1570 3.5212 2.2204 2.9989 1.5927 8.4175
## 4 195.4343 152.9809 80.6570 93.9405 134.1091 42.1892 297.0092 216.1223
## 5 1621.0097 1007.5267 601.5824 651.4878 1061.5302 1609.3965 1824.8674 1481.4815
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V986 V987 V988 V989 V990 V991 V992 V993
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.3190 12.9604 10.9202 16.6243 6.8786 13.4926 15.3551 11.0135
## 3 9.1384 8.6066 3.1849 16.9392 6.1977 8.0417 11.2637 1.5388
## 4 78.9413 79.2384 63.2982 89.3146 78.6134 80.0876 70.1456 67.3594
## 5 1686.9844 1498.9048 860.1307 616.9154 926.1983 574.0252 875.9574 612.2734
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V994 V995 V996 V997 V998 V999 V1000 V1001
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.9264 32.0667 11.6943 16.7637 6.9665 8.9147 4.0041 2.7777
## 3 7.5249 13.9643 7.8840 4.6058 4.9257 6.2369 3.5687 0.6097
## 4 105.0974 80.4180 69.0248 151.6459 93.1275 67.4861 129.3915 97.2054
## 5 761.9952 1129.1686 644.2018 898.4268 668.2651 824.0569 2080.6390 847.3469
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1002 V1003 V1004 V1005 V1006 V1007 V1008 V1009
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 5.1048 4.9633 10.5875 9.1547 8.5901 6.4714 6.2982
## 3 3.9980 7.4436 3.2936 7.3679 10.5233 2.3721 11.8649 7.7789
## 4 88.3304 90.2390 88.3624 98.6558 97.7191 98.6449 100.8050 95.1460
## 5 897.0470 848.4848 677.9817 1030.2704 742.8444 978.6845 1022.3614 1405.6309
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1010 V1011 V1012 V1013 V1014 V1015 V1016 V1017
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.7135 7.3851 10.5106 13.2816 13.0868 11.8934 2.5504 5.3762
## 3 0.7170 4.6399 4.6688 10.0150 13.5399 11.0668 10.9498 6.7597
## 4 104.6854 73.3234 111.9273 103.6373 60.1803 96.9086 69.5225 113.4628
## 5 1049.6798 913.0224 1006.4397 755.2605 769.3928 1007.2981 1127.4512 695.3883
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1018 V1019 V1020 V1021 V1022 V1023 V1024 V1025
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 11.1576 14.1620 7.8301 6.2799 1.2549 24.6974 11.6910 14.6549
## 3 6.0837 21.1488 3.4138 5.1665 1.1920 10.2728 2.9189 4.6414
## 4 101.9458 57.7919 101.8006 141.4698 129.4521 83.1250 114.6254 76.4469
## 5 1137.2273 921.8456 679.9407 1793.1842 906.7552 1004.9603 763.7551 871.1649
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1026 V1027 V1028 V1029 V1030 V1031 V1032 V1033
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 10.0554 2.3355 13.4891 2.5185 2.5335 0.0000 1.5032 15.6181
## 3 8.9061 2.0787 4.2597 3.0268 3.7479 5.7093 4.2933 5.6004
## 4 97.6079 93.3628 107.2538 103.1932 95.9003 184.2677 84.4595 88.2366
## 5 1018.0863 613.1621 767.2931 884.4732 760.0503 1633.4946 765.5299 1203.9865
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1034 V1035 V1036 V1037 V1038 V1039 V1040
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.2598 6.1041 12.8272 17.3859 5.2124 2.7500 3.1941
## 3 12.6338 1.4241 6.4770 10.3766 2.4572 3.6379 2.9930
## 4 73.6296 113.3187 116.1305 136.1160 137.1121 161.4734 214.2356
## 5 809.6010 1154.9561 1102.9316 1012.3694 1683.4808 1077.6394 1370.4563
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1041 V1042 V1043 V1044 V1045 V1046 V1047 V1048
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 18.4343 2.5594 17.4679 9.1604 5.5681 5.6087 16.0926
## 3 7.8622 15.1504 0.7187 6.1027 6.1941 5.7234 5.0389 9.8058
## 4 118.3677 171.7235 86.6671 124.5274 87.4093 64.7354 125.3935 170.5050
## 5 1080.4942 1708.4661 1255.5002 1295.6826 1867.0369 860.2682 1645.1893 719.0029
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1049 V1050 V1051 V1052 V1053 V1054 V1055 V1056
## 1 0.0000 0.0000 0.4829 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.5621 7.4565 0.6809 10.8893 9.1431 7.7236 0.0000 3.8778
## 3 3.4048 6.0408 3.6653 13.9297 9.2705 6.1361 2.7362 8.5910
## 4 94.8375 73.0084 70.4382 80.6722 104.5113 73.7211 102.9870 135.4084
## 5 978.7038 799.3401 1187.0095 854.1882 354.8159 1161.6968 591.4118 1052.3691
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1057 V1058 V1059 V1060 V1061 V1062 V1063 V1064
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.0039 1.0675 0.0000 0.0000 11.3824 15.1744 4.7404 2.6610
## 3 3.3725 10.8491 0.0000 2.1019 15.7494 29.2482 8.4385 11.1426
## 4 91.1795 110.8193 57.7192 98.8544 209.0568 75.3572 73.3147 64.7814
## 5 1603.6442 989.0765 1417.6540 950.0788 2133.7209 907.7150 887.3802 1730.0613
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1065 V1066 V1067 V1068 V1069 V1070 V1071 V1072
## 1 0.0000 0.0000 0.0000 0.0000 0.3337 0.0000 0.0000 0.0000
## 2 6.6466 8.9102 2.3873 3.3693 13.2724 14.3921 14.2682 15.1737
## 3 4.2853 14.8943 7.7713 2.1892 1.8062 6.6989 12.1544 20.0895
## 4 51.3802 92.2149 114.6592 107.0358 121.5528 57.6210 114.9179 99.6658
## 5 1235.5835 698.3871 1135.7848 1211.7584 1129.2910 651.8109 1065.5973 786.0526
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1073 V1074 V1075 V1076 V1077 V1078 V1079 V1080
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.7712 6.5032 7.0834 7.8757 7.0491 3.0830 53.7355 2.3428
## 3 11.7661 2.9905 9.2334 2.7671 17.7571 4.8487 36.5237 1.7140
## 4 116.1527 85.0844 113.0654 46.2537 81.4884 119.5000 66.8320 75.4919
## 5 1853.0465 1402.9536 716.9766 796.0834 1218.6047 1093.8874 679.6247 835.6998
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1081 V1082 V1083 V1084 V1085 V1086 V1087 V1088
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.8428 1.0744 9.4223 6.4453 7.6118 5.9391 2.2296 0.0000
## 3 1.0758 2.7221 6.5671 2.0214 3.9776 2.6631 13.4331 6.7771
## 4 117.8818 130.9719 107.6882 114.7083 73.9611 126.6703 71.7909 109.9378
## 5 1445.3735 1260.8200 612.5440 1112.3164 514.0728 1707.5269 708.0502 1960.8476
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1089 V1090 V1091 V1092 V1093 V1094 V1095 V1096
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.7521 11.3901 6.4150 4.8111 5.2652 4.5029 7.7415 4.2825
## 3 5.3034 7.1771 5.6648 9.2227 5.7845 3.7824 5.7558 8.3241
## 4 256.2512 91.9145 79.1862 64.8615 111.4144 159.4633 159.4631 96.7742
## 5 1230.7150 776.1097 877.0563 1155.4516 1099.4475 1537.8242 1365.6269 1196.5146
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1097 V1098 V1099 V1100 V1101 V1102 V1103 V1104
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.6366 4.3059 5.2829 7.8621 7.8383 9.3930 5.5296 12.0338
## 3 6.6045 4.9981 2.0623 27.6728 3.3358 11.3456 10.9140 15.2805
## 4 78.6506 116.8366 162.7177 110.0897 190.9293 188.8682 67.1396 285.4349
## 5 1163.1912 1036.4719 920.6865 755.9254 1503.2454 1117.6518 752.5813 1286.5679
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1105 V1106 V1107 V1108 V1109 V1110 V1111 V1112
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 3.4649 8.0479 10.4326 6.8563 14.8728 9.9332 17.2950 9.7252
## 3 4.6805 13.7825 10.0974 11.2410 6.8809 5.0207 23.1124 4.0130
## 4 211.8421 170.5626 93.3403 70.5843 72.7778 120.9068 166.0144 69.9783
## 5 1575.8145 796.8094 907.0912 1698.0352 664.3240 665.9243 1334.7804 1295.7339
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1113 V1114 V1115 V1116 V1117 V1118 V1119
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 10.2280 9.9627 2.7465 0.0000 1.6215 17.0874 4.4066
## 3 10.4017 4.9515 1.6304 2.4597 8.4187 8.4668 5.8782
## 4 79.8806 116.7785 50.5485 76.9942 103.6998 131.4029 89.2642
## 5 1173.7242 2941.0887 1084.9405 1495.0191 1650.1004 1381.4863 620.2532
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1120 V1121 V1122 V1123 V1124 V1125 V1126 V1127
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 7.3568 6.7808 9.7783 3.0737 0.6594 0.9424 14.3605 3.1231
## 3 3.1257 2.1723 3.3833 8.1103 3.2776 6.8182 7.4766 2.0821
## 4 79.0899 90.5908 50.6453 91.8704 174.8622 79.6378 116.2669 144.9050
## 5 1081.5962 1041.3820 767.6347 947.9368 882.8740 976.3489 1887.6950 991.4115
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1128 V1129 V1130 V1131 V1132 V1133 V1134 V1135
## 1 0.0000 0.3549 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.9110 4.9539 2.3791 3.3452 1.1723 8.3488 9.4919 8.8401
## 3 5.0502 6.7566 2.0267 8.1490 1.9539 9.3639 8.9433 14.2147
## 4 301.7307 175.5820 148.0796 163.9635 158.0070 115.0915 133.0261 198.5050
## 5 1023.1914 742.7253 634.4381 1322.2354 1037.1239 626.0751 627.2482 1340.0576
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1136 V1137 V1138 V1139 V1140 V1141 V1142 V1143
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.3334 0.0000
## 2 4.8808 4.0187 12.4086 11.7858 7.9335 2.9369 11.8210 7.6454
## 3 18.0365 4.9700 10.0633 14.8253 13.9781 4.4053 13.1811 13.1371
## 4 274.7321 65.0824 55.3544 89.9263 136.1088 81.3216 136.0213 214.6517
## 5 1034.6857 1068.5393 746.0674 497.5954 619.5693 932.9418 562.7136 517.0432
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1144 V1145 V1146 V1147 V1148 V1149 V1150 V1151
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.0390 1.0848 0.0000 0.5095 1.2173 1.2667 4.5479 2.0161
## 3 3.7532 4.4912 4.8019 0.0000 2.9624 3.6899 6.3020 0.0000
## 4 112.6416 122.4585 120.4584 101.2865 100.3083 278.5626 206.4376 46.5054
## 5 751.6883 1083.2594 1769.7261 924.2135 1021.4211 1643.3980 1236.4376 895.1613
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1152 V1153 V1154 V1155 V1156 V1157 V1158
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 2.8356 0.0000 12.7565 0.0000 1.3888 0.0000 4.2985
## 3 2.8168 16.8146 8.3286 8.7236 3.4558 4.8780 12.6507
## 4 83.3396 57.4124 78.4259 172.4839 118.3205 122.5923 111.4266
## 5 2064.5313 1333.3333 444.6060 1504.5914 1019.3783 1456.4460 1512.2411
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1159 V1160 V1161 V1162 V1163 V1164 V1165 V1166
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 0.0000 0.0000 17.7894 6.1502 1.2666 2.6909 7.6407 6.6832
## 3 4.1973 10.6157 14.1288 7.9343 5.9604 5.5100 14.3400 14.4086
## 4 105.3987 69.0018 117.0300 150.6834 114.7737 80.3537 178.6119 145.0083
## 5 1014.6905 1396.2117 1326.1002 948.8785 726.1316 1083.5469 1476.0483 654.2597
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1167 V1168 V1169 V1170 V1171 V1172 V1173 V1174
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 4.6430 3.6026 18.5194 6.9061 5.5078 0.0000 8.9719 11.2026
## 3 7.4005 6.7646 14.0220 6.1527 9.4006 4.0775 27.8568 4.0046
## 4 138.4871 115.3866 129.0433 114.3194 140.5694 171.6565 201.2174 211.5625
## 5 813.9704 966.3067 712.9902 876.9463 758.2565 1264.5260 1373.9130 2671.9047
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1175 V1176 V1177 V1178 V1179 V1180 V1181 V1182
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 1.0842 0.8263 2.6183 8.8737 0.0000 0.0000 1.1144 0.7194
## 3 2.2519 1.2603 5.0428 4.3892 6.1736 2.5548 7.5978 1.4388
## 4 115.3378 158.3599 124.6327 106.3475 55.7521 44.3768 79.9746 90.1151
## 5 1035.0292 716.5363 1150.5183 946.2232 1456.0133 923.1326 1364.9151 1276.2590
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1183 V1184 V1185 V1186 V1187 V1188 V1189 V1190
## 1 0.0000 2.0203 0.0000 0.0000 0.0000 0.0000 0.0000 0.4618
## 2 32.8778 8.0309 1.3386 22.7549 8.2756 3.7773 1.9987 20.0732
## 3 30.2518 11.1624 10.5263 29.2370 8.0352 11.1332 5.1077 33.8820
## 4 138.3915 106.5530 69.6501 108.2984 99.8262 106.0139 111.4812 72.5789
## 5 1326.0578 667.7240 923.0301 669.1425 1161.0688 1224.1551 660.0044 964.3347
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1191 V1192 V1193 V1194 V1195 V1196 V1197 V1198
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.4254
## 2 8.0917 0.0000 8.1947 13.6794 15.4456 5.1744 21.1100 11.0634
## 3 3.9257 4.9261 9.7406 16.5440 11.6848 3.0139 34.7311 10.6295
## 4 87.2149 134.6360 145.9720 151.7214 138.8580 113.4210 140.1610 125.2999
## 5 489.1510 1008.2102 968.0794 982.9172 696.6598 1157.7041 620.7605 1098.6814
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1199 V1200 V1201 V1202 V1203 V1204 V1205 V1206
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 17.6410 3.7825 11.6929 5.9842 4.2633 0.3992 4.3126 0.0000
## 3 29.0049 10.4263 23.2449 3.7363 9.1814 14.3720 10.8828 3.0792
## 4 76.7614 138.8984 94.8112 120.6865 61.8801 135.6241 136.1288 29.9974
## 5 752.1102 836.8498 591.1258 896.1118 1144.9637 1570.1445 2886.3965 1721.8816
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## V1207 V1208 V1209 V1210 V1211 V1212 V1213
## 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
## 2 5.5624 0.0000 0.0000 14.3858 22.3240 2.2638 6.8865
## 3 14.3711 6.3091 3.2580 21.4409 27.2744 7.2933 24.7795
## 4 128.3151 53.6278 42.2643 137.7756 64.1427 85.0461 167.5511
## 5 697.6744 1245.2681 1877.4180 652.7559 722.7208 1140.2801 1003.5668
## 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000patient_samples <- mrnaIDs #pass mrnaIDs to patient_samples
#patient_samples The target is to identify whether the patient samples as represented with TCGA-3C-AAAU-01A-11R-A41B-07 etc are either tumor or normal samples. This will be done using the library psichomics. The structure of the ddata is such that the columns are labelled V2….etc which matches the patient ids TCGA-3C-AAAU-01A-11R-A41B-07. Thus, the plan is to preprocess the patient_samples data such that it has “variables” similiar to the ddata for easy subsetting or joining.
#colnames(mrnaIDs)
trans_id <- as.data.frame(t(as.matrix(patient_samples ))) #transpose patient_samples
head(trans_id, 5)## V1
## V2 TCGA-3C-AAAU-01A-11R-A41B-07
## V3 TCGA-3C-AALI-01A-11R-A41B-07
## V4 TCGA-3C-AALJ-01A-31R-A41B-07
## V5 TCGA-3C-AALK-01A-11R-A41B-07
## V6 TCGA-4H-AAAK-01A-12R-A41B-07library(dplyr)
library(tidyverse)## -- Attaching packages --------------------------------------- tidyverse 1.3.1 --## v tibble 3.1.6 v stringr 1.4.0.9000
## v tidyr 1.2.0 v forcats 0.5.1
## v purrr 0.3.4## Warning: package 'tibble' was built under R version 4.1.2## Warning: package 'tidyr' was built under R version 4.1.2## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter() masks mice::filter(), stats::filter()
## x dplyr::lag() masks stats::lag()
## x dplyr::src() masks Hmisc::src()
## x dplyr::summarize() masks Hmisc::summarize()newdata <- trans_id %>% rownames_to_column(var = "C1") #label the rownames as C1
head(newdata, 3)## C1 V1
## 1 V2 TCGA-3C-AAAU-01A-11R-A41B-07
## 2 V3 TCGA-3C-AALI-01A-11R-A41B-07
## 3 V4 TCGA-3C-AALJ-01A-31R-A41B-07#Use psichomics to label the patient samples
library(psichomics)## Warning: package 'psichomics' was built under R version 4.1.2## Loading required package: shiny## Loading required package: shinyBS## Warning: package 'shinyBS' was built under R version 4.1.2## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo## Setting options('download.file.method.GEOquery'='auto')## Setting options('GEOquery.inmemory.gpl'=FALSE)##
## psichomics 1.20.1: start the visual interface by running psichomics()
## Full documentation and tutorials at https://nuno-agostinho.github.io/psichomicsxp <- list(patient_samples)
mn <- unlist(xp, use.names = FALSE)
df1 <- parseTCGAsampleInfo(mn)
df1## Sample types Patient ID
## TCGA-3C-AAAU-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AAAU
## TCGA-3C-AALI-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AALI
## TCGA-3C-AALJ-01A-31R-A41B-07 Primary solid Tumor TCGA-3C-AALJ
## TCGA-3C-AALK-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AALK
## TCGA-4H-AAAK-01A-12R-A41B-07 Primary solid Tumor TCGA-4H-AAAK
## TCGA-5L-AAT0-01A-12R-A41B-07 Primary solid Tumor TCGA-5L-AAT0
## TCGA-5L-AAT1-01A-12R-A41B-07 Primary solid Tumor TCGA-5L-AAT1
## TCGA-5T-A9QA-01A-11R-A41B-07 Primary solid Tumor TCGA-5T-A9QA
## TCGA-A1-A0SB-01A-11R-A144-07 Primary solid Tumor TCGA-A1-A0SB
## TCGA-A1-A0SD-01A-11R-A115-07 Primary solid Tumor TCGA-A1-A0SD
## TCGA-A1-A0SE-01A-11R-A084-07 Primary solid Tumor TCGA-A1-A0SE
## TCGA-A1-A0SF-01A-11R-A144-07 Primary solid Tumor TCGA-A1-A0SF
## TCGA-A1-A0SG-01A-11R-A144-07 Primary solid Tumor TCGA-A1-A0SG
## TCGA-A1-A0SH-01A-11R-A084-07 Primary solid Tumor TCGA-A1-A0SH
## TCGA-A1-A0SI-01A-11R-A144-07 Primary solid Tumor TCGA-A1-A0SI
## TCGA-A1-A0SJ-01A-11R-A084-07 Primary solid Tumor TCGA-A1-A0SJ
## TCGA-A1-A0SK-01A-12R-A084-07 Primary solid Tumor TCGA-A1-A0SK
## TCGA-A1-A0SM-01A-11R-A084-07 Primary solid Tumor TCGA-A1-A0SM
## TCGA-A1-A0SN-01A-11R-A144-07 Primary solid Tumor TCGA-A1-A0SN
## TCGA-A1-A0SO-01A-22R-A084-07 Primary solid Tumor TCGA-A1-A0SO
## TCGA-A1-A0SP-01A-11R-A084-07 Primary solid Tumor TCGA-A1-A0SP
## TCGA-A1-A0SQ-01A-21R-A144-07 Primary solid Tumor TCGA-A1-A0SQ
## TCGA-A2-A04N-01A-11R-A115-07 Primary solid Tumor TCGA-A2-A04N
## TCGA-A2-A04P-01A-31R-A034-07 Primary solid Tumor TCGA-A2-A04P
## TCGA-A2-A04Q-01A-21R-A034-07 Primary solid Tumor TCGA-A2-A04Q
## TCGA-A2-A04R-01A-41R-A109-07 Primary solid Tumor TCGA-A2-A04R
## TCGA-A2-A04T-01A-21R-A034-07 Primary solid Tumor TCGA-A2-A04T
## TCGA-A2-A04U-01A-11R-A115-07 Primary solid Tumor TCGA-A2-A04U
## TCGA-A2-A04V-01A-21R-A034-07 Primary solid Tumor TCGA-A2-A04V
## TCGA-A2-A04W-01A-31R-A115-07 Primary solid Tumor TCGA-A2-A04W
## TCGA-A2-A04X-01A-21R-A034-07 Primary solid Tumor TCGA-A2-A04X
## TCGA-A2-A04Y-01A-21R-A034-07 Primary solid Tumor TCGA-A2-A04Y
## TCGA-A2-A0CK-01A-11R-A22K-07 Primary solid Tumor TCGA-A2-A0CK
## TCGA-A2-A0CL-01A-11R-A115-07 Primary solid Tumor TCGA-A2-A0CL
## TCGA-A2-A0CM-01A-31R-A034-07 Primary solid Tumor TCGA-A2-A0CM
## TCGA-A2-A0CO-01A-13R-A22K-07 Primary solid Tumor TCGA-A2-A0CO
## TCGA-A2-A0CP-01A-11R-A034-07 Primary solid Tumor TCGA-A2-A0CP
## TCGA-A2-A0CQ-01A-21R-A034-07 Primary solid Tumor TCGA-A2-A0CQ
## TCGA-A2-A0CR-01A-11R-A22K-07 Primary solid Tumor TCGA-A2-A0CR
## TCGA-A2-A0CS-01A-11R-A115-07 Primary solid Tumor TCGA-A2-A0CS
## TCGA-A2-A0CT-01A-31R-A056-07 Primary solid Tumor TCGA-A2-A0CT
## TCGA-A2-A0CU-01A-12R-A034-07 Primary solid Tumor TCGA-A2-A0CU
## TCGA-A2-A0CV-01A-31R-A115-07 Primary solid Tumor TCGA-A2-A0CV
## TCGA-A2-A0CW-01A-21R-A115-07 Primary solid Tumor TCGA-A2-A0CW
## TCGA-A2-A0CX-01A-21R-A00Z-07 Primary solid Tumor TCGA-A2-A0CX
## TCGA-A2-A0CY-01A-12R-A034-07 Primary solid Tumor TCGA-A2-A0CY
## TCGA-A2-A0CZ-01A-11R-A034-07 Primary solid Tumor TCGA-A2-A0CZ
## TCGA-A2-A0D0-01A-11R-A00Z-07 Primary solid Tumor TCGA-A2-A0D0
## TCGA-A2-A0D1-01A-11R-A034-07 Primary solid Tumor TCGA-A2-A0D1
## TCGA-A2-A0D2-01A-21R-A034-07 Primary solid Tumor TCGA-A2-A0D2
## TCGA-A2-A0D3-01A-11R-A115-07 Primary solid Tumor TCGA-A2-A0D3
## TCGA-A2-A0D4-01A-11R-A00Z-07 Primary solid Tumor TCGA-A2-A0D4
## TCGA-A2-A0EM-01A-11R-A034-07 Primary solid Tumor TCGA-A2-A0EM
## TCGA-A2-A0EN-01A-13R-A084-07 Primary solid Tumor TCGA-A2-A0EN
## TCGA-A2-A0EO-01A-11R-A034-07 Primary solid Tumor TCGA-A2-A0EO
## TCGA-A2-A0EP-01A-52R-A22U-07 Primary solid Tumor TCGA-A2-A0EP
## TCGA-A2-A0EQ-01A-11R-A034-07 Primary solid Tumor TCGA-A2-A0EQ
## TCGA-A2-A0ER-01A-21R-A034-07 Primary solid Tumor TCGA-A2-A0ER
## TCGA-A2-A0ES-01A-11R-A115-07 Primary solid Tumor TCGA-A2-A0ES
## TCGA-A2-A0ET-01A-31R-A034-07 Primary solid Tumor TCGA-A2-A0ET
## TCGA-A2-A0EU-01A-22R-A056-07 Primary solid Tumor TCGA-A2-A0EU
## TCGA-A2-A0EV-01A-11R-A034-07 Primary solid Tumor TCGA-A2-A0EV
## TCGA-A2-A0EW-01A-21R-A115-07 Primary solid Tumor TCGA-A2-A0EW
## TCGA-A2-A0EX-01A-21R-A034-07 Primary solid Tumor TCGA-A2-A0EX
## TCGA-A2-A0EY-01A-11R-A034-07 Primary solid Tumor TCGA-A2-A0EY
## TCGA-A2-A0ST-01A-12R-A084-07 Primary solid Tumor TCGA-A2-A0ST
## TCGA-A2-A0SU-01A-11R-A084-07 Primary solid Tumor TCGA-A2-A0SU
## TCGA-A2-A0SV-01A-11R-A084-07 Primary solid Tumor TCGA-A2-A0SV
## TCGA-A2-A0SW-01A-11R-A084-07 Primary solid Tumor TCGA-A2-A0SW
## TCGA-A2-A0SX-01A-12R-A084-07 Primary solid Tumor TCGA-A2-A0SX
## TCGA-A2-A0SY-01A-31R-A084-07 Primary solid Tumor TCGA-A2-A0SY
## TCGA-A2-A0T0-01A-22R-A084-07 Primary solid Tumor TCGA-A2-A0T0
## TCGA-A2-A0T1-01A-21R-A084-07 Primary solid Tumor TCGA-A2-A0T1
## TCGA-A2-A0T2-01A-11R-A084-07 Primary solid Tumor TCGA-A2-A0T2
## TCGA-A2-A0T3-01A-21R-A115-07 Primary solid Tumor TCGA-A2-A0T3
## TCGA-A2-A0T4-01A-31R-A084-07 Primary solid Tumor TCGA-A2-A0T4
## TCGA-A2-A0T5-01A-21R-A084-07 Primary solid Tumor TCGA-A2-A0T5
## TCGA-A2-A0T6-01A-11R-A084-07 Primary solid Tumor TCGA-A2-A0T6
## TCGA-A2-A0T7-01A-21R-A084-07 Primary solid Tumor TCGA-A2-A0T7
## TCGA-A2-A0YC-01A-11R-A109-07 Primary solid Tumor TCGA-A2-A0YC
## TCGA-A2-A0YD-01A-11R-A109-07 Primary solid Tumor TCGA-A2-A0YD
## TCGA-A2-A0YE-01A-11R-A109-07 Primary solid Tumor TCGA-A2-A0YE
## TCGA-A2-A0YF-01A-21R-A109-07 Primary solid Tumor TCGA-A2-A0YF
## TCGA-A2-A0YG-01A-21R-A109-07 Primary solid Tumor TCGA-A2-A0YG
## TCGA-A2-A0YH-01A-11R-A109-07 Primary solid Tumor TCGA-A2-A0YH
## TCGA-A2-A0YI-01A-31R-A10J-07 Primary solid Tumor TCGA-A2-A0YI
## TCGA-A2-A0YJ-01A-11R-A109-07 Primary solid Tumor TCGA-A2-A0YJ
## TCGA-A2-A0YK-01A-22R-A109-07 Primary solid Tumor TCGA-A2-A0YK
## TCGA-A2-A0YL-01A-21R-A109-07 Primary solid Tumor TCGA-A2-A0YL
## TCGA-A2-A0YM-01A-11R-A109-07 Primary solid Tumor TCGA-A2-A0YM
## TCGA-A2-A0YT-01A-11R-A109-07 Primary solid Tumor TCGA-A2-A0YT
## TCGA-A2-A1FV-01A-11R-A13Q-07 Primary solid Tumor TCGA-A2-A1FV
## TCGA-A2-A1FW-01A-11R-A13Q-07 Primary solid Tumor TCGA-A2-A1FW
## TCGA-A2-A1FX-01A-11R-A13Q-07 Primary solid Tumor TCGA-A2-A1FX
## TCGA-A2-A1FZ-01A-51R-A14D-07 Primary solid Tumor TCGA-A2-A1FZ
## TCGA-A2-A1G0-01A-11R-A13Q-07 Primary solid Tumor TCGA-A2-A1G0
## TCGA-A2-A1G1-01A-21R-A13Q-07 Primary solid Tumor TCGA-A2-A1G1
## TCGA-A2-A1G4-01A-11R-A13Q-07 Primary solid Tumor TCGA-A2-A1G4
## TCGA-A2-A1G6-01A-11R-A13Q-07 Primary solid Tumor TCGA-A2-A1G6
## TCGA-A2-A259-01A-11R-A16F-07 Primary solid Tumor TCGA-A2-A259
## TCGA-A2-A25A-01A-12R-A16F-07 Primary solid Tumor TCGA-A2-A25A
## TCGA-A2-A25B-01A-11R-A169-07 Primary solid Tumor TCGA-A2-A25B
## TCGA-A2-A25C-01A-11R-A169-07 Primary solid Tumor TCGA-A2-A25C
## TCGA-A2-A25D-01A-12R-A16F-07 Primary solid Tumor TCGA-A2-A25D
## TCGA-A2-A25E-01A-11R-A169-07 Primary solid Tumor TCGA-A2-A25E
## TCGA-A2-A25F-01A-11R-A169-07 Primary solid Tumor TCGA-A2-A25F
## TCGA-A2-A3KC-01A-11R-A213-07 Primary solid Tumor TCGA-A2-A3KC
## TCGA-A2-A3KD-01A-12R-A213-07 Primary solid Tumor TCGA-A2-A3KD
## TCGA-A2-A3XS-01A-11R-A22U-07 Primary solid Tumor TCGA-A2-A3XS
## TCGA-A2-A3XT-01A-11R-A22U-07 Primary solid Tumor TCGA-A2-A3XT
## TCGA-A2-A3XU-01A-12R-A22U-07 Primary solid Tumor TCGA-A2-A3XU
## TCGA-A2-A3XV-01A-21R-A239-07 Primary solid Tumor TCGA-A2-A3XV
## TCGA-A2-A3XW-01A-11R-A239-07 Primary solid Tumor TCGA-A2-A3XW
## TCGA-A2-A3XX-01A-21R-A239-07 Primary solid Tumor TCGA-A2-A3XX
## TCGA-A2-A3XY-01A-11R-A239-07 Primary solid Tumor TCGA-A2-A3XY
## TCGA-A2-A3XZ-01A-42R-A239-07 Primary solid Tumor TCGA-A2-A3XZ
## TCGA-A2-A3Y0-01A-11R-A239-07 Primary solid Tumor TCGA-A2-A3Y0
## TCGA-A2-A4RW-01A-21R-A266-07 Primary solid Tumor TCGA-A2-A4RW
## TCGA-A2-A4RX-01A-11R-A266-07 Primary solid Tumor TCGA-A2-A4RX
## TCGA-A2-A4RY-01A-31R-A266-07 Primary solid Tumor TCGA-A2-A4RY
## TCGA-A2-A4S0-01A-21R-A266-07 Primary solid Tumor TCGA-A2-A4S0
## TCGA-A2-A4S1-01A-21R-A266-07 Primary solid Tumor TCGA-A2-A4S1
## TCGA-A2-A4S2-01A-12R-A266-07 Primary solid Tumor TCGA-A2-A4S2
## TCGA-A2-A4S3-01A-21R-A266-07 Primary solid Tumor TCGA-A2-A4S3
## TCGA-A7-A0CD-01A-11R-A00Z-07 Primary solid Tumor TCGA-A7-A0CD
## TCGA-A7-A0CE-11A-21R-A089-07 Solid Tissue Normal TCGA-A7-A0CE
## TCGA-A7-A0CE-01A-11R-A00Z-07 Primary solid Tumor TCGA-A7-A0CE
## TCGA-A7-A0CG-01A-12R-A056-07 Primary solid Tumor TCGA-A7-A0CG
## TCGA-A7-A0CH-11A-32R-A089-07 Solid Tissue Normal TCGA-A7-A0CH
## TCGA-A7-A0CH-01A-21R-A00Z-07 Primary solid Tumor TCGA-A7-A0CH
## TCGA-A7-A0CJ-01A-21R-A00Z-07 Primary solid Tumor TCGA-A7-A0CJ
## TCGA-A7-A0D9-11A-53R-A089-07 Solid Tissue Normal TCGA-A7-A0D9
## TCGA-A7-A0D9-01A-31R-A056-07 Primary solid Tumor TCGA-A7-A0D9
## TCGA-A7-A0DA-01A-31R-A115-07 Primary solid Tumor TCGA-A7-A0DA
## TCGA-A7-A0DB-11A-33R-A089-07 Solid Tissue Normal TCGA-A7-A0DB
## TCGA-A7-A0DB-01A-11R-A00Z-07 Primary solid Tumor TCGA-A7-A0DB
## TCGA-A7-A13D-01A-13R-A12P-07 Primary solid Tumor TCGA-A7-A13D
## TCGA-A7-A13E-11A-61R-A12P-07 Solid Tissue Normal TCGA-A7-A13E
## TCGA-A7-A13E-01A-11R-A12P-07 Primary solid Tumor TCGA-A7-A13E
## TCGA-A7-A13F-11A-42R-A12P-07 Solid Tissue Normal TCGA-A7-A13F
## TCGA-A7-A13F-01A-11R-A12P-07 Primary solid Tumor TCGA-A7-A13F
## TCGA-A7-A13G-11A-51R-A13Q-07 Solid Tissue Normal TCGA-A7-A13G
## TCGA-A7-A13G-01A-11R-A13Q-07 Primary solid Tumor TCGA-A7-A13G
## TCGA-A7-A13H-01A-11R-A22K-07 Primary solid Tumor TCGA-A7-A13H
## TCGA-A7-A26E-01A-11R-A169-07 Primary solid Tumor TCGA-A7-A26E
## TCGA-A7-A26F-01A-21R-A169-07 Primary solid Tumor TCGA-A7-A26F
## TCGA-A7-A26G-01A-21R-A169-07 Primary solid Tumor TCGA-A7-A26G
## TCGA-A7-A26H-01A-11R-A169-07 Primary solid Tumor TCGA-A7-A26H
## TCGA-A7-A26I-01A-11R-A169-07 Primary solid Tumor TCGA-A7-A26I
## TCGA-A7-A26J-01A-11R-A169-07 Primary solid Tumor TCGA-A7-A26J
## TCGA-A7-A2KD-01A-31R-A21T-07 Primary solid Tumor TCGA-A7-A2KD
## TCGA-A7-A3IY-01A-21R-A21T-07 Primary solid Tumor TCGA-A7-A3IY
## TCGA-A7-A3IZ-01A-11R-A213-07 Primary solid Tumor TCGA-A7-A3IZ
## TCGA-A7-A3J0-01A-11R-A213-07 Primary solid Tumor TCGA-A7-A3J0
## TCGA-A7-A3J1-01A-11R-A213-07 Primary solid Tumor TCGA-A7-A3J1
## TCGA-A7-A3RF-01A-11R-A22K-07 Primary solid Tumor TCGA-A7-A3RF
## TCGA-A7-A425-01A-11R-A24H-07 Primary solid Tumor TCGA-A7-A425
## TCGA-A7-A426-01A-22R-A24H-07 Primary solid Tumor TCGA-A7-A426
## TCGA-A7-A4SA-01A-11R-A266-07 Primary solid Tumor TCGA-A7-A4SA
## TCGA-A7-A4SB-01A-21R-A266-07 Primary solid Tumor TCGA-A7-A4SB
## TCGA-A7-A4SC-01A-12R-A266-07 Primary solid Tumor TCGA-A7-A4SC
## TCGA-A7-A4SD-01A-11R-A266-07 Primary solid Tumor TCGA-A7-A4SD
## TCGA-A7-A4SE-01A-11R-A266-07 Primary solid Tumor TCGA-A7-A4SE
## TCGA-A7-A4SF-01A-11R-A266-07 Primary solid Tumor TCGA-A7-A4SF
## TCGA-A7-A56D-01A-11R-A27Q-07 Primary solid Tumor TCGA-A7-A56D
## TCGA-A7-A5ZV-01A-11R-A28M-07 Primary solid Tumor TCGA-A7-A5ZV
## TCGA-A7-A5ZW-01A-12R-A29R-07 Primary solid Tumor TCGA-A7-A5ZW
## TCGA-A7-A5ZX-01A-12R-A29R-07 Primary solid Tumor TCGA-A7-A5ZX
## TCGA-A7-A6VV-01A-22R-A33J-07 Primary solid Tumor TCGA-A7-A6VV
## TCGA-A7-A6VW-01A-21R-A33J-07 Primary solid Tumor TCGA-A7-A6VW
## TCGA-A7-A6VX-01A-12R-A33J-07 Primary solid Tumor TCGA-A7-A6VX
## TCGA-A7-A6VY-01A-12R-A33J-07 Primary solid Tumor TCGA-A7-A6VY
## TCGA-A8-A06N-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A06N
## TCGA-A8-A06O-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A06O
## TCGA-A8-A06P-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A06P
## TCGA-A8-A06Q-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A06Q
## TCGA-A8-A06R-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A06R
## TCGA-A8-A06T-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A06T
## TCGA-A8-A06U-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A06U
## TCGA-A8-A06X-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A06X
## TCGA-A8-A06Y-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A06Y
## TCGA-A8-A06Z-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A06Z
## TCGA-A8-A075-01A-11R-A084-07 Primary solid Tumor TCGA-A8-A075
## TCGA-A8-A076-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A076
## TCGA-A8-A079-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A079
## TCGA-A8-A07B-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A07B
## TCGA-A8-A07C-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A07C
## TCGA-A8-A07E-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A07E
## TCGA-A8-A07F-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A07F
## TCGA-A8-A07G-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A07G
## TCGA-A8-A07I-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A07I
## TCGA-A8-A07J-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A07J
## TCGA-A8-A07L-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A07L
## TCGA-A8-A07O-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A07O
## TCGA-A8-A07P-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A07P
## TCGA-A8-A07R-01A-21R-A034-07 Primary solid Tumor TCGA-A8-A07R
## TCGA-A8-A07S-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A07S
## TCGA-A8-A07U-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A07U
## TCGA-A8-A07W-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A07W
## TCGA-A8-A07Z-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A07Z
## TCGA-A8-A081-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A081
## TCGA-A8-A082-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A082
## TCGA-A8-A083-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A083
## TCGA-A8-A084-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A084
## TCGA-A8-A085-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A085
## TCGA-A8-A086-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A086
## TCGA-A8-A08A-01A-11R-A32Y-07 Primary solid Tumor TCGA-A8-A08A
## TCGA-A8-A08B-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A08B
## TCGA-A8-A08C-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A08C
## TCGA-A8-A08F-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A08F
## TCGA-A8-A08G-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A08G
## TCGA-A8-A08H-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A08H
## TCGA-A8-A08I-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A08I
## TCGA-A8-A08J-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A08J
## TCGA-A8-A08L-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A08L
## TCGA-A8-A08O-01A-21R-A056-07 Primary solid Tumor TCGA-A8-A08O
## TCGA-A8-A08P-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A08P
## TCGA-A8-A08R-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A08R
## TCGA-A8-A08S-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A08S
## TCGA-A8-A08T-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A08T
## TCGA-A8-A08X-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A08X
## TCGA-A8-A08Z-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A08Z
## TCGA-A8-A090-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A090
## TCGA-A8-A091-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A091
## TCGA-A8-A092-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A092
## TCGA-A8-A093-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A093
## TCGA-A8-A094-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A094
## TCGA-A8-A095-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A095
## TCGA-A8-A096-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A096
## TCGA-A8-A097-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A097
## TCGA-A8-A099-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A099
## TCGA-A8-A09A-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09A
## TCGA-A8-A09B-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09B
## TCGA-A8-A09C-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09C
## TCGA-A8-A09D-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09D
## TCGA-A8-A09E-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09E
## TCGA-A8-A09G-01A-21R-A00Z-07 Primary solid Tumor TCGA-A8-A09G
## TCGA-A8-A09I-01A-22R-A034-07 Primary solid Tumor TCGA-A8-A09I
## TCGA-A8-A09K-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09K
## TCGA-A8-A09M-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09M
## TCGA-A8-A09N-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09N
## TCGA-A8-A09Q-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09Q
## TCGA-A8-A09R-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09R
## TCGA-A8-A09T-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09T
## TCGA-A8-A09V-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A09V
## TCGA-A8-A09W-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09W
## TCGA-A8-A09X-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09X
## TCGA-A8-A09Z-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A09Z
## TCGA-A8-A0A1-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A0A1
## TCGA-A8-A0A2-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A0A2
## TCGA-A8-A0A4-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A0A4
## TCGA-A8-A0A6-01A-12R-A056-07 Primary solid Tumor TCGA-A8-A0A6
## TCGA-A8-A0A7-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A0A7
## TCGA-A8-A0A9-01A-11R-A00Z-07 Primary solid Tumor TCGA-A8-A0A9
## TCGA-A8-A0AB-01A-11R-A034-07 Primary solid Tumor TCGA-A8-A0AB
## TCGA-A8-A0AD-01A-11R-A056-07 Primary solid Tumor TCGA-A8-A0AD
## TCGA-AC-A23C-01A-12R-A169-07 Primary solid Tumor TCGA-AC-A23C
## TCGA-AC-A23E-01A-11R-A157-07 Primary solid Tumor TCGA-AC-A23E
## TCGA-AC-A23G-01A-11R-A213-07 Primary solid Tumor TCGA-AC-A23G
## TCGA-AC-A23H-11A-12R-A157-07 Solid Tissue Normal TCGA-AC-A23H
## TCGA-AC-A23H-01A-11R-A157-07 Primary solid Tumor TCGA-AC-A23H
## TCGA-AC-A2B8-01A-11R-A17B-07 Primary solid Tumor TCGA-AC-A2B8
## TCGA-AC-A2BK-01A-11R-A21T-07 Primary solid Tumor TCGA-AC-A2BK
## TCGA-AC-A2BM-01A-11R-A21T-07 Primary solid Tumor TCGA-AC-A2BM
## TCGA-AC-A2FB-11A-13R-A17B-07 Solid Tissue Normal TCGA-AC-A2FB
## TCGA-AC-A2FB-01A-11R-A17B-07 Primary solid Tumor TCGA-AC-A2FB
## TCGA-AC-A2FE-01A-11R-A19W-07 Primary solid Tumor TCGA-AC-A2FE
## TCGA-AC-A2FF-11A-13R-A17B-07 Solid Tissue Normal TCGA-AC-A2FF
## TCGA-AC-A2FF-01A-11R-A17B-07 Primary solid Tumor TCGA-AC-A2FF
## TCGA-AC-A2FG-01A-11R-A17B-07 Primary solid Tumor TCGA-AC-A2FG
## TCGA-AC-A2FK-01A-12R-A180-07 Primary solid Tumor TCGA-AC-A2FK
## TCGA-AC-A2FM-11B-32R-A19W-07 Solid Tissue Normal TCGA-AC-A2FM
## TCGA-AC-A2FM-01A-11R-A19W-07 Primary solid Tumor TCGA-AC-A2FM
## TCGA-AC-A2FO-01A-11R-A180-07 Primary solid Tumor TCGA-AC-A2FO
## TCGA-AC-A2QH-01A-11R-A18M-07 Primary solid Tumor TCGA-AC-A2QH
## TCGA-AC-A2QI-01A-12R-A19W-07 Primary solid Tumor TCGA-AC-A2QI
## TCGA-AC-A2QJ-01A-12R-A19W-07 Primary solid Tumor TCGA-AC-A2QJ
## TCGA-AC-A3BB-01A-21R-A19W-07 Primary solid Tumor TCGA-AC-A3BB
## TCGA-AC-A3EH-01A-22R-A22K-07 Primary solid Tumor TCGA-AC-A3EH
## TCGA-AC-A3HN-01A-11R-A213-07 Primary solid Tumor TCGA-AC-A3HN
## TCGA-AC-A3OD-01A-11R-A21T-07 Primary solid Tumor TCGA-AC-A3OD
## TCGA-AC-A3QP-01A-11R-A22U-07 Primary solid Tumor TCGA-AC-A3QP
## TCGA-AC-A3QQ-01A-11R-A22K-07 Primary solid Tumor TCGA-AC-A3QQ
## TCGA-AC-A3TM-01A-11R-A22K-07 Primary solid Tumor TCGA-AC-A3TM
## TCGA-AC-A3TN-01A-11R-A22K-07 Primary solid Tumor TCGA-AC-A3TN
## TCGA-AC-A3W5-01A-11R-A22K-07 Primary solid Tumor TCGA-AC-A3W5
## TCGA-AC-A3W6-01A-12R-A22K-07 Primary solid Tumor TCGA-AC-A3W6
## TCGA-AC-A3W7-01A-11R-A22K-07 Primary solid Tumor TCGA-AC-A3W7
## TCGA-AC-A3YI-01A-21R-A239-07 Primary solid Tumor TCGA-AC-A3YI
## TCGA-AC-A3YJ-01A-11R-A22U-07 Primary solid Tumor TCGA-AC-A3YJ
## TCGA-AC-A4ZE-01A-11R-A41B-07 Primary solid Tumor TCGA-AC-A4ZE
## TCGA-AC-A5EH-01A-11R-A28M-07 Primary solid Tumor TCGA-AC-A5EH
## TCGA-AC-A5XS-01A-11R-A29R-07 Primary solid Tumor TCGA-AC-A5XS
## TCGA-AC-A5XU-01A-11R-A28M-07 Primary solid Tumor TCGA-AC-A5XU
## TCGA-AC-A62V-01A-11R-A31O-07 Primary solid Tumor TCGA-AC-A62V
## TCGA-AC-A62X-01A-11R-A29R-07 Primary solid Tumor TCGA-AC-A62X
## TCGA-AC-A62Y-01A-11R-A29R-07 Primary solid Tumor TCGA-AC-A62Y
## TCGA-AC-A6IV-01A-12R-A33J-07 Primary solid Tumor TCGA-AC-A6IV
## TCGA-AC-A6IW-01A-12R-A33J-07 Primary solid Tumor TCGA-AC-A6IW
## TCGA-AC-A6IX-06A-11R-A32P-07 Metastatic TCGA-AC-A6IX
## TCGA-AC-A6IX-01A-12R-A32P-07 Primary solid Tumor TCGA-AC-A6IX
## TCGA-AC-A6NO-01A-12R-A33J-07 Primary solid Tumor TCGA-AC-A6NO
## TCGA-AC-A7VB-01A-11R-A352-07 Primary solid Tumor TCGA-AC-A7VB
## TCGA-AC-A7VC-01A-11R-A352-07 Primary solid Tumor TCGA-AC-A7VC
## TCGA-AC-A8OP-01A-11R-A36F-07 Primary solid Tumor TCGA-AC-A8OP
## TCGA-AC-A8OQ-01A-11R-A41B-07 Primary solid Tumor TCGA-AC-A8OQ
## TCGA-AC-A8OR-01A-21R-A41B-07 Primary solid Tumor TCGA-AC-A8OR
## TCGA-AC-A8OS-01A-12R-A41B-07 Primary solid Tumor TCGA-AC-A8OS
## TCGA-AN-A03X-01A-21R-A00Z-07 Primary solid Tumor TCGA-AN-A03X
## TCGA-AN-A03Y-01A-21R-A00Z-07 Primary solid Tumor TCGA-AN-A03Y
## TCGA-AN-A041-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A041
## TCGA-AN-A046-01A-21R-A034-07 Primary solid Tumor TCGA-AN-A046
## TCGA-AN-A049-01A-21R-A00Z-07 Primary solid Tumor TCGA-AN-A049
## TCGA-AN-A04A-01A-21R-A034-07 Primary solid Tumor TCGA-AN-A04A
## TCGA-AN-A04C-01A-21R-A034-07 Primary solid Tumor TCGA-AN-A04C
## TCGA-AN-A04D-01A-21R-A034-07 Primary solid Tumor TCGA-AN-A04D
## TCGA-AN-A0AJ-01A-11R-A00Z-07 Primary solid Tumor TCGA-AN-A0AJ
## TCGA-AN-A0AK-01A-21R-A00Z-07 Primary solid Tumor TCGA-AN-A0AK
## TCGA-AN-A0AL-01A-11R-A00Z-07 Primary solid Tumor TCGA-AN-A0AL
## TCGA-AN-A0AM-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0AM
## TCGA-AN-A0AR-01A-11R-A00Z-07 Primary solid Tumor TCGA-AN-A0AR
## TCGA-AN-A0AS-01A-11R-A00Z-07 Primary solid Tumor TCGA-AN-A0AS
## TCGA-AN-A0AT-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0AT
## TCGA-AN-A0FD-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FD
## TCGA-AN-A0FF-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FF
## TCGA-AN-A0FJ-01A-11R-A00Z-07 Primary solid Tumor TCGA-AN-A0FJ
## TCGA-AN-A0FK-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FK
## TCGA-AN-A0FL-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FL
## TCGA-AN-A0FN-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FN
## TCGA-AN-A0FS-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FS
## TCGA-AN-A0FT-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FT
## TCGA-AN-A0FV-01A-11R-A00Z-07 Primary solid Tumor TCGA-AN-A0FV
## TCGA-AN-A0FW-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FW
## TCGA-AN-A0FX-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FX
## TCGA-AN-A0FY-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FY
## TCGA-AN-A0FZ-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0FZ
## TCGA-AN-A0G0-01A-11R-A034-07 Primary solid Tumor TCGA-AN-A0G0
## TCGA-AN-A0XL-01A-11R-A10J-07 Primary solid Tumor TCGA-AN-A0XL
## TCGA-AN-A0XN-01A-21R-A109-07 Primary solid Tumor TCGA-AN-A0XN
## TCGA-AN-A0XO-01A-11R-A109-07 Primary solid Tumor TCGA-AN-A0XO
## TCGA-AN-A0XP-01A-11R-A109-07 Primary solid Tumor TCGA-AN-A0XP
## TCGA-AN-A0XR-01A-11R-A109-07 Primary solid Tumor TCGA-AN-A0XR
## TCGA-AN-A0XS-01A-22R-A109-07 Primary solid Tumor TCGA-AN-A0XS
## TCGA-AN-A0XT-01A-11R-A109-07 Primary solid Tumor TCGA-AN-A0XT
## TCGA-AN-A0XU-01A-11R-A109-07 Primary solid Tumor TCGA-AN-A0XU
## TCGA-AN-A0XV-01A-11R-A109-07 Primary solid Tumor TCGA-AN-A0XV
## TCGA-AN-A0XW-01A-11R-A109-07 Primary solid Tumor TCGA-AN-A0XW
## TCGA-AO-A03L-01A-41R-A056-07 Primary solid Tumor TCGA-AO-A03L
## TCGA-AO-A03M-01B-11R-A10J-07 Primary solid Tumor TCGA-AO-A03M
## TCGA-AO-A03N-01B-11R-A10J-07 Primary solid Tumor TCGA-AO-A03N
## TCGA-AO-A03O-01A-11R-A00Z-07 Primary solid Tumor TCGA-AO-A03O
## TCGA-AO-A03P-01A-11R-A00Z-07 Primary solid Tumor TCGA-AO-A03P
## TCGA-AO-A03R-01A-21R-A034-07 Primary solid Tumor TCGA-AO-A03R
## TCGA-AO-A03T-01A-21R-A034-07 Primary solid Tumor TCGA-AO-A03T
## TCGA-AO-A03U-01B-21R-A10J-07 Primary solid Tumor TCGA-AO-A03U
## TCGA-AO-A03V-01A-11R-A115-07 Primary solid Tumor TCGA-AO-A03V
## TCGA-AO-A0J2-01A-11R-A034-07 Primary solid Tumor TCGA-AO-A0J2
## TCGA-AO-A0J3-01A-11R-A034-07 Primary solid Tumor TCGA-AO-A0J3
## TCGA-AO-A0J4-01A-11R-A034-07 Primary solid Tumor TCGA-AO-A0J4
## TCGA-AO-A0J5-01A-11R-A034-07 Primary solid Tumor TCGA-AO-A0J5
## TCGA-AO-A0J6-01A-11R-A034-07 Primary solid Tumor TCGA-AO-A0J6
## TCGA-AO-A0J7-01A-11R-A034-07 Primary solid Tumor TCGA-AO-A0J7
## TCGA-AO-A0J8-01A-21R-A034-07 Primary solid Tumor TCGA-AO-A0J8
## TCGA-AO-A0J9-01A-11R-A034-07 Primary solid Tumor TCGA-AO-A0J9
## TCGA-AO-A0JA-01A-11R-A056-07 Primary solid Tumor TCGA-AO-A0JA
## TCGA-AO-A0JB-01A-11R-A32Y-07 Primary solid Tumor TCGA-AO-A0JB
## TCGA-AO-A0JC-01A-11R-A056-07 Primary solid Tumor TCGA-AO-A0JC
## TCGA-AO-A0JD-01A-11R-A056-07 Primary solid Tumor TCGA-AO-A0JD
## TCGA-AO-A0JE-01A-11R-A056-07 Primary solid Tumor TCGA-AO-A0JE
## TCGA-AO-A0JF-01A-11R-A056-07 Primary solid Tumor TCGA-AO-A0JF
## TCGA-AO-A0JG-01A-31R-A084-07 Primary solid Tumor TCGA-AO-A0JG
## TCGA-AO-A0JI-01A-21R-A056-07 Primary solid Tumor TCGA-AO-A0JI
## TCGA-AO-A0JJ-01A-11R-A056-07 Primary solid Tumor TCGA-AO-A0JJ
## TCGA-AO-A0JL-01A-11R-A056-07 Primary solid Tumor TCGA-AO-A0JL
## TCGA-AO-A0JM-01A-21R-A056-07 Primary solid Tumor TCGA-AO-A0JM
## TCGA-AO-A124-01A-11R-A10J-07 Primary solid Tumor TCGA-AO-A124
## TCGA-AO-A125-01A-11R-A10J-07 Primary solid Tumor TCGA-AO-A125
## TCGA-AO-A126-01A-11R-A10J-07 Primary solid Tumor TCGA-AO-A126
## TCGA-AO-A128-01A-11R-A10J-07 Primary solid Tumor TCGA-AO-A128
## TCGA-AO-A129-01A-21R-A10J-07 Primary solid Tumor TCGA-AO-A129
## TCGA-AO-A12A-01A-21R-A115-07 Primary solid Tumor TCGA-AO-A12A
## TCGA-AO-A12B-01A-11R-A10J-07 Primary solid Tumor TCGA-AO-A12B
## TCGA-AO-A12C-01A-11R-A10J-07 Primary solid Tumor TCGA-AO-A12C
## TCGA-AO-A12D-01A-11R-A115-07 Primary solid Tumor TCGA-AO-A12D
## TCGA-AO-A12E-01A-11R-A10J-07 Primary solid Tumor TCGA-AO-A12E
## TCGA-AO-A12F-01A-11R-A115-07 Primary solid Tumor TCGA-AO-A12F
## TCGA-AO-A12G-01A-11R-A10J-07 Primary solid Tumor TCGA-AO-A12G
## TCGA-AO-A12H-01A-11R-A115-07 Primary solid Tumor TCGA-AO-A12H
## TCGA-AO-A1KO-01A-31R-A13Q-07 Primary solid Tumor TCGA-AO-A1KO
## TCGA-AO-A1KP-01A-11R-A13Q-07 Primary solid Tumor TCGA-AO-A1KP
## TCGA-AO-A1KQ-01A-11R-A13Q-07 Primary solid Tumor TCGA-AO-A1KQ
## TCGA-AO-A1KR-01A-12R-A144-07 Primary solid Tumor TCGA-AO-A1KR
## TCGA-AO-A1KS-01A-11R-A13Q-07 Primary solid Tumor TCGA-AO-A1KS
## TCGA-AO-A1KT-01A-11R-A13Q-07 Primary solid Tumor TCGA-AO-A1KT
## TCGA-AQ-A04H-01B-11R-A10J-07 Primary solid Tumor TCGA-AQ-A04H
## TCGA-AQ-A04J-01A-02R-A034-07 Primary solid Tumor TCGA-AQ-A04J
## TCGA-AQ-A04L-01B-21R-A10J-07 Primary solid Tumor TCGA-AQ-A04L
## TCGA-AQ-A0Y5-01A-11R-A14M-07 Primary solid Tumor TCGA-AQ-A0Y5
## TCGA-AQ-A1H2-01A-11R-A13Q-07 Primary solid Tumor TCGA-AQ-A1H2
## TCGA-AQ-A1H3-01A-31R-A13Q-07 Primary solid Tumor TCGA-AQ-A1H3
## TCGA-AQ-A54N-01A-11R-A266-07 Primary solid Tumor TCGA-AQ-A54N
## TCGA-AQ-A54O-01A-11R-A266-07 Primary solid Tumor TCGA-AQ-A54O
## TCGA-AQ-A7U7-01A-22R-A352-07 Primary solid Tumor TCGA-AQ-A7U7
## TCGA-AR-A0TP-01A-11R-A084-07 Primary solid Tumor TCGA-AR-A0TP
## TCGA-AR-A0TQ-01A-11R-A084-07 Primary solid Tumor TCGA-AR-A0TQ
## TCGA-AR-A0TR-01A-11R-A084-07 Primary solid Tumor TCGA-AR-A0TR
## TCGA-AR-A0TS-01A-11R-A115-07 Primary solid Tumor TCGA-AR-A0TS
## TCGA-AR-A0TT-01A-31R-A084-07 Primary solid Tumor TCGA-AR-A0TT
## TCGA-AR-A0TU-01A-31R-A109-07 Primary solid Tumor TCGA-AR-A0TU
## TCGA-AR-A0TV-01A-21R-A084-07 Primary solid Tumor TCGA-AR-A0TV
## TCGA-AR-A0TW-01A-11R-A084-07 Primary solid Tumor TCGA-AR-A0TW
## TCGA-AR-A0TX-01A-11R-A084-07 Primary solid Tumor TCGA-AR-A0TX
## TCGA-AR-A0TY-01A-12R-A115-07 Primary solid Tumor TCGA-AR-A0TY
## TCGA-AR-A0TZ-01A-12R-A084-07 Primary solid Tumor TCGA-AR-A0TZ
## TCGA-AR-A0U0-01A-11R-A109-07 Primary solid Tumor TCGA-AR-A0U0
## TCGA-AR-A0U2-01A-11R-A109-07 Primary solid Tumor TCGA-AR-A0U2
## TCGA-AR-A0U3-01A-11R-A109-07 Primary solid Tumor TCGA-AR-A0U3
## TCGA-AR-A0U4-01A-11R-A109-07 Primary solid Tumor TCGA-AR-A0U4
## TCGA-AR-A1AH-01A-11R-A12D-07 Primary solid Tumor TCGA-AR-A1AH
## TCGA-AR-A1AI-01A-11R-A12P-07 Primary solid Tumor TCGA-AR-A1AI
## TCGA-AR-A1AJ-01A-21R-A12P-07 Primary solid Tumor TCGA-AR-A1AJ
## TCGA-AR-A1AK-01A-21R-A12P-07 Primary solid Tumor TCGA-AR-A1AK
## TCGA-AR-A1AL-01A-21R-A12P-07 Primary solid Tumor TCGA-AR-A1AL
## TCGA-AR-A1AM-01A-41R-A22K-07 Primary solid Tumor TCGA-AR-A1AM
## TCGA-AR-A1AN-01A-11R-A12P-07 Primary solid Tumor TCGA-AR-A1AN
## TCGA-AR-A1AO-01A-11R-A12P-07 Primary solid Tumor TCGA-AR-A1AO
## TCGA-AR-A1AP-01A-11R-A12P-07 Primary solid Tumor TCGA-AR-A1AP
## TCGA-AR-A1AQ-01A-11R-A12P-07 Primary solid Tumor TCGA-AR-A1AQ
## TCGA-AR-A1AR-01A-31R-A137-07 Primary solid Tumor TCGA-AR-A1AR
## TCGA-AR-A1AS-01A-11R-A12P-07 Primary solid Tumor TCGA-AR-A1AS
## TCGA-AR-A1AT-01A-11R-A12P-07 Primary solid Tumor TCGA-AR-A1AT
## TCGA-AR-A1AU-01A-11R-A12P-07 Primary solid Tumor TCGA-AR-A1AU
## TCGA-AR-A1AV-01A-21R-A12P-07 Primary solid Tumor TCGA-AR-A1AV
## TCGA-AR-A1AW-01A-21R-A12P-07 Primary solid Tumor TCGA-AR-A1AW
## TCGA-AR-A1AX-01A-11R-A12P-07 Primary solid Tumor TCGA-AR-A1AX
## TCGA-AR-A1AY-01A-21R-A12P-07 Primary solid Tumor TCGA-AR-A1AY
## TCGA-AR-A24H-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24H
## TCGA-AR-A24K-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24K
## TCGA-AR-A24L-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24L
## TCGA-AR-A24M-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24M
## TCGA-AR-A24N-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24N
## TCGA-AR-A24O-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24O
## TCGA-AR-A24P-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24P
## TCGA-AR-A24Q-01A-12R-A169-07 Primary solid Tumor TCGA-AR-A24Q
## TCGA-AR-A24R-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24R
## TCGA-AR-A24S-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24S
## TCGA-AR-A24T-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24T
## TCGA-AR-A24U-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24U
## TCGA-AR-A24V-01A-21R-A169-07 Primary solid Tumor TCGA-AR-A24V
## TCGA-AR-A24W-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24W
## TCGA-AR-A24X-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24X
## TCGA-AR-A24Z-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A24Z
## TCGA-AR-A250-01A-31R-A169-07 Primary solid Tumor TCGA-AR-A250
## TCGA-AR-A251-01A-12R-A169-07 Primary solid Tumor TCGA-AR-A251
## TCGA-AR-A252-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A252
## TCGA-AR-A254-01A-21R-A169-07 Primary solid Tumor TCGA-AR-A254
## TCGA-AR-A255-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A255
## TCGA-AR-A256-01A-11R-A169-07 Primary solid Tumor TCGA-AR-A256
## TCGA-AR-A2LE-01A-11R-A180-07 Primary solid Tumor TCGA-AR-A2LE
## TCGA-AR-A2LH-01A-31R-A18M-07 Primary solid Tumor TCGA-AR-A2LH
## TCGA-AR-A2LJ-01A-12R-A19W-07 Primary solid Tumor TCGA-AR-A2LJ
## TCGA-AR-A2LK-01A-11R-A180-07 Primary solid Tumor TCGA-AR-A2LK
## TCGA-AR-A2LL-01A-11R-A180-07 Primary solid Tumor TCGA-AR-A2LL
## TCGA-AR-A2LM-01A-11R-A180-07 Primary solid Tumor TCGA-AR-A2LM
## TCGA-AR-A2LN-01A-21R-A18M-07 Primary solid Tumor TCGA-AR-A2LN
## TCGA-AR-A2LO-01A-31R-A18M-07 Primary solid Tumor TCGA-AR-A2LO
## TCGA-AR-A2LQ-01A-22R-A18M-07 Primary solid Tumor TCGA-AR-A2LQ
## TCGA-AR-A2LR-01A-12R-A18M-07 Primary solid Tumor TCGA-AR-A2LR
## TCGA-AR-A5QM-01A-11R-A27Q-07 Primary solid Tumor TCGA-AR-A5QM
## TCGA-AR-A5QN-01A-12R-A28M-07 Primary solid Tumor TCGA-AR-A5QN
## TCGA-AR-A5QP-01A-11R-A28M-07 Primary solid Tumor TCGA-AR-A5QP
## TCGA-AR-A5QQ-01A-11R-A28M-07 Primary solid Tumor TCGA-AR-A5QQ
## TCGA-B6-A0I1-01A-11R-A21T-07 Primary solid Tumor TCGA-B6-A0I1
## TCGA-B6-A0I2-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0I2
## TCGA-B6-A0I5-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0I5
## TCGA-B6-A0I6-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0I6
## TCGA-B6-A0I8-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0I8
## TCGA-B6-A0I9-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0I9
## TCGA-B6-A0IA-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IA
## TCGA-B6-A0IB-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IB
## TCGA-B6-A0IC-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IC
## TCGA-B6-A0IE-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IE
## TCGA-B6-A0IG-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IG
## TCGA-B6-A0IH-01A-11R-A115-07 Primary solid Tumor TCGA-B6-A0IH
## TCGA-B6-A0IJ-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IJ
## TCGA-B6-A0IK-01A-12R-A056-07 Primary solid Tumor TCGA-B6-A0IK
## TCGA-B6-A0IM-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IM
## TCGA-B6-A0IN-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IN
## TCGA-B6-A0IO-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IO
## TCGA-B6-A0IP-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IP
## TCGA-B6-A0IQ-01A-11R-A034-07 Primary solid Tumor TCGA-B6-A0IQ
## TCGA-B6-A0RE-01A-11R-A056-07 Primary solid Tumor TCGA-B6-A0RE
## TCGA-B6-A0RG-01A-11R-A056-07 Primary solid Tumor TCGA-B6-A0RG
## TCGA-B6-A0RH-01A-21R-A115-07 Primary solid Tumor TCGA-B6-A0RH
## TCGA-B6-A0RI-01A-11R-A056-07 Primary solid Tumor TCGA-B6-A0RI
## TCGA-B6-A0RL-01A-11R-A084-07 Primary solid Tumor TCGA-B6-A0RL
## TCGA-B6-A0RM-01A-11R-A084-07 Primary solid Tumor TCGA-B6-A0RM
## TCGA-B6-A0RN-01A-12R-A084-07 Primary solid Tumor TCGA-B6-A0RN
## TCGA-B6-A0RO-01A-22R-A084-07 Primary solid Tumor TCGA-B6-A0RO
## TCGA-B6-A0RP-01A-21R-A084-07 Primary solid Tumor TCGA-B6-A0RP
## TCGA-B6-A0RQ-01A-11R-A115-07 Primary solid Tumor TCGA-B6-A0RQ
## TCGA-B6-A0RS-01A-11R-A084-07 Primary solid Tumor TCGA-B6-A0RS
## TCGA-B6-A0RT-01A-21R-A084-07 Primary solid Tumor TCGA-B6-A0RT
## TCGA-B6-A0RU-01A-11R-A084-07 Primary solid Tumor TCGA-B6-A0RU
## TCGA-B6-A0RV-01A-11R-A084-07 Primary solid Tumor TCGA-B6-A0RV
## TCGA-B6-A0WS-01A-11R-A115-07 Primary solid Tumor TCGA-B6-A0WS
## TCGA-B6-A0WT-01A-11R-A109-07 Primary solid Tumor TCGA-B6-A0WT
## TCGA-B6-A0WV-01A-11R-A109-07 Primary solid Tumor TCGA-B6-A0WV
## TCGA-B6-A0WW-01A-11R-A109-07 Primary solid Tumor TCGA-B6-A0WW
## TCGA-B6-A0WX-01A-11R-A109-07 Primary solid Tumor TCGA-B6-A0WX
## TCGA-B6-A0WY-01A-11R-A109-07 Primary solid Tumor TCGA-B6-A0WY
## TCGA-B6-A0WZ-01A-11R-A109-07 Primary solid Tumor TCGA-B6-A0WZ
## TCGA-B6-A0X0-01A-21R-A115-07 Primary solid Tumor TCGA-B6-A0X0
## TCGA-B6-A0X1-01A-11R-A109-07 Primary solid Tumor TCGA-B6-A0X1
## TCGA-B6-A0X4-01A-11R-A109-07 Primary solid Tumor TCGA-B6-A0X4
## TCGA-B6-A0X5-01A-21R-A109-07 Primary solid Tumor TCGA-B6-A0X5
## TCGA-B6-A0X7-01A-11R-A10J-07 Primary solid Tumor TCGA-B6-A0X7
## TCGA-B6-A1KC-01B-11R-A157-07 Primary solid Tumor TCGA-B6-A1KC
## TCGA-B6-A1KF-01A-11R-A13Q-07 Primary solid Tumor TCGA-B6-A1KF
## TCGA-B6-A1KI-01A-11R-A14M-07 Primary solid Tumor TCGA-B6-A1KI
## TCGA-B6-A1KN-01A-11R-A13Q-07 Primary solid Tumor TCGA-B6-A1KN
## TCGA-B6-A2IU-01A-32R-A18M-07 Primary solid Tumor TCGA-B6-A2IU
## TCGA-B6-A3ZX-01A-11R-A239-07 Primary solid Tumor TCGA-B6-A3ZX
## TCGA-B6-A400-01A-11R-A239-07 Primary solid Tumor TCGA-B6-A400
## TCGA-B6-A401-01A-11R-A239-07 Primary solid Tumor TCGA-B6-A401
## TCGA-B6-A402-01A-11R-A239-07 Primary solid Tumor TCGA-B6-A402
## TCGA-B6-A408-01A-12R-A24H-07 Primary solid Tumor TCGA-B6-A408
## TCGA-B6-A409-01A-11R-A24H-07 Primary solid Tumor TCGA-B6-A409
## TCGA-B6-A40B-01A-11R-A239-07 Primary solid Tumor TCGA-B6-A40B
## TCGA-B6-A40C-01A-11R-A239-07 Primary solid Tumor TCGA-B6-A40C
## TCGA-BH-A0AU-11A-11R-A12P-07 Solid Tissue Normal TCGA-BH-A0AU
## TCGA-BH-A0AU-01A-11R-A12P-07 Primary solid Tumor TCGA-BH-A0AU
## TCGA-BH-A0AV-01A-31R-A115-07 Primary solid Tumor TCGA-BH-A0AV
## TCGA-BH-A0AW-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0AW
## TCGA-BH-A0AY-11A-23R-A089-07 Solid Tissue Normal TCGA-BH-A0AY
## TCGA-BH-A0AY-01A-21R-A00Z-07 Primary solid Tumor TCGA-BH-A0AY
## TCGA-BH-A0AZ-11A-22R-A12P-07 Solid Tissue Normal TCGA-BH-A0AZ
## TCGA-BH-A0AZ-01A-21R-A12P-07 Primary solid Tumor TCGA-BH-A0AZ
## TCGA-BH-A0B0-01A-21R-A115-07 Primary solid Tumor TCGA-BH-A0B0
## TCGA-BH-A0B1-01A-12R-A056-07 Primary solid Tumor TCGA-BH-A0B1
## TCGA-BH-A0B3-11B-21R-A089-07 Solid Tissue Normal TCGA-BH-A0B3
## TCGA-BH-A0B3-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0B3
## TCGA-BH-A0B4-01A-11R-A00Z-07 Primary solid Tumor TCGA-BH-A0B4
## TCGA-BH-A0B5-11A-23R-A12P-07 Solid Tissue Normal TCGA-BH-A0B5
## TCGA-BH-A0B5-01A-11R-A12P-07 Primary solid Tumor TCGA-BH-A0B5
## TCGA-BH-A0B6-01A-11R-A19W-07 Primary solid Tumor TCGA-BH-A0B6
## TCGA-BH-A0B7-11A-34R-A115-07 Solid Tissue Normal TCGA-BH-A0B7
## TCGA-BH-A0B7-01A-12R-A115-07 Primary solid Tumor TCGA-BH-A0B7
## TCGA-BH-A0B8-11A-41R-A089-07 Solid Tissue Normal TCGA-BH-A0B8
## TCGA-BH-A0B8-01A-21R-A056-07 Primary solid Tumor TCGA-BH-A0B8
## TCGA-BH-A0B9-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0B9
## TCGA-BH-A0BA-11A-22R-A19E-07 Solid Tissue Normal TCGA-BH-A0BA
## TCGA-BH-A0BA-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0BA
## TCGA-BH-A0BC-11A-22R-A089-07 Solid Tissue Normal TCGA-BH-A0BC
## TCGA-BH-A0BC-01A-22R-A084-07 Primary solid Tumor TCGA-BH-A0BC
## TCGA-BH-A0BD-01A-11R-A034-07 Primary solid Tumor TCGA-BH-A0BD
## TCGA-BH-A0BF-01A-21R-A12P-07 Primary solid Tumor TCGA-BH-A0BF
## TCGA-BH-A0BG-01A-11R-A115-07 Primary solid Tumor TCGA-BH-A0BG
## TCGA-BH-A0BJ-11A-23R-A089-07 Solid Tissue Normal TCGA-BH-A0BJ
## TCGA-BH-A0BJ-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0BJ
## TCGA-BH-A0BL-01A-11R-A115-07 Primary solid Tumor TCGA-BH-A0BL
## TCGA-BH-A0BM-11A-12R-A089-07 Solid Tissue Normal TCGA-BH-A0BM
## TCGA-BH-A0BM-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0BM
## TCGA-BH-A0BO-01A-23R-A12D-07 Primary solid Tumor TCGA-BH-A0BO
## TCGA-BH-A0BP-01A-11R-A115-07 Primary solid Tumor TCGA-BH-A0BP
## TCGA-BH-A0BQ-11A-33R-A115-07 Solid Tissue Normal TCGA-BH-A0BQ
## TCGA-BH-A0BQ-01A-21R-A115-07 Primary solid Tumor TCGA-BH-A0BQ
## TCGA-BH-A0BR-01A-21R-A115-07 Primary solid Tumor TCGA-BH-A0BR
## TCGA-BH-A0BS-11A-11R-A12P-07 Solid Tissue Normal TCGA-BH-A0BS
## TCGA-BH-A0BS-01A-11R-A12P-07 Primary solid Tumor TCGA-BH-A0BS
## TCGA-BH-A0BT-11A-21R-A12P-07 Solid Tissue Normal TCGA-BH-A0BT
## TCGA-BH-A0BT-01A-11R-A12P-07 Primary solid Tumor TCGA-BH-A0BT
## TCGA-BH-A0BV-11A-31R-A089-07 Solid Tissue Normal TCGA-BH-A0BV
## TCGA-BH-A0BV-01A-11R-A00Z-07 Primary solid Tumor TCGA-BH-A0BV
## TCGA-BH-A0BW-11A-12R-A115-07 Solid Tissue Normal TCGA-BH-A0BW
## TCGA-BH-A0BW-01A-11R-A115-07 Primary solid Tumor TCGA-BH-A0BW
## TCGA-BH-A0BZ-11A-61R-A12P-07 Solid Tissue Normal TCGA-BH-A0BZ
## TCGA-BH-A0BZ-01A-31R-A12P-07 Primary solid Tumor TCGA-BH-A0BZ
## TCGA-BH-A0C0-11A-21R-A089-07 Solid Tissue Normal TCGA-BH-A0C0
## TCGA-BH-A0C0-01A-21R-A056-07 Primary solid Tumor TCGA-BH-A0C0
## TCGA-BH-A0C1-01B-11R-A12D-07 Primary solid Tumor TCGA-BH-A0C1
## TCGA-BH-A0C3-11A-23R-A12P-07 Solid Tissue Normal TCGA-BH-A0C3
## TCGA-BH-A0C3-01A-21R-A12P-07 Primary solid Tumor TCGA-BH-A0C3
## TCGA-BH-A0C7-01B-11R-A115-07 Primary solid Tumor TCGA-BH-A0C7
## TCGA-BH-A0DD-11A-23R-A12P-07 Solid Tissue Normal TCGA-BH-A0DD
## TCGA-BH-A0DD-01A-31R-A12P-07 Primary solid Tumor TCGA-BH-A0DD
## TCGA-BH-A0DE-01A-11R-A115-07 Primary solid Tumor TCGA-BH-A0DE
## TCGA-BH-A0DG-11A-43R-A12P-07 Solid Tissue Normal TCGA-BH-A0DG
## TCGA-BH-A0DG-01A-21R-A12P-07 Primary solid Tumor TCGA-BH-A0DG
## TCGA-BH-A0DH-11A-31R-A089-07 Solid Tissue Normal TCGA-BH-A0DH
## TCGA-BH-A0DH-01A-11R-A084-07 Primary solid Tumor TCGA-BH-A0DH
## TCGA-BH-A0DI-01A-21R-A12P-07 Primary solid Tumor TCGA-BH-A0DI
## TCGA-BH-A0DK-11A-13R-A089-07 Solid Tissue Normal TCGA-BH-A0DK
## TCGA-BH-A0DK-01A-21R-A056-07 Primary solid Tumor TCGA-BH-A0DK
## TCGA-BH-A0DL-11A-13R-A115-07 Solid Tissue Normal TCGA-BH-A0DL
## TCGA-BH-A0DL-01A-11R-A115-07 Primary solid Tumor TCGA-BH-A0DL
## TCGA-BH-A0DO-11A-22R-A12D-07 Solid Tissue Normal TCGA-BH-A0DO
## TCGA-BH-A0DO-01B-11R-A12D-07 Primary solid Tumor TCGA-BH-A0DO
## TCGA-BH-A0DP-11A-12R-A089-07 Solid Tissue Normal TCGA-BH-A0DP
## TCGA-BH-A0DP-01A-21R-A056-07 Primary solid Tumor TCGA-BH-A0DP
## TCGA-BH-A0DQ-11A-12R-A089-07 Solid Tissue Normal TCGA-BH-A0DQ
## TCGA-BH-A0DQ-01A-11R-A084-07 Primary solid Tumor TCGA-BH-A0DQ
## TCGA-BH-A0DS-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0DS
## TCGA-BH-A0DT-11A-12R-A12D-07 Solid Tissue Normal TCGA-BH-A0DT
## TCGA-BH-A0DT-01A-21R-A12D-07 Primary solid Tumor TCGA-BH-A0DT
## TCGA-BH-A0DV-11A-22R-A12P-07 Solid Tissue Normal TCGA-BH-A0DV
## TCGA-BH-A0DV-01A-21R-A12P-07 Primary solid Tumor TCGA-BH-A0DV
## TCGA-BH-A0DX-01A-11R-A115-07 Primary solid Tumor TCGA-BH-A0DX
## TCGA-BH-A0DZ-11A-22R-A089-07 Solid Tissue Normal TCGA-BH-A0DZ
## TCGA-BH-A0DZ-01A-11R-A00Z-07 Primary solid Tumor TCGA-BH-A0DZ
## TCGA-BH-A0E0-11A-13R-A089-07 Solid Tissue Normal TCGA-BH-A0E0
## TCGA-BH-A0E0-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0E0
## TCGA-BH-A0E1-11A-13R-A089-07 Solid Tissue Normal TCGA-BH-A0E1
## TCGA-BH-A0E1-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0E1
## TCGA-BH-A0E2-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0E2
## TCGA-BH-A0E6-01A-11R-A034-07 Primary solid Tumor TCGA-BH-A0E6
## TCGA-BH-A0E7-01A-11R-A034-07 Primary solid Tumor TCGA-BH-A0E7
## TCGA-BH-A0E9-01B-11R-A115-07 Primary solid Tumor TCGA-BH-A0E9
## TCGA-BH-A0EA-01A-11R-A115-07 Primary solid Tumor TCGA-BH-A0EA
## TCGA-BH-A0EB-01A-11R-A034-07 Primary solid Tumor TCGA-BH-A0EB
## TCGA-BH-A0EE-01A-11R-A034-07 Primary solid Tumor TCGA-BH-A0EE
## TCGA-BH-A0EI-01A-11R-A115-07 Primary solid Tumor TCGA-BH-A0EI
## TCGA-BH-A0GY-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0GY
## TCGA-BH-A0GZ-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0GZ
## TCGA-BH-A0H0-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0H0
## TCGA-BH-A0H3-01A-11R-A12P-07 Primary solid Tumor TCGA-BH-A0H3
## TCGA-BH-A0H5-11A-62R-A115-07 Solid Tissue Normal TCGA-BH-A0H5
## TCGA-BH-A0H5-01A-21R-A115-07 Primary solid Tumor TCGA-BH-A0H5
## TCGA-BH-A0H6-01A-21R-A056-07 Primary solid Tumor TCGA-BH-A0H6
## TCGA-BH-A0H7-11A-13R-A089-07 Solid Tissue Normal TCGA-BH-A0H7
## TCGA-BH-A0H7-01A-13R-A056-07 Primary solid Tumor TCGA-BH-A0H7
## TCGA-BH-A0H9-11A-22R-A466-07 Solid Tissue Normal TCGA-BH-A0H9
## TCGA-BH-A0H9-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0H9
## TCGA-BH-A0HA-11A-31R-A12P-07 Solid Tissue Normal TCGA-BH-A0HA
## TCGA-BH-A0HA-01A-11R-A12P-07 Primary solid Tumor TCGA-BH-A0HA
## TCGA-BH-A0HB-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0HB
## TCGA-BH-A0HF-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0HF
## TCGA-BH-A0HI-01A-11R-A084-07 Primary solid Tumor TCGA-BH-A0HI
## TCGA-BH-A0HK-11A-11R-A089-07 Solid Tissue Normal TCGA-BH-A0HK
## TCGA-BH-A0HK-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0HK
## TCGA-BH-A0HL-01A-11R-A10U-07 Primary solid Tumor TCGA-BH-A0HL
## TCGA-BH-A0HN-01A-11R-A10U-07 Primary solid Tumor TCGA-BH-A0HN
## TCGA-BH-A0HO-01A-11R-A034-07 Primary solid Tumor TCGA-BH-A0HO
## TCGA-BH-A0HP-01A-12R-A084-07 Primary solid Tumor TCGA-BH-A0HP
## TCGA-BH-A0HQ-01A-11R-A034-07 Primary solid Tumor TCGA-BH-A0HQ
## TCGA-BH-A0HU-01A-11R-A034-07 Primary solid Tumor TCGA-BH-A0HU
## TCGA-BH-A0HW-01A-11R-A034-07 Primary solid Tumor TCGA-BH-A0HW
## TCGA-BH-A0HX-01A-21R-A056-07 Primary solid Tumor TCGA-BH-A0HX
## TCGA-BH-A0HY-01A-11R-A056-07 Primary solid Tumor TCGA-BH-A0HY
## TCGA-BH-A0RX-01A-21R-A084-07 Primary solid Tumor TCGA-BH-A0RX
## TCGA-BH-A0W3-01A-11R-A109-07 Primary solid Tumor TCGA-BH-A0W3
## TCGA-BH-A0W4-01A-11R-A109-07 Primary solid Tumor TCGA-BH-A0W4
## TCGA-BH-A0W5-01A-11R-A109-07 Primary solid Tumor TCGA-BH-A0W5
## TCGA-BH-A0W7-01A-11R-A115-07 Primary solid Tumor TCGA-BH-A0W7
## TCGA-BH-A0WA-01A-11R-A109-07 Primary solid Tumor TCGA-BH-A0WA
## TCGA-BH-A18F-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18F
## TCGA-BH-A18G-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18G
## TCGA-BH-A18H-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18H
## TCGA-BH-A18I-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18I
## TCGA-BH-A18J-11A-31R-A12D-07 Solid Tissue Normal TCGA-BH-A18J
## TCGA-BH-A18J-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18J
## TCGA-BH-A18K-11A-13R-A12D-07 Solid Tissue Normal TCGA-BH-A18K
## TCGA-BH-A18K-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18K
## TCGA-BH-A18L-11A-42R-A12D-07 Solid Tissue Normal TCGA-BH-A18L
## TCGA-BH-A18L-01A-32R-A12D-07 Primary solid Tumor TCGA-BH-A18L
## TCGA-BH-A18M-11A-33R-A12D-07 Solid Tissue Normal TCGA-BH-A18M
## TCGA-BH-A18M-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18M
## TCGA-BH-A18N-11A-43R-A12D-07 Solid Tissue Normal TCGA-BH-A18N
## TCGA-BH-A18N-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18N
## TCGA-BH-A18P-11A-43R-A12D-07 Solid Tissue Normal TCGA-BH-A18P
## TCGA-BH-A18P-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18P
## TCGA-BH-A18Q-11A-34R-A12D-07 Solid Tissue Normal TCGA-BH-A18Q
## TCGA-BH-A18Q-01A-12R-A12D-07 Primary solid Tumor TCGA-BH-A18Q
## TCGA-BH-A18R-11A-42R-A12D-07 Solid Tissue Normal TCGA-BH-A18R
## TCGA-BH-A18R-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18R
## TCGA-BH-A18S-11A-43R-A12D-07 Solid Tissue Normal TCGA-BH-A18S
## TCGA-BH-A18S-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18S
## TCGA-BH-A18T-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18T
## TCGA-BH-A18U-11A-23R-A12D-07 Solid Tissue Normal TCGA-BH-A18U
## TCGA-BH-A18U-01A-21R-A12D-07 Primary solid Tumor TCGA-BH-A18U
## TCGA-BH-A18V-11A-52R-A12D-07 Solid Tissue Normal TCGA-BH-A18V
## TCGA-BH-A18V-06A-11R-A213-07 Metastatic TCGA-BH-A18V
## TCGA-BH-A18V-01A-11R-A12D-07 Primary solid Tumor TCGA-BH-A18V
## TCGA-BH-A1EN-11A-23R-A13Q-07 Solid Tissue Normal TCGA-BH-A1EN
## TCGA-BH-A1EN-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1EN
## TCGA-BH-A1EO-11A-31R-A137-07 Solid Tissue Normal TCGA-BH-A1EO
## TCGA-BH-A1EO-01A-11R-A137-07 Primary solid Tumor TCGA-BH-A1EO
## TCGA-BH-A1ES-06A-12R-A24H-07 Metastatic TCGA-BH-A1ES
## TCGA-BH-A1ES-01A-11R-A137-07 Primary solid Tumor TCGA-BH-A1ES
## TCGA-BH-A1ET-11B-23R-A137-07 Solid Tissue Normal TCGA-BH-A1ET
## TCGA-BH-A1ET-01A-11R-A137-07 Primary solid Tumor TCGA-BH-A1ET
## TCGA-BH-A1EU-11A-23R-A137-07 Solid Tissue Normal TCGA-BH-A1EU
## TCGA-BH-A1EU-01A-11R-A137-07 Primary solid Tumor TCGA-BH-A1EU
## TCGA-BH-A1EV-11A-24R-A137-07 Solid Tissue Normal TCGA-BH-A1EV
## TCGA-BH-A1EV-01A-11R-A137-07 Primary solid Tumor TCGA-BH-A1EV
## TCGA-BH-A1EW-11B-33R-A137-07 Solid Tissue Normal TCGA-BH-A1EW
## TCGA-BH-A1EW-01A-11R-A137-07 Primary solid Tumor TCGA-BH-A1EW
## TCGA-BH-A1EX-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1EX
## TCGA-BH-A1EY-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1EY
## TCGA-BH-A1F0-11B-23R-A137-07 Solid Tissue Normal TCGA-BH-A1F0
## TCGA-BH-A1F0-01A-11R-A137-07 Primary solid Tumor TCGA-BH-A1F0
## TCGA-BH-A1F2-11A-32R-A13Q-07 Solid Tissue Normal TCGA-BH-A1F2
## TCGA-BH-A1F2-01A-31R-A13Q-07 Primary solid Tumor TCGA-BH-A1F2
## TCGA-BH-A1F5-01A-12R-A13Q-07 Primary solid Tumor TCGA-BH-A1F5
## TCGA-BH-A1F6-11B-94R-A13Q-07 Solid Tissue Normal TCGA-BH-A1F6
## TCGA-BH-A1F6-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1F6
## TCGA-BH-A1F8-11B-21R-A13Q-07 Solid Tissue Normal TCGA-BH-A1F8
## TCGA-BH-A1F8-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1F8
## TCGA-BH-A1FB-11A-33R-A13Q-07 Solid Tissue Normal TCGA-BH-A1FB
## TCGA-BH-A1FB-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1FB
## TCGA-BH-A1FC-11A-32R-A13Q-07 Solid Tissue Normal TCGA-BH-A1FC
## TCGA-BH-A1FC-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1FC
## TCGA-BH-A1FD-11B-21R-A13Q-07 Solid Tissue Normal TCGA-BH-A1FD
## TCGA-BH-A1FD-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1FD
## TCGA-BH-A1FE-11B-14R-A13Q-07 Solid Tissue Normal TCGA-BH-A1FE
## TCGA-BH-A1FE-06A-11R-A213-07 Metastatic TCGA-BH-A1FE
## TCGA-BH-A1FE-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1FE
## TCGA-BH-A1FG-11B-12R-A13Q-07 Solid Tissue Normal TCGA-BH-A1FG
## TCGA-BH-A1FG-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1FG
## TCGA-BH-A1FH-11B-42R-A13Q-07 Solid Tissue Normal TCGA-BH-A1FH
## TCGA-BH-A1FH-01A-12R-A13Q-07 Primary solid Tumor TCGA-BH-A1FH
## TCGA-BH-A1FJ-11B-42R-A13Q-07 Solid Tissue Normal TCGA-BH-A1FJ
## TCGA-BH-A1FJ-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1FJ
## TCGA-BH-A1FL-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1FL
## TCGA-BH-A1FM-11B-23R-A13Q-07 Solid Tissue Normal TCGA-BH-A1FM
## TCGA-BH-A1FM-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1FM
## TCGA-BH-A1FN-11A-34R-A13Q-07 Solid Tissue Normal TCGA-BH-A1FN
## TCGA-BH-A1FN-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1FN
## TCGA-BH-A1FR-11B-42R-A13Q-07 Solid Tissue Normal TCGA-BH-A1FR
## TCGA-BH-A1FR-01A-11R-A13Q-07 Primary solid Tumor TCGA-BH-A1FR
## TCGA-BH-A1FU-11A-23R-A14D-07 Solid Tissue Normal TCGA-BH-A1FU
## TCGA-BH-A1FU-01A-11R-A14D-07 Primary solid Tumor TCGA-BH-A1FU
## TCGA-BH-A201-01A-11R-A14M-07 Primary solid Tumor TCGA-BH-A201
## TCGA-BH-A202-01A-11R-A14M-07 Primary solid Tumor TCGA-BH-A202
## TCGA-BH-A203-11A-42R-A169-07 Solid Tissue Normal TCGA-BH-A203
## TCGA-BH-A203-01A-12R-A169-07 Primary solid Tumor TCGA-BH-A203
## TCGA-BH-A204-11A-53R-A157-07 Solid Tissue Normal TCGA-BH-A204
## TCGA-BH-A204-01A-11R-A157-07 Primary solid Tumor TCGA-BH-A204
## TCGA-BH-A208-11A-51R-A157-07 Solid Tissue Normal TCGA-BH-A208
## TCGA-BH-A208-01A-11R-A157-07 Primary solid Tumor TCGA-BH-A208
## TCGA-BH-A209-11A-42R-A157-07 Solid Tissue Normal TCGA-BH-A209
## TCGA-BH-A209-01A-11R-A157-07 Primary solid Tumor TCGA-BH-A209
## TCGA-BH-A28O-01A-11R-A22K-07 Primary solid Tumor TCGA-BH-A28O
## TCGA-BH-A28Q-01A-11R-A16F-07 Primary solid Tumor TCGA-BH-A28Q
## TCGA-BH-A2L8-01A-11R-A18M-07 Primary solid Tumor TCGA-BH-A2L8
## TCGA-BH-A42T-01A-11R-A24H-07 Primary solid Tumor TCGA-BH-A42T
## TCGA-BH-A42U-01A-12R-A24H-07 Primary solid Tumor TCGA-BH-A42U
## TCGA-BH-A42V-01A-11R-A24H-07 Primary solid Tumor TCGA-BH-A42V
## TCGA-BH-A5IZ-01A-11R-A27Q-07 Primary solid Tumor TCGA-BH-A5IZ
## TCGA-BH-A5J0-01A-11R-A27Q-07 Primary solid Tumor TCGA-BH-A5J0
## TCGA-BH-A6R8-01A-21R-A33J-07 Primary solid Tumor TCGA-BH-A6R8
## TCGA-BH-A6R9-01A-21R-A32P-07 Primary solid Tumor TCGA-BH-A6R9
## TCGA-BH-A8FY-01A-11R-A36F-07 Primary solid Tumor TCGA-BH-A8FY
## TCGA-BH-A8FZ-01A-11R-A352-07 Primary solid Tumor TCGA-BH-A8FZ
## TCGA-BH-A8G0-01A-11R-A352-07 Primary solid Tumor TCGA-BH-A8G0
## TCGA-BH-AB28-01A-31R-A41B-07 Primary solid Tumor TCGA-BH-AB28
## TCGA-C8-A12K-01A-21R-A115-07 Primary solid Tumor TCGA-C8-A12K
## TCGA-C8-A12L-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12L
## TCGA-C8-A12M-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12M
## TCGA-C8-A12N-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12N
## TCGA-C8-A12O-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12O
## TCGA-C8-A12P-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12P
## TCGA-C8-A12Q-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12Q
## TCGA-C8-A12T-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12T
## TCGA-C8-A12U-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12U
## TCGA-C8-A12V-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12V
## TCGA-C8-A12W-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12W
## TCGA-C8-A12X-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12X
## TCGA-C8-A12Y-01A-11R-A12D-07 Primary solid Tumor TCGA-C8-A12Y
## TCGA-C8-A12Z-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A12Z
## TCGA-C8-A130-01A-31R-A115-07 Primary solid Tumor TCGA-C8-A130
## TCGA-C8-A131-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A131
## TCGA-C8-A132-01A-31R-A115-07 Primary solid Tumor TCGA-C8-A132
## TCGA-C8-A133-01A-32R-A12D-07 Primary solid Tumor TCGA-C8-A133
## TCGA-C8-A134-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A134
## TCGA-C8-A135-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A135
## TCGA-C8-A137-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A137
## TCGA-C8-A138-01A-11R-A115-07 Primary solid Tumor TCGA-C8-A138
## TCGA-C8-A1HE-01A-11R-A13Q-07 Primary solid Tumor TCGA-C8-A1HE
## TCGA-C8-A1HF-01A-11R-A137-07 Primary solid Tumor TCGA-C8-A1HF
## TCGA-C8-A1HG-01A-11R-A137-07 Primary solid Tumor TCGA-C8-A1HG
## TCGA-C8-A1HI-01A-11R-A137-07 Primary solid Tumor TCGA-C8-A1HI
## TCGA-C8-A1HJ-01A-11R-A13Q-07 Primary solid Tumor TCGA-C8-A1HJ
## TCGA-C8-A1HK-01A-21R-A13Q-07 Primary solid Tumor TCGA-C8-A1HK
## TCGA-C8-A1HL-01A-11R-A137-07 Primary solid Tumor TCGA-C8-A1HL
## TCGA-C8-A1HM-01A-12R-A137-07 Primary solid Tumor TCGA-C8-A1HM
## TCGA-C8-A1HN-01A-11R-A137-07 Primary solid Tumor TCGA-C8-A1HN
## TCGA-C8-A1HO-01A-11R-A13Q-07 Primary solid Tumor TCGA-C8-A1HO
## TCGA-C8-A26V-01A-11R-A16F-07 Primary solid Tumor TCGA-C8-A26V
## TCGA-C8-A26W-01A-11R-A16F-07 Primary solid Tumor TCGA-C8-A26W
## TCGA-C8-A26X-01A-31R-A16F-07 Primary solid Tumor TCGA-C8-A26X
## TCGA-C8-A26Y-01A-11R-A16F-07 Primary solid Tumor TCGA-C8-A26Y
## TCGA-C8-A26Z-01A-11R-A16F-07 Primary solid Tumor TCGA-C8-A26Z
## TCGA-C8-A273-01A-11R-A16F-07 Primary solid Tumor TCGA-C8-A273
## TCGA-C8-A274-01A-11R-A16F-07 Primary solid Tumor TCGA-C8-A274
## TCGA-C8-A275-01A-21R-A16F-07 Primary solid Tumor TCGA-C8-A275
## TCGA-C8-A278-01A-11R-A169-07 Primary solid Tumor TCGA-C8-A278
## TCGA-C8-A27A-01A-11R-A169-07 Primary solid Tumor TCGA-C8-A27A
## TCGA-C8-A27B-01A-11R-A169-07 Primary solid Tumor TCGA-C8-A27B
## TCGA-C8-A3M7-01A-12R-A21T-07 Primary solid Tumor TCGA-C8-A3M7
## TCGA-C8-A3M8-01A-11R-A213-07 Primary solid Tumor TCGA-C8-A3M8
## TCGA-C8-A8HP-01A-11R-A36F-07 Primary solid Tumor TCGA-C8-A8HP
## TCGA-C8-A8HQ-01A-11R-A36F-07 Primary solid Tumor TCGA-C8-A8HQ
## TCGA-C8-A8HR-01A-11R-A36F-07 Primary solid Tumor TCGA-C8-A8HR
## TCGA-D8-A13Y-01A-11R-A115-07 Primary solid Tumor TCGA-D8-A13Y
## TCGA-D8-A13Z-01A-11R-A115-07 Primary solid Tumor TCGA-D8-A13Z
## TCGA-D8-A140-01A-11R-A115-07 Primary solid Tumor TCGA-D8-A140
## TCGA-D8-A141-01A-11R-A115-07 Primary solid Tumor TCGA-D8-A141
## TCGA-D8-A142-01A-11R-A115-07 Primary solid Tumor TCGA-D8-A142
## TCGA-D8-A143-01A-11R-A115-07 Primary solid Tumor TCGA-D8-A143
## TCGA-D8-A145-01A-11R-A115-07 Primary solid Tumor TCGA-D8-A145
## TCGA-D8-A146-01A-31R-A115-07 Primary solid Tumor TCGA-D8-A146
## TCGA-D8-A147-01A-11R-A115-07 Primary solid Tumor TCGA-D8-A147
## TCGA-D8-A1J8-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1J8
## TCGA-D8-A1J9-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1J9
## TCGA-D8-A1JA-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JA
## TCGA-D8-A1JB-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JB
## TCGA-D8-A1JC-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JC
## TCGA-D8-A1JD-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JD
## TCGA-D8-A1JE-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JE
## TCGA-D8-A1JF-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JF
## TCGA-D8-A1JG-01B-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JG
## TCGA-D8-A1JH-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JH
## TCGA-D8-A1JI-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JI
## TCGA-D8-A1JJ-01A-31R-A14M-07 Primary solid Tumor TCGA-D8-A1JJ
## TCGA-D8-A1JK-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JK
## TCGA-D8-A1JL-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JL
## TCGA-D8-A1JM-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JM
## TCGA-D8-A1JN-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JN
## TCGA-D8-A1JP-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JP
## TCGA-D8-A1JS-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JS
## TCGA-D8-A1JT-01A-31R-A13Q-07 Primary solid Tumor TCGA-D8-A1JT
## TCGA-D8-A1JU-01A-11R-A13Q-07 Primary solid Tumor TCGA-D8-A1JU
## TCGA-D8-A1X5-01A-11R-A14D-07 Primary solid Tumor TCGA-D8-A1X5
## TCGA-D8-A1X6-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1X6
## TCGA-D8-A1X7-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1X7
## TCGA-D8-A1X8-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1X8
## TCGA-D8-A1X9-01A-12R-A157-07 Primary solid Tumor TCGA-D8-A1X9
## TCGA-D8-A1XA-01A-11R-A14D-07 Primary solid Tumor TCGA-D8-A1XA
## TCGA-D8-A1XB-01A-11R-A14D-07 Primary solid Tumor TCGA-D8-A1XB
## TCGA-D8-A1XC-01A-11R-A14D-07 Primary solid Tumor TCGA-D8-A1XC
## TCGA-D8-A1XD-01A-11R-A14D-07 Primary solid Tumor TCGA-D8-A1XD
## TCGA-D8-A1XF-01A-11R-A14D-07 Primary solid Tumor TCGA-D8-A1XF
## TCGA-D8-A1XG-01A-11R-A14D-07 Primary solid Tumor TCGA-D8-A1XG
## TCGA-D8-A1XJ-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XJ
## TCGA-D8-A1XK-01A-21R-A14M-07 Primary solid Tumor TCGA-D8-A1XK
## TCGA-D8-A1XL-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XL
## TCGA-D8-A1XM-01A-21R-A14M-07 Primary solid Tumor TCGA-D8-A1XM
## TCGA-D8-A1XO-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XO
## TCGA-D8-A1XQ-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XQ
## TCGA-D8-A1XR-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XR
## TCGA-D8-A1XS-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XS
## TCGA-D8-A1XT-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XT
## TCGA-D8-A1XU-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XU
## TCGA-D8-A1XV-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XV
## TCGA-D8-A1XW-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XW
## TCGA-D8-A1XY-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XY
## TCGA-D8-A1XZ-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1XZ
## TCGA-D8-A1Y0-01A-11R-A14M-07 Primary solid Tumor TCGA-D8-A1Y0
## TCGA-D8-A1Y1-01A-21R-A14M-07 Primary solid Tumor TCGA-D8-A1Y1
## TCGA-D8-A1Y2-01A-11R-A157-07 Primary solid Tumor TCGA-D8-A1Y2
## TCGA-D8-A1Y3-01A-11R-A157-07 Primary solid Tumor TCGA-D8-A1Y3
## TCGA-D8-A27E-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27E
## TCGA-D8-A27F-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27F
## TCGA-D8-A27G-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27G
## TCGA-D8-A27H-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27H
## TCGA-D8-A27I-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27I
## TCGA-D8-A27K-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27K
## TCGA-D8-A27L-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27L
## TCGA-D8-A27M-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27M
## TCGA-D8-A27N-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27N
## TCGA-D8-A27P-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27P
## TCGA-D8-A27R-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27R
## TCGA-D8-A27T-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27T
## TCGA-D8-A27V-01A-12R-A17B-07 Primary solid Tumor TCGA-D8-A27V
## TCGA-D8-A27W-01A-11R-A16F-07 Primary solid Tumor TCGA-D8-A27W
## TCGA-D8-A3Z5-01A-41R-A24H-07 Primary solid Tumor TCGA-D8-A3Z5
## TCGA-D8-A3Z6-01A-11R-A239-07 Primary solid Tumor TCGA-D8-A3Z6
## TCGA-D8-A4Z1-01A-21R-A266-07 Primary solid Tumor TCGA-D8-A4Z1
## TCGA-D8-A73U-01A-11R-A33J-07 Primary solid Tumor TCGA-D8-A73U
## TCGA-D8-A73W-01A-22R-A352-07 Primary solid Tumor TCGA-D8-A73W
## TCGA-D8-A73X-01A-11R-A32P-07 Primary solid Tumor TCGA-D8-A73X
## TCGA-E2-A105-01A-11R-A10J-07 Primary solid Tumor TCGA-E2-A105
## TCGA-E2-A106-01A-11R-A10J-07 Primary solid Tumor TCGA-E2-A106
## TCGA-E2-A107-01A-11R-A10J-07 Primary solid Tumor TCGA-E2-A107
## TCGA-E2-A108-01A-13R-A10J-07 Primary solid Tumor TCGA-E2-A108
## TCGA-E2-A109-01A-11R-A10J-07 Primary solid Tumor TCGA-E2-A109
## TCGA-E2-A10A-01A-21R-A115-07 Primary solid Tumor TCGA-E2-A10A
## TCGA-E2-A10B-01A-11R-A10J-07 Primary solid Tumor TCGA-E2-A10B
## TCGA-E2-A10C-01A-21R-A10J-07 Primary solid Tumor TCGA-E2-A10C
## TCGA-E2-A10E-01A-21R-A10J-07 Primary solid Tumor TCGA-E2-A10E
## TCGA-E2-A10F-01A-11R-A10J-07 Primary solid Tumor TCGA-E2-A10F
## TCGA-E2-A14N-01A-31R-A137-07 Primary solid Tumor TCGA-E2-A14N
## TCGA-E2-A14O-01A-31R-A115-07 Primary solid Tumor TCGA-E2-A14O
## TCGA-E2-A14P-01A-31R-A12D-07 Primary solid Tumor TCGA-E2-A14P
## TCGA-E2-A14Q-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A14Q
## TCGA-E2-A14R-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A14R
## TCGA-E2-A14S-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A14S
## TCGA-E2-A14T-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A14T
## TCGA-E2-A14U-01A-11R-A22K-07 Primary solid Tumor TCGA-E2-A14U
## TCGA-E2-A14V-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A14V
## TCGA-E2-A14W-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A14W
## TCGA-E2-A14X-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A14X
## TCGA-E2-A14Y-01A-21R-A12D-07 Primary solid Tumor TCGA-E2-A14Y
## TCGA-E2-A14Z-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A14Z
## TCGA-E2-A150-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A150
## TCGA-E2-A152-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A152
## TCGA-E2-A153-11A-31R-A12D-07 Solid Tissue Normal TCGA-E2-A153
## TCGA-E2-A153-01A-12R-A12D-07 Primary solid Tumor TCGA-E2-A153
## TCGA-E2-A154-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A154
## TCGA-E2-A155-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A155
## TCGA-E2-A156-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A156
## TCGA-E2-A158-11A-22R-A12D-07 Solid Tissue Normal TCGA-E2-A158
## TCGA-E2-A158-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A158
## TCGA-E2-A159-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A159
## TCGA-E2-A15A-06A-11R-A12D-07 Metastatic TCGA-E2-A15A
## TCGA-E2-A15A-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A15A
## TCGA-E2-A15C-01A-31R-A12D-07 Primary solid Tumor TCGA-E2-A15C
## TCGA-E2-A15D-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A15D
## TCGA-E2-A15E-06A-11R-A12D-07 Metastatic TCGA-E2-A15E
## TCGA-E2-A15E-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A15E
## TCGA-E2-A15F-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A15F
## TCGA-E2-A15G-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A15G
## TCGA-E2-A15H-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A15H
## TCGA-E2-A15I-11A-32R-A137-07 Solid Tissue Normal TCGA-E2-A15I
## TCGA-E2-A15I-01A-21R-A137-07 Primary solid Tumor TCGA-E2-A15I
## TCGA-E2-A15J-01A-11R-A12P-07 Primary solid Tumor TCGA-E2-A15J
## TCGA-E2-A15K-11A-13R-A12P-07 Solid Tissue Normal TCGA-E2-A15K
## TCGA-E2-A15K-06A-11R-A12P-07 Metastatic TCGA-E2-A15K
## TCGA-E2-A15K-01A-11R-A12P-07 Primary solid Tumor TCGA-E2-A15K
## TCGA-E2-A15L-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A15L
## TCGA-E2-A15M-11A-22R-A12D-07 Solid Tissue Normal TCGA-E2-A15M
## TCGA-E2-A15M-01A-11R-A12D-07 Primary solid Tumor TCGA-E2-A15M
## TCGA-E2-A15O-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A15O
## TCGA-E2-A15P-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A15P
## TCGA-E2-A15R-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A15R
## TCGA-E2-A15S-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A15S
## TCGA-E2-A15T-01A-11R-A115-07 Primary solid Tumor TCGA-E2-A15T
## TCGA-E2-A1AZ-01A-11R-A12P-07 Primary solid Tumor TCGA-E2-A1AZ
## TCGA-E2-A1B0-01A-11R-A12P-07 Primary solid Tumor TCGA-E2-A1B0
## TCGA-E2-A1B1-01A-21R-A12P-07 Primary solid Tumor TCGA-E2-A1B1
## TCGA-E2-A1B4-01A-11R-A12P-07 Primary solid Tumor TCGA-E2-A1B4
## TCGA-E2-A1B5-01A-21R-A12P-07 Primary solid Tumor TCGA-E2-A1B5
## TCGA-E2-A1B6-01A-31R-A12P-07 Primary solid Tumor TCGA-E2-A1B6
## TCGA-E2-A1BC-11A-32R-A12P-07 Solid Tissue Normal TCGA-E2-A1BC
## TCGA-E2-A1BC-01A-11R-A12P-07 Primary solid Tumor TCGA-E2-A1BC
## TCGA-E2-A1BD-01A-11R-A12P-07 Primary solid Tumor TCGA-E2-A1BD
## TCGA-E2-A1IE-01A-11R-A13Q-07 Primary solid Tumor TCGA-E2-A1IE
## TCGA-E2-A1IF-01A-11R-A144-07 Primary solid Tumor TCGA-E2-A1IF
## TCGA-E2-A1IG-11A-22R-A144-07 Solid Tissue Normal TCGA-E2-A1IG
## TCGA-E2-A1IG-01A-11R-A144-07 Primary solid Tumor TCGA-E2-A1IG
## TCGA-E2-A1IH-01A-11R-A13Q-07 Primary solid Tumor TCGA-E2-A1IH
## TCGA-E2-A1II-01A-11R-A144-07 Primary solid Tumor TCGA-E2-A1II
## TCGA-E2-A1IJ-01A-11R-A144-07 Primary solid Tumor TCGA-E2-A1IJ
## TCGA-E2-A1IK-01A-11R-A144-07 Primary solid Tumor TCGA-E2-A1IK
## TCGA-E2-A1IL-01A-11R-A14D-07 Primary solid Tumor TCGA-E2-A1IL
## TCGA-E2-A1IN-01A-11R-A13Q-07 Primary solid Tumor TCGA-E2-A1IN
## TCGA-E2-A1IO-01A-11R-A144-07 Primary solid Tumor TCGA-E2-A1IO
## TCGA-E2-A1IU-01A-11R-A14D-07 Primary solid Tumor TCGA-E2-A1IU
## TCGA-E2-A1L6-01A-11R-A13Q-07 Primary solid Tumor TCGA-E2-A1L6
## TCGA-E2-A1L7-11A-33R-A144-07 Solid Tissue Normal TCGA-E2-A1L7
## TCGA-E2-A1L7-01A-11R-A144-07 Primary solid Tumor TCGA-E2-A1L7
## TCGA-E2-A1L8-01A-11R-A13Q-07 Primary solid Tumor TCGA-E2-A1L8
## TCGA-E2-A1L9-01A-11R-A13Q-07 Primary solid Tumor TCGA-E2-A1L9
## TCGA-E2-A1LA-01A-11R-A144-07 Primary solid Tumor TCGA-E2-A1LA
## TCGA-E2-A1LB-11A-22R-A144-07 Solid Tissue Normal TCGA-E2-A1LB
## TCGA-E2-A1LB-01A-11R-A144-07 Primary solid Tumor TCGA-E2-A1LB
## TCGA-E2-A1LE-01A-12R-A19W-07 Primary solid Tumor TCGA-E2-A1LE
## TCGA-E2-A1LG-01A-21R-A14M-07 Primary solid Tumor TCGA-E2-A1LG
## TCGA-E2-A1LH-11A-22R-A14D-07 Solid Tissue Normal TCGA-E2-A1LH
## TCGA-E2-A1LH-01A-11R-A14D-07 Primary solid Tumor TCGA-E2-A1LH
## TCGA-E2-A1LI-01A-12R-A157-07 Primary solid Tumor TCGA-E2-A1LI
## TCGA-E2-A1LK-01A-21R-A14D-07 Primary solid Tumor TCGA-E2-A1LK
## TCGA-E2-A1LL-01A-11R-A144-07 Primary solid Tumor TCGA-E2-A1LL
## TCGA-E2-A1LS-11A-32R-A157-07 Solid Tissue Normal TCGA-E2-A1LS
## TCGA-E2-A1LS-01A-12R-A157-07 Primary solid Tumor TCGA-E2-A1LS
## TCGA-E2-A2P5-01A-11R-A19W-07 Primary solid Tumor TCGA-E2-A2P5
## TCGA-E2-A2P6-01A-11R-A19W-07 Primary solid Tumor TCGA-E2-A2P6
## TCGA-E2-A3DX-01A-21R-A213-07 Primary solid Tumor TCGA-E2-A3DX
## TCGA-E2-A56Z-01A-12R-A29R-07 Primary solid Tumor TCGA-E2-A56Z
## TCGA-E2-A570-01A-11R-A29R-07 Primary solid Tumor TCGA-E2-A570
## TCGA-E2-A572-01A-13R-A31O-07 Primary solid Tumor TCGA-E2-A572
## TCGA-E2-A573-01A-11R-A29R-07 Primary solid Tumor TCGA-E2-A573
## TCGA-E2-A574-01A-11R-A29R-07 Primary solid Tumor TCGA-E2-A574
## TCGA-E2-A576-01A-11R-A31O-07 Primary solid Tumor TCGA-E2-A576
## TCGA-E2-A9RU-01A-11R-A41B-07 Primary solid Tumor TCGA-E2-A9RU
## TCGA-E9-A1N3-01A-12R-A157-07 Primary solid Tumor TCGA-E9-A1N3
## TCGA-E9-A1N4-11A-33R-A14M-07 Solid Tissue Normal TCGA-E9-A1N4
## TCGA-E9-A1N4-01A-11R-A14M-07 Primary solid Tumor TCGA-E9-A1N4
## TCGA-E9-A1N5-11A-41R-A14D-07 Solid Tissue Normal TCGA-E9-A1N5
## TCGA-E9-A1N5-01A-11R-A14D-07 Primary solid Tumor TCGA-E9-A1N5
## TCGA-E9-A1N6-11A-32R-A144-07 Solid Tissue Normal TCGA-E9-A1N6
## TCGA-E9-A1N6-01A-11R-A144-07 Primary solid Tumor TCGA-E9-A1N6
## TCGA-E9-A1N8-01A-11R-A144-07 Primary solid Tumor TCGA-E9-A1N8
## TCGA-E9-A1N9-11A-71R-A14D-07 Solid Tissue Normal TCGA-E9-A1N9
## TCGA-E9-A1N9-01A-11R-A14D-07 Primary solid Tumor TCGA-E9-A1N9
## TCGA-E9-A1NA-11A-33R-A144-07 Solid Tissue Normal TCGA-E9-A1NA
## TCGA-E9-A1NA-01A-11R-A144-07 Primary solid Tumor TCGA-E9-A1NA
## TCGA-E9-A1NC-01A-21R-A26B-07 Primary solid Tumor TCGA-E9-A1NC
## TCGA-E9-A1ND-11A-43R-A144-07 Solid Tissue Normal TCGA-E9-A1ND
## TCGA-E9-A1ND-01A-11R-A144-07 Primary solid Tumor TCGA-E9-A1ND
## TCGA-E9-A1NE-01A-21R-A14M-07 Primary solid Tumor TCGA-E9-A1NE
## TCGA-E9-A1NF-11A-73R-A14D-07 Solid Tissue Normal TCGA-E9-A1NF
## TCGA-E9-A1NF-01A-11R-A14D-07 Primary solid Tumor TCGA-E9-A1NF
## TCGA-E9-A1NG-11A-52R-A14M-07 Solid Tissue Normal TCGA-E9-A1NG
## TCGA-E9-A1NG-01A-21R-A14M-07 Primary solid Tumor TCGA-E9-A1NG
## TCGA-E9-A1NH-01A-11R-A14D-07 Primary solid Tumor TCGA-E9-A1NH
## TCGA-E9-A1NI-01A-11R-A14D-07 Primary solid Tumor TCGA-E9-A1NI
## TCGA-E9-A1QZ-01A-21R-A169-07 Primary solid Tumor TCGA-E9-A1QZ
## TCGA-E9-A1R0-01A-22R-A16F-07 Primary solid Tumor TCGA-E9-A1R0
## TCGA-E9-A1R2-01A-11R-A14D-07 Primary solid Tumor TCGA-E9-A1R2
## TCGA-E9-A1R3-01A-31R-A14M-07 Primary solid Tumor TCGA-E9-A1R3
## TCGA-E9-A1R4-01A-21R-A14D-07 Primary solid Tumor TCGA-E9-A1R4
## TCGA-E9-A1R5-01A-11R-A14M-07 Primary solid Tumor TCGA-E9-A1R5
## TCGA-E9-A1R6-01A-11R-A14D-07 Primary solid Tumor TCGA-E9-A1R6
## TCGA-E9-A1R7-11A-42R-A14M-07 Solid Tissue Normal TCGA-E9-A1R7
## TCGA-E9-A1R7-01A-11R-A14M-07 Primary solid Tumor TCGA-E9-A1R7
## TCGA-E9-A1RA-01A-11R-A14D-07 Primary solid Tumor TCGA-E9-A1RA
## TCGA-E9-A1RB-11A-33R-A157-07 Solid Tissue Normal TCGA-E9-A1RB
## TCGA-E9-A1RB-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A1RB
## TCGA-E9-A1RC-11A-33R-A157-07 Solid Tissue Normal TCGA-E9-A1RC
## TCGA-E9-A1RC-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A1RC
## TCGA-E9-A1RD-11A-33R-A157-07 Solid Tissue Normal TCGA-E9-A1RD
## TCGA-E9-A1RD-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A1RD
## TCGA-E9-A1RE-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A1RE
## TCGA-E9-A1RF-11A-32R-A157-07 Solid Tissue Normal TCGA-E9-A1RF
## TCGA-E9-A1RF-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A1RF
## TCGA-E9-A1RG-01A-11R-A14D-07 Primary solid Tumor TCGA-E9-A1RG
## TCGA-E9-A1RH-11A-34R-A169-07 Solid Tissue Normal TCGA-E9-A1RH
## TCGA-E9-A1RH-01A-21R-A169-07 Primary solid Tumor TCGA-E9-A1RH
## TCGA-E9-A1RI-11A-41R-A169-07 Solid Tissue Normal TCGA-E9-A1RI
## TCGA-E9-A1RI-01A-11R-A169-07 Primary solid Tumor TCGA-E9-A1RI
## TCGA-E9-A226-01A-21R-A157-07 Primary solid Tumor TCGA-E9-A226
## TCGA-E9-A227-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A227
## TCGA-E9-A228-01A-31R-A157-07 Primary solid Tumor TCGA-E9-A228
## TCGA-E9-A229-01A-31R-A157-07 Primary solid Tumor TCGA-E9-A229
## TCGA-E9-A22A-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A22A
## TCGA-E9-A22B-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A22B
## TCGA-E9-A22D-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A22D
## TCGA-E9-A22E-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A22E
## TCGA-E9-A22G-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A22G
## TCGA-E9-A22H-01A-11R-A157-07 Primary solid Tumor TCGA-E9-A22H
## TCGA-E9-A243-01A-21R-A169-07 Primary solid Tumor TCGA-E9-A243
## TCGA-E9-A244-01A-11R-A169-07 Primary solid Tumor TCGA-E9-A244
## TCGA-E9-A245-01A-22R-A16F-07 Primary solid Tumor TCGA-E9-A245
## TCGA-E9-A247-01A-11R-A169-07 Primary solid Tumor TCGA-E9-A247
## TCGA-E9-A248-01A-11R-A169-07 Primary solid Tumor TCGA-E9-A248
## TCGA-E9-A249-01A-11R-A169-07 Primary solid Tumor TCGA-E9-A249
## TCGA-E9-A24A-01A-11R-A169-07 Primary solid Tumor TCGA-E9-A24A
## TCGA-E9-A295-01A-11R-A16F-07 Primary solid Tumor TCGA-E9-A295
## TCGA-E9-A2JS-01A-11R-A180-07 Primary solid Tumor TCGA-E9-A2JS
## TCGA-E9-A2JT-01A-22R-A18M-07 Primary solid Tumor TCGA-E9-A2JT
## TCGA-E9-A3HO-01A-11R-A213-07 Primary solid Tumor TCGA-E9-A3HO
## TCGA-E9-A3Q9-01A-11R-A21T-07 Primary solid Tumor TCGA-E9-A3Q9
## TCGA-E9-A3QA-01A-61R-A22K-07 Primary solid Tumor TCGA-E9-A3QA
## TCGA-E9-A3X8-01A-31R-A22U-07 Primary solid Tumor TCGA-E9-A3X8
## TCGA-E9-A54X-01A-11R-A266-07 Primary solid Tumor TCGA-E9-A54X
## TCGA-E9-A54Y-01A-11R-A466-07 Primary solid Tumor TCGA-E9-A54Y
## TCGA-E9-A5FK-01A-11R-A27Q-07 Primary solid Tumor TCGA-E9-A5FK
## TCGA-E9-A5FL-01A-11R-A27Q-07 Primary solid Tumor TCGA-E9-A5FL
## TCGA-E9-A5UO-01A-11R-A28M-07 Primary solid Tumor TCGA-E9-A5UO
## TCGA-E9-A5UP-01A-11R-A28M-07 Primary solid Tumor TCGA-E9-A5UP
## TCGA-E9-A6HE-01A-11R-A31O-07 Primary solid Tumor TCGA-E9-A6HE
## TCGA-EW-A1IW-01A-11R-A13Q-07 Primary solid Tumor TCGA-EW-A1IW
## TCGA-EW-A1IX-01A-12R-A144-07 Primary solid Tumor TCGA-EW-A1IX
## TCGA-EW-A1IY-01A-11R-A13Q-07 Primary solid Tumor TCGA-EW-A1IY
## TCGA-EW-A1IZ-01A-11R-A13Q-07 Primary solid Tumor TCGA-EW-A1IZ
## TCGA-EW-A1J1-01A-11R-A13Q-07 Primary solid Tumor TCGA-EW-A1J1
## TCGA-EW-A1J2-01A-21R-A13Q-07 Primary solid Tumor TCGA-EW-A1J2
## TCGA-EW-A1J3-01A-11R-A13Q-07 Primary solid Tumor TCGA-EW-A1J3
## TCGA-EW-A1J5-01A-11R-A13Q-07 Primary solid Tumor TCGA-EW-A1J5
## TCGA-EW-A1J6-01A-11R-A13Q-07 Primary solid Tumor TCGA-EW-A1J6
## TCGA-EW-A1OV-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1OV
## TCGA-EW-A1OW-01A-21R-A144-07 Primary solid Tumor TCGA-EW-A1OW
## TCGA-EW-A1OX-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1OX
## TCGA-EW-A1OY-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1OY
## TCGA-EW-A1OZ-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1OZ
## TCGA-EW-A1P0-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1P0
## TCGA-EW-A1P1-01A-31R-A14D-07 Primary solid Tumor TCGA-EW-A1P1
## TCGA-EW-A1P3-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1P3
## TCGA-EW-A1P4-01A-21R-A144-07 Primary solid Tumor TCGA-EW-A1P4
## TCGA-EW-A1P5-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1P5
## TCGA-EW-A1P6-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1P6
## TCGA-EW-A1P7-01A-21R-A144-07 Primary solid Tumor TCGA-EW-A1P7
## TCGA-EW-A1P8-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1P8
## TCGA-EW-A1PA-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1PA
## TCGA-EW-A1PB-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1PB
## TCGA-EW-A1PC-01B-11R-A21T-07 Primary solid Tumor TCGA-EW-A1PC
## TCGA-EW-A1PD-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1PD
## TCGA-EW-A1PE-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1PE
## TCGA-EW-A1PF-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1PF
## TCGA-EW-A1PG-01A-11R-A144-07 Primary solid Tumor TCGA-EW-A1PG
## TCGA-EW-A1PH-01A-11R-A14M-07 Primary solid Tumor TCGA-EW-A1PH
## TCGA-EW-A2FR-01A-11R-A21T-07 Primary solid Tumor TCGA-EW-A2FR
## TCGA-EW-A2FS-01A-11R-A17B-07 Primary solid Tumor TCGA-EW-A2FS
## TCGA-EW-A2FV-01A-11R-A17B-07 Primary solid Tumor TCGA-EW-A2FV
## TCGA-EW-A2FW-01A-11R-A17B-07 Primary solid Tumor TCGA-EW-A2FW
## TCGA-EW-A3E8-01B-11R-A24H-07 Primary solid Tumor TCGA-EW-A3E8
## TCGA-EW-A3U0-01A-11R-A22K-07 Primary solid Tumor TCGA-EW-A3U0
## TCGA-EW-A423-01A-11R-A24H-07 Primary solid Tumor TCGA-EW-A423
## TCGA-EW-A424-01A-11R-A24H-07 Primary solid Tumor TCGA-EW-A424
## TCGA-EW-A6S9-01A-22R-A33J-07 Primary solid Tumor TCGA-EW-A6S9
## TCGA-EW-A6SA-01A-21R-A32P-07 Primary solid Tumor TCGA-EW-A6SA
## TCGA-EW-A6SB-01A-12R-A32P-07 Primary solid Tumor TCGA-EW-A6SB
## TCGA-EW-A6SC-01A-12R-A32P-07 Primary solid Tumor TCGA-EW-A6SC
## TCGA-EW-A6SD-01A-12R-A33J-07 Primary solid Tumor TCGA-EW-A6SD
## TCGA-GI-A2C8-11A-22R-A16F-07 Solid Tissue Normal TCGA-GI-A2C8
## TCGA-GI-A2C8-01A-11R-A16F-07 Primary solid Tumor TCGA-GI-A2C8
## TCGA-GI-A2C9-11A-22R-A21T-07 Solid Tissue Normal TCGA-GI-A2C9
## TCGA-GI-A2C9-01A-11R-A21T-07 Primary solid Tumor TCGA-GI-A2C9
## TCGA-GM-A2D9-01A-11R-A18M-07 Primary solid Tumor TCGA-GM-A2D9
## TCGA-GM-A2DA-01A-11R-A18M-07 Primary solid Tumor TCGA-GM-A2DA
## TCGA-GM-A2DB-01A-31R-A18M-07 Primary solid Tumor TCGA-GM-A2DB
## TCGA-GM-A2DC-01A-11R-A18M-07 Primary solid Tumor TCGA-GM-A2DC
## TCGA-GM-A2DD-01A-11R-A180-07 Primary solid Tumor TCGA-GM-A2DD
## TCGA-GM-A2DF-01A-11R-A180-07 Primary solid Tumor TCGA-GM-A2DF
## TCGA-GM-A2DH-01A-11R-A180-07 Primary solid Tumor TCGA-GM-A2DH
## TCGA-GM-A2DI-01A-31R-A18M-07 Primary solid Tumor TCGA-GM-A2DI
## TCGA-GM-A2DK-01A-21R-A180-07 Primary solid Tumor TCGA-GM-A2DK
## TCGA-GM-A2DL-01A-11R-A18M-07 Primary solid Tumor TCGA-GM-A2DL
## TCGA-GM-A2DM-01A-11R-A180-07 Primary solid Tumor TCGA-GM-A2DM
## TCGA-GM-A2DN-01A-11R-A180-07 Primary solid Tumor TCGA-GM-A2DN
## TCGA-GM-A2DO-01A-11R-A18M-07 Primary solid Tumor TCGA-GM-A2DO
## TCGA-GM-A3NW-01A-21R-A22K-07 Primary solid Tumor TCGA-GM-A3NW
## TCGA-GM-A3NY-01A-11R-A21T-07 Primary solid Tumor TCGA-GM-A3NY
## TCGA-GM-A3XG-01A-31R-A24H-07 Primary solid Tumor TCGA-GM-A3XG
## TCGA-GM-A3XL-01A-11R-A22U-07 Primary solid Tumor TCGA-GM-A3XL
## TCGA-GM-A3XN-01A-12R-A22U-07 Primary solid Tumor TCGA-GM-A3XN
## TCGA-GM-A4E0-01A-12R-A266-07 Primary solid Tumor TCGA-GM-A4E0
## TCGA-GM-A5PV-01A-11R-A28M-07 Primary solid Tumor TCGA-GM-A5PV
## TCGA-GM-A5PX-01A-12R-A28M-07 Primary solid Tumor TCGA-GM-A5PX
## TCGA-HN-A2NL-01A-11R-A18M-07 Primary solid Tumor TCGA-HN-A2NL
## TCGA-HN-A2OB-01A-21R-A27Q-07 Primary solid Tumor TCGA-HN-A2OB
## TCGA-JL-A3YW-01A-12R-A239-07 Primary solid Tumor TCGA-JL-A3YW
## TCGA-JL-A3YX-01A-11R-A22U-07 Primary solid Tumor TCGA-JL-A3YX
## TCGA-LD-A66U-01A-11R-A31O-07 Primary solid Tumor TCGA-LD-A66U
## TCGA-LD-A74U-01A-13R-A33J-07 Primary solid Tumor TCGA-LD-A74U
## TCGA-LD-A7W5-01A-22R-A352-07 Primary solid Tumor TCGA-LD-A7W5
## TCGA-LD-A7W6-01A-81R-A352-07 Primary solid Tumor TCGA-LD-A7W6
## TCGA-LD-A9QF-01A-32R-A41B-07 Primary solid Tumor TCGA-LD-A9QF
## TCGA-LL-A440-01A-11R-A24H-07 Primary solid Tumor TCGA-LL-A440
## TCGA-LL-A441-01A-11R-A24H-07 Primary solid Tumor TCGA-LL-A441
## TCGA-LL-A442-01A-11R-A24H-07 Primary solid Tumor TCGA-LL-A442
## TCGA-LL-A50Y-01A-11R-A266-07 Primary solid Tumor TCGA-LL-A50Y
## TCGA-LL-A5YL-01A-12R-A29R-07 Primary solid Tumor TCGA-LL-A5YL
## TCGA-LL-A5YM-01A-11R-A28M-07 Primary solid Tumor TCGA-LL-A5YM
## TCGA-LL-A5YN-01A-11R-A28M-07 Primary solid Tumor TCGA-LL-A5YN
## TCGA-LL-A5YO-01A-21R-A28M-07 Primary solid Tumor TCGA-LL-A5YO
## TCGA-LL-A5YP-01A-21R-A28M-07 Primary solid Tumor TCGA-LL-A5YP
## TCGA-LL-A6FP-01A-11R-A31O-07 Primary solid Tumor TCGA-LL-A6FP
## TCGA-LL-A6FQ-01A-11R-A31O-07 Primary solid Tumor TCGA-LL-A6FQ
## TCGA-LL-A6FR-01A-12R-A31O-07 Primary solid Tumor TCGA-LL-A6FR
## TCGA-LL-A73Y-01A-11R-A33J-07 Primary solid Tumor TCGA-LL-A73Y
## TCGA-LL-A73Z-01A-11R-A32P-07 Primary solid Tumor TCGA-LL-A73Z
## TCGA-LL-A740-01A-21R-A32P-07 Primary solid Tumor TCGA-LL-A740
## TCGA-LL-A7SZ-01A-32R-A352-07 Primary solid Tumor TCGA-LL-A7SZ
## TCGA-LL-A7T0-01A-31R-A352-07 Primary solid Tumor TCGA-LL-A7T0
## TCGA-LL-A8F5-01A-11R-A36F-07 Primary solid Tumor TCGA-LL-A8F5
## TCGA-LL-A9Q3-01A-11R-A41B-07 Primary solid Tumor TCGA-LL-A9Q3
## TCGA-LQ-A4E4-01A-11R-A266-07 Primary solid Tumor TCGA-LQ-A4E4
## TCGA-MS-A51U-01A-31R-A266-07 Primary solid Tumor TCGA-MS-A51U
## TCGA-OK-A5Q2-01A-11R-A27Q-07 Primary solid Tumor TCGA-OK-A5Q2
## TCGA-OL-A5D6-01A-21R-A27Q-07 Primary solid Tumor TCGA-OL-A5D6
## TCGA-OL-A5D7-01A-11R-A27Q-07 Primary solid Tumor TCGA-OL-A5D7
## TCGA-OL-A5D8-01A-11R-A27Q-07 Primary solid Tumor TCGA-OL-A5D8
## TCGA-OL-A5DA-01A-11R-A27Q-07 Primary solid Tumor TCGA-OL-A5DA
## TCGA-OL-A5RU-01A-11R-A28M-07 Primary solid Tumor TCGA-OL-A5RU
## TCGA-OL-A5RV-01A-12R-A28M-07 Primary solid Tumor TCGA-OL-A5RV
## TCGA-OL-A5RW-01A-11R-A28M-07 Primary solid Tumor TCGA-OL-A5RW
## TCGA-OL-A5RX-01A-11R-A28M-07 Primary solid Tumor TCGA-OL-A5RX
## TCGA-OL-A5RY-01A-21R-A28M-07 Primary solid Tumor TCGA-OL-A5RY
## TCGA-OL-A5RZ-01A-11R-A28M-07 Primary solid Tumor TCGA-OL-A5RZ
## TCGA-OL-A5S0-01A-11R-A28M-07 Primary solid Tumor TCGA-OL-A5S0
## TCGA-OL-A66H-01A-11R-A29R-07 Primary solid Tumor TCGA-OL-A66H
## TCGA-OL-A66I-01A-21R-A29R-07 Primary solid Tumor TCGA-OL-A66I
## TCGA-OL-A66J-01A-11R-A29R-07 Primary solid Tumor TCGA-OL-A66J
## TCGA-OL-A66K-01A-11R-A29R-07 Primary solid Tumor TCGA-OL-A66K
## TCGA-OL-A66L-01A-12R-A31O-07 Primary solid Tumor TCGA-OL-A66L
## TCGA-OL-A66N-01A-12R-A31O-07 Primary solid Tumor TCGA-OL-A66N
## TCGA-OL-A66O-01A-11R-A31O-07 Primary solid Tumor TCGA-OL-A66O
## TCGA-OL-A66P-01A-11R-A31O-07 Primary solid Tumor TCGA-OL-A66P
## TCGA-OL-A6VO-01A-12R-A33J-07 Primary solid Tumor TCGA-OL-A6VO
## TCGA-OL-A6VQ-01A-12R-A41B-07 Primary solid Tumor TCGA-OL-A6VQ
## TCGA-OL-A6VR-01A-32R-A33J-07 Primary solid Tumor TCGA-OL-A6VR
## TCGA-OL-A97C-01A-32R-A41B-07 Primary solid Tumor TCGA-OL-A97C
## TCGA-PE-A5DC-01A-12R-A27Q-07 Primary solid Tumor TCGA-PE-A5DC
## TCGA-PE-A5DD-01A-12R-A27Q-07 Primary solid Tumor TCGA-PE-A5DD
## TCGA-PE-A5DE-01A-11R-A27Q-07 Primary solid Tumor TCGA-PE-A5DE
## TCGA-PL-A8LV-01A-21R-A41B-07 Primary solid Tumor TCGA-PL-A8LV
## TCGA-PL-A8LX-01A-11R-A41B-07 Primary solid Tumor TCGA-PL-A8LX
## TCGA-PL-A8LY-01A-11R-A41B-07 Primary solid Tumor TCGA-PL-A8LY
## TCGA-PL-A8LZ-01A-31R-A36F-07 Primary solid Tumor TCGA-PL-A8LZ
## TCGA-S3-A6ZF-01A-32R-A32P-07 Primary solid Tumor TCGA-S3-A6ZF
## TCGA-S3-A6ZG-01A-22R-A32P-07 Primary solid Tumor TCGA-S3-A6ZG
## TCGA-S3-A6ZH-01A-22R-A32P-07 Primary solid Tumor TCGA-S3-A6ZH
## TCGA-S3-AA0Z-01A-11R-A41B-07 Primary solid Tumor TCGA-S3-AA0Z
## TCGA-S3-AA10-01A-21R-A41B-07 Primary solid Tumor TCGA-S3-AA10
## TCGA-S3-AA11-01A-31R-A41B-07 Primary solid Tumor TCGA-S3-AA11
## TCGA-S3-AA12-01A-11R-A41B-07 Primary solid Tumor TCGA-S3-AA12
## TCGA-S3-AA14-01A-11R-A41B-07 Primary solid Tumor TCGA-S3-AA14
## TCGA-S3-AA15-01A-11R-A41B-07 Primary solid Tumor TCGA-S3-AA15
## TCGA-S3-AA17-01A-11R-A41B-07 Primary solid Tumor TCGA-S3-AA17
## TCGA-UL-AAZ6-01A-11R-A41B-07 Primary solid Tumor TCGA-UL-AAZ6
## TCGA-UU-A93S-01A-21R-A41B-07 Primary solid Tumor TCGA-UU-A93S
## TCGA-V7-A7HQ-01A-11R-A33J-07 Primary solid Tumor TCGA-V7-A7HQ
## TCGA-W8-A86G-01A-21R-A36F-07 Primary solid Tumor TCGA-W8-A86G
## TCGA-WT-AB41-01A-11R-A41B-07 Primary solid Tumor TCGA-WT-AB41
## TCGA-WT-AB44-01A-11R-A41B-07 Primary solid Tumor TCGA-WT-AB44
## TCGA-XX-A899-01A-11R-A36F-07 Primary solid Tumor TCGA-XX-A899
## TCGA-XX-A89A-01A-11R-A36F-07 Primary solid Tumor TCGA-XX-A89A
## TCGA-Z7-A8R5-01A-42R-A41B-07 Primary solid Tumor TCGA-Z7-A8R5
## TCGA-Z7-A8R6-01A-11R-A41B-07 Primary solid Tumor TCGA-Z7-A8R6#label the sampletype as normal or tumour
library(tidyverse)
library(dplyr)
sample_label <- df1 %>% dplyr::mutate(condition = case_when(
str_detect(`Sample types`, "Tumor") ~ "Tumor",
str_detect(`Sample types`, "Normal") ~ "Normal",
str_detect(`Sample types`, "Metastatic") ~ "Tumor",
TRUE ~ "other"))
head(sample_label, 2)## Sample types Patient ID condition
## TCGA-3C-AAAU-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AAAU Tumor
## TCGA-3C-AALI-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AALI Tumortable(sample_label$condition)##
## Normal Tumor
## 112 1100papadata <- sample_label %>% rownames_to_column(var = "V1") #name the rownames of sample_label as V1 to match the column name of patient_samples
head(papadata, 5)## V1 Sample types Patient ID condition
## 1 TCGA-3C-AAAU-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AAAU Tumor
## 2 TCGA-3C-AALI-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AALI Tumor
## 3 TCGA-3C-AALJ-01A-31R-A41B-07 Primary solid Tumor TCGA-3C-AALJ Tumor
## 4 TCGA-3C-AALK-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AALK Tumor
## 5 TCGA-4H-AAAK-01A-12R-A41B-07 Primary solid Tumor TCGA-4H-AAAK Tumor#Finally create the sample phenotype
#add a new column class to label condition as tumor = 1 , metastatic = 1 and normal = 0
sample_phenotype <- newdata %>% inner_join(papadata,by="V1") %>% mutate(disease = case_when(condition == "Tumor" ~ 1, condition == "Metastatic" ~ 1, condition == "Normal" ~ 0))
head(sample_phenotype, 5)## C1 V1 Sample types Patient ID condition
## 1 V2 TCGA-3C-AAAU-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AAAU Tumor
## 2 V3 TCGA-3C-AALI-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AALI Tumor
## 3 V4 TCGA-3C-AALJ-01A-31R-A41B-07 Primary solid Tumor TCGA-3C-AALJ Tumor
## 4 V5 TCGA-3C-AALK-01A-11R-A41B-07 Primary solid Tumor TCGA-3C-AALK Tumor
## 5 V6 TCGA-4H-AAAK-01A-12R-A41B-07 Primary solid Tumor TCGA-4H-AAAK Tumor
## disease
## 1 1
## 2 1
## 3 1
## 4 1
## 5 1table(sample_phenotype$disease)##
## 0 1
## 112 1100Model Building
Data shaping
Shape the ddata such that the genes are in the column and the samples are on the rows
#ddataFor model building, we need the genenames to be on the column and the samples on the rows. thus, we need to transpose the ddata. We will build the model using all the genes. Then we build the model using the feature selected genes
V1torownames <- column_to_rownames(ddata, var = "V1")
transpose_ddata <- as.data.frame(t(as.matrix(V1torownames)))
#head(transpose_ddata, 1)Next, we want to add the class label to the transposed ddata. This can be done by assigning a column name C1 (to match the sample phenotype column). Then perform an inner join
rowtocol_trpddata <- rownames_to_column(transpose_ddata, var = "C1")
#rowtocol_trpddata
#select the C1 and the class column of the sample_phenotype
sp_reduced <- sample_phenotype %>% select(C1, condition)
#sp_reduced
mod_data <- rowtocol_trpddata %>% inner_join(sp_reduced, by = "C1")
#mod_data
allgenes_moddata <- column_to_rownames(mod_data, var = "C1")
head(allgenes_moddata, 2)## ?|100130426 ?|100133144 ?|100134869 ?|10357 ?|10431 ?|136542 ?|155060
## V2 0 16.3644 12.9316 52.1503 408.0760 0 1187.0050
## V3 0 9.2659 17.3790 69.7553 563.8934 0 516.0413
## ?|26823 ?|280660 ?|317712 ?|340602 ?|388795 ?|390284 ?|391343 ?|391714
## V2 0.0000 0.0000 0 1.7233 0.3447 4.1359 0.0000 0.6893
## V3 1.0875 0.5438 0 144.1001 4.8940 1.6313 8.1566 0.5438
## ?|404770 ?|441362 ?|442388 ?|553137 ?|57714 ?|645851 ?|652919 ?|653553
## V2 0 0 0 3.7912 820.9773 124.4218 25.8494 289.5134
## V3 0 0 0 0.0000 708.5372 142.4687 13.3388 449.7009
## ?|728045 ?|728603 ?|728788 ?|729884 ?|8225 ?|90288 A1BG|1 A1CF|29974
## V2 0 0 0 109.6015 458.3962 40.6697 197.0897 0
## V3 0 0 0 3.8064 683.5237 29.9076 237.3844 0
## A2BP1|54715 A2LD1|87769 A2ML1|144568 A2M|2 A4GALT|53947 A4GNT|51146
## V2 0 102.9634 1.3786 5798.375 68.2424 8.6165
## V3 0 70.8646 4.3502 7571.979 157.6944 0.5438
## AAA1|404744 AAAS|8086 AACSL|729522 AACS|65985 AADACL2|344752 AADACL3|126767
## V2 0.3447 649.3372 1.3786 1087.3986 0 0
## V3 0.0000 887.9826 35.3453 836.3241 0 0
## AADACL4|343066 AADAC|13 AADAT|51166 AAGAB|79719 AAK1|22848 AAMP|14 AANAT|15
## V2 0 0.0000 5.5145 1300.398 517.3329 2053.133 0.3447
## V3 0 1.0875 24.4698 3541.055 848.2871 2979.880 2.1751
## AARS2|57505 AARSD1|80755 AARS|16 AASDHPPT|60496 AASDH|132949 AASS|10157
## V2 689.8967 466.6680 4409.565 808.9143 277.4504 45.8396
## V3 472.5014 418.7058 4570.962 678.6297 184.3393 71.7781
## AATF|26574 AATK|9625 ABAT|18 ABCA10|10349 ABCA11P|79963 ABCA12|26154
## V2 1518.911 619.5932 620.7305 16.2334 79.1509 321.2220
## V3 7649.266 107.6672 240.3480 17.9445 96.0903 678.6297
## ABCA13|154664 ABCA17P|650655 ABCA1|19 ABCA2|20 ABCA3|21 ABCA4|24 ABCA5|23461
## V2 0.0000 17.9223 288.4622 4507.448 5470.770 3.7912 795.0934
## V3 1.6313 70.6906 421.9304 2330.071 2656.879 45.1332 388.7983
## ABCA6|23460 ABCA7|10347 ABCA8|10351 ABCA9|10350 ABCB10|23456 ABCB11|8647
## V2 23.0921 596.9491 58.5920 37.5678 532.8425 0.0000
## V3 25.0136 763.4584 20.1196 46.2208 364.8722 2.7189
## ABCB1|5243 ABCB4|5244 ABCB5|340273 ABCB6|10058 ABCB7|22 ABCB8|11194
## V2 27.9174 14.4757 0.3447 839.0443 607.6335 1310.737
## V3 41.3268 36.4328 8.1566 985.3779 199.0212 1710.169
## ABCB9|23457 ABCC10|89845 ABCC11|85320 ABCC12|94160 ABCC13|150000 ABCC1|4363
## V2 285.9496 830.9724 92.0239 0.0000 0.0000 1573.3675
## V3 367.0201 781.4029 7793.9097 796.6286 1.0875 889.0701
## ABCC2|1244 ABCC3|8714 ABCC4|10257 ABCC5|10057 ABCC6P1|653190 ABCC6P2|730013
## V2 5.1699 110.2908 28.6067 740.3272 6.5485 40.6697
## V3 82.6536 8835.7803 71.2344 415.9869 4.8940 3.2626
## ABCC6|368 ABCC8|6833 ABCC9|10060 ABCD1|215 ABCD2|225 ABCD3|5825 ABCD4|5826
## V2 158.1984 173.0187 79.2715 929.5448 1.7233 2396.4128 322.2560
## V3 27.7325 148.9940 188.6895 404.5677 8.7004 955.4105 486.6775
## ABCE1|6059 ABCF1|23 ABCF2|10061 ABCF3|55324 ABCG1|9619 ABCG2|9429
## V2 1314.184 2095.181 1557.858 1180.457 1020.190 88.2327
## V3 1296.900 2122.893 1872.213 2085.372 1171.289 12.5068
## ABCG4|64137 ABCG5|64240 ABCG8|64241 ABHD10|55347 ABHD11|83451 ABHD12B|145447
## V2 6.2039 0.3447 0.6893 1052.5880 541.8037 0.6893
## V3 3.2626 3.8064 1.0875 731.3757 3446.9821 1.6313
## ABHD12|26090 ABHD13|84945 ABHD14A|25864 ABHD14B|84836 ABHD15|116236
## V2 2687.305 298.8192 252.2903 1666.770 390.1538
## V3 3989.668 236.5416 357.2594 1247.961 1542.6862
## ABHD1|84696 ABHD2|11057 ABHD3|171586 ABHD4|63874 ABHD5|51099 ABHD6|57406
## V2 28.9513 13890.784 270.2125 869.5742 623.8325 146.4800
## V3 118.5427 1569.331 654.1599 1282.7624 635.1278 67.9717
## ABHD8|79575 ABI1|10006 ABI2|10152 ABI3BP|25890 ABI3|51225 ABL1|25 ABL2|27
## V2 495.2747 803.6858 1250.767 140.9655 154.0625 2065.196 731.3660
## V3 465.4704 1068.2110 1229.473 203.3714 450.7885 2619.358 809.1354
## ABLIM1|3983 ABLIM2|84448 ABLIM3|22885 ABO|28 ABP1|26 ABRA|137735 ABR|29
## V2 2876.523 112.7034 4074.5566 56.5240 2.0680 0.3447 3161.211
## V3 1000.000 49.4834 278.4122 1.6313 19.5759 1.0875 1964.655
## ABT1|29777 ABTB1|80325 ABTB2|25841 ACAA1|30 ACAA2|10449 ACACA|31 ACACB|32
## V2 546.2842 638.9975 59.2813 781.6862 768.5892 3359.39 479.7651
## V3 473.6270 990.7558 190.3208 1345.2964 501.9032 14643.28 108.2110
## ACAD10|80724 ACAD11|84129 ACAD8|27034 ACAD9|28976 ACADL|33 ACADM|34
## V2 505.6145 550.6407 480.1097 850.4491 0.6893 1260.0727
## V3 648.7221 402.8657 269.1680 845.6389 0.5438 547.5802
## ACADSB|36 ACADS|35 ACADVL|37 ACAN|176 ACAP1|9744 ACAP2|23527 ACAP3|116983
## V2 2135.851 167.8488 3086.723 25.8494 33.4319 1366.228 2181.663
## V3 257.205 427.4062 6661.762 122.8929 317.0201 1115.824 1159.299
## ACAT1|38 ACAT2|39 ACBD3|64746 ACBD4|79777 ACBD5|91452 ACBD6|84320
## V2 2413.3011 234.5059 1473.417 316.7415 873.0208 299.1639
## V3 830.3426 980.0924 1703.643 123.4367 677.5421 490.4840
## ACBD7|414149 ACCN1|40 ACCN2|41 ACCN3|9311 ACCN4|55515 ACCN5|51802
## V2 25.8494 73.0677 452.8817 136.8296 2.4126 0.3447
## V3 69.6030 1.0875 174.0076 368.6786 10.8755 0.5438
## ACCSL|390110 ACCS|84680 ACD|65057 ACE2|59272 ACER1|125981 ACER2|340485
## V2 0.6893 381.5373 611.4248 0.6893 5.1699 72.3784
## V3 0.0000 207.1778 718.8690 1.0875 3.8064 66.8842
## ACER3|55331 ACE|1636 ACHE|43 ACIN1|22985 ACLY|47 ACMSD|130013 ACN9|57001
## V2 450.1244 3401.093 10.6844 3280.463 7481.164 193.3536 194.7322
## V3 164.2197 2147.363 2923.3279 3514.954 3873.845 25.0136 272.4307
## ACO1|48 ACO2|50 ACOT11|26027 ACOT12|134526 ACOT13|55856 ACOT1|641371
## V2 807.5356 2344.118 256.0298 0.0000 647.6932 376.7121
## V3 381.1854 2279.744 11.9630 1.0875 905.4432 935.8347
## ACOT2|10965 ACOT4|122970 ACOT6|641372 ACOT7|11332 ACOT8|10005 ACOT9|23597
## V2 362.5811 324.3240 4.4806 910.5886 320.9153 318.8094
## V3 502.4470 112.0174 8.1566 647.0908 802.6591 951.6041
## ACOX1|51 ACOX2|8309 ACOX3|8310 ACOXL|55289 ACP1|52 ACP2|53 ACP5|54
## V2 1284.109 110.6355 739.6378 5.5145 748.9436 1194.577 1256.6261
## V3 1736.270 840.6743 125.6117 7.6128 2466.5579 1744.970 994.5623
## ACP6|51205 ACPL2|92370 ACPP|55 ACPT|93650 ACRBP|84519 ACRC|93953 ACRV1|56
## V2 322.9453 488.7262 32.7426 1.034 24.8154 12.7524 1.7233
## V3 299.6194 153.8880 53.8336 0.000 133.7684 17.4008 0.5438
## ACR|49 ACSBG1|23205 ACSBG2|81616 ACSF2|80221 ACSF3|197322 ACSL1|2180
## V2 1.0340 9.9951 4.1359 129.5917 720.3369 1307.291
## V3 2.1751 7.0691 1.6313 3126.6993 364.3284 1014.138
## ACSL3|2181 ACSL4|2182 ACSL5|51703 ACSL6|23305 ACSM1|116285 ACSM2A|123876
## V2 4634.627 169.5721 77.5482 89.2666 16.1990 0.3447
## V3 2729.201 438.8254 310.4948 18.4883 27.7325 0.0000
## ACSM2B|348158 ACSM3|6296 ACSM4|341392 ACSM5|54988 ACSS1|84532 ACSS2|55902
## V2 0 3.1019 0.3447 7.5825 672.4294 1143.2333
## V3 0 38.5590 0.5438 5.9815 6738.9886 835.2365
## ACSS3|79611 ACTA1|58 ACTA2|59 ACTBL2|345651 ACTB|60 ACTC1|70 ACTG1|71
## V2 237.1253 2.0680 3779.356 2.0680 41867.09 7.2378 53008.53
## V3 22.2947 9.2442 7202.230 0.5438 107062.53 0.0000 91177.81
## ACTG2|72 ACTL6A|86 ACTL6B|51412 ACTL7A|10881 ACTL7B|10880 ACTL8|81569
## V2 252.6349 1448.601 133.0383 0.6893 0.3447 2.068
## V3 279.4997 1272.431 0.5438 0.0000 0.5438 0.000
## ACTL9|284382 ACTN1|87 ACTN2|88 ACTN3|89 ACTN4|81 ACTR10|55860 ACTR1A|10121
## V2 0.0000 5449.056 3.1019 1.3786 7890.175 850.2733 2475.340
## V3 0.5438 5684.611 1.0875 1.6313 11765.231 1086.4600 3218.597
## ACTR1B|10120 ACTR2|10097 ACTR3B|57180 ACTR3C|653857 ACTR3|10096 ACTR5|79913
## V2 1396.902 4257.226 359.8238 21.0242 1979.031 367.0616
## V3 2559.543 5848.287 144.6438 70.6906 5526.917 319.7390
## ACTR6|64431 ACTR8|93973 ACTRT1|139741 ACTRT2|140625 ACVR1B|91 ACVR1C|130399
## V2 434.9594 384.6392 0.3447 0 1394.4896 9.6504
## V3 418.7058 276.7809 0.5438 0 965.7423 33.7140
## ACVR1|90 ACVR2A|92 ACVR2B|93 ACVRL1|94 ACY1|95 ACY3|91703 ACYP1|97
## V2 465.9787 212.6545 367.7510 342.9355 729.2981 1.0340 128.2131
## V3 1042.4144 376.2915 361.0658 396.9549 882.5449 39.6955 125.0680
## ACYP2|98 ADAD1|132612 ADAD2|161931 ADAL|161823 ADAM10|102 ADAM11|4185
## V2 132.6936 0 1.7233 147.8586 1439.985 21.7135
## V3 135.9434 0 0.0000 216.9657 2822.186 70.6906
## ADAM12|8038 ADAM15|8751 ADAM17|6868 ADAM18|8749 ADAM19|8728 ADAM20|8748
## V2 1018.122 6512.318 401.8722 0.3447 486.6583 1.0340
## V3 1699.837 3525.802 586.7319 0.0000 515.4976 4.3502
## ADAM21P1|145241 ADAM21|8747 ADAM22|53616 ADAM23|8745 ADAM28|10863
## V2 0.3447 0.6893 37.5678 2.7573 57.5580
## V3 5.4377 11.4192 9.7879 2.7189 100.0544
## ADAM29|11086 ADAM2|2515 ADAM30|11085 ADAM32|203102 ADAM33|80332 ADAM3A|1587
## V2 0.3447 0 0 50.3202 19.3009 0
## V3 0.5438 0 0 2.1751 34.2577 0
## ADAM5P|255926 ADAM6|8755 ADAM7|8756 ADAM8|101 ADAM9|8754 ADAMDEC1|27299
## V2 0.3447 8664.637 0 576.2696 963.3214 58.592
## V3 0.0000 51545.650 0 446.4383 2400.2175 240.348
## ADAMTS10|81794 ADAMTS12|81792 ADAMTS13|11093 ADAMTS14|140766 ADAMTS15|170689
## V2 483.9010 287.7901 224.3729 75.4803 58.2473
## V3 113.6487 281.1310 180.5329 123.9804 36.4328
## ADAMTS16|170690 ADAMTS17|170691 ADAMTS18|170692 ADAMTS19|171019 ADAMTS1|9510
## V2 92.3686 14.4757 0.3447 119.5966 234.0233
## V3 108.2110 79.9347 13.0506 3.2626 514.9538
## ADAMTS20|80070 ADAMTS2|9509 ADAMTS3|9508 ADAMTS4|9507 ADAMTS5|11096
## V2 2.068 283.9989 13.7864 391.5324 33.7766
## V3 0.000 664.4916 11.4192 884.1762 130.5057
## ADAMTS6|11174 ADAMTS7|11173 ADAMTS8|11095 ADAMTS9|56999 ADAMTSL1|92949
## V2 42.3930 145.7907 8.9611 99.9511 38.9464
## V3 93.5291 437.1941 6.5253 193.0397 137.0310
## ADAMTSL2|9719 ADAMTSL3|57188 ADAMTSL4|54507 ADAMTSL5|339366 ADAP1|11033
## V2 353.2753 36.5338 52.0435 8.9611 759.4729
## V3 126.6993 370.8537 291.4628 45.6770 66.1501
## ADAP2|55803 ADARB1|104 ADARB2|105 ADAR|103 ADAT1|23536 ADAT2|134637
## V2 130.2810 586.9540 0.0000 15573.06 452.1924 74.1016
## V3 205.0027 265.9054 2.7189 6736.27 306.1446 60.9027
## ADAT3|113179 ADA|100 ADCK1|57143 ADCK2|90956 ADCK4|79934 ADCK5|203054
## V2 57.9027 110.6355 150.2712 1483.412 987.1029 245.3971
## V3 134.3121 152.8004 210.9842 1483.415 812.9418 463.2953
## ADCY10|55811 ADCY1|107 ADCY2|108 ADCY3|109 ADCY4|196883 ADCY5|111 ADCY6|112
## V2 2.4126 26306.0846 0.3447 1708.6909 116.1500 10.3398 3802.276
## V3 11.4192 104.9483 5.4377 719.0973 178.3578 449.7009 1650.897
## ADCY7|113 ADCY8|114 ADCY9|115 ADCYAP1R1|117 ADCYAP1|116 ADC|113451 ADD1|118
## V2 326.3919 0.0000 466.6680 0.0000 39.6358 413.9352 4005.97
## V3 619.3583 0.5438 395.8673 1.0875 5.4377 154.4318 4427.95
## ADD2|119 ADD3|120 ADH1A|124 ADH1B|125 ADH1C|126 ADH4|127 ADH5|128 ADH6|130
## V2 7.9272 472.5272 1.7233 207.1400 0.6893 0 1047.763 0
## V3 116.9114 634.5840 0.5438 247.4171 4.3502 0 1355.084 0
## ADH7|131 ADHFE1|137872 ADI1|55256 ADIG|149685 ADIPOQ|9370 ADIPOR1|51094
## V2 0 13.4417 554.556 0 35.8445 3187.060
## V3 0 25.5574 2444.263 0 119.0865 4201.196
## ADIPOR2|79602 ADK|132 ADM2|79924 ADM|133 ADNP2|22850 ADNP|23394 ADORA1|134
## V2 5479.731 269.5232 179.9119 47.5629 843.3801 3426.943 2108.2780
## V3 2171.832 269.1680 145.7314 516.0413 323.5454 3665.579 52.2023
## ADORA2A|135 ADORA2B|136 ADORA3|140 ADO|84890 ADPGK|83440 ADPRHL1|113622
## V2 243.9943 2.7573 129.9364 575.9249 992.9621 145.4460
## V3 632.9309 44.5895 62.5340 469.8206 872.6645 265.9054
## ADPRHL2|54936 ADPRH|141 ADRA1A|148 ADRA1B|147 ADRA1D|146 ADRA2A|150
## V2 858.2005 533.8765 0.6893 12.0631 3.7912 262.2854
## V3 773.2463 205.0027 0.0000 10.8755 2.7189 137.5748
## ADRA2B|151 ADRA2C|152 ADRB1|153 ADRB2|154 ADRB3|155 ADRBK1|156 ADRBK2|157
## V2 2.0680 59.6260 1.0340 14.131 1.3786 7252.656 210.5865
## V3 27.7325 198.4774 8.7004 16.857 0.5438 2662.316 352.9092
## ADRM1|11047 ADSL|158 ADSSL1|122622 ADSS|159 AEBP1|165 AEBP2|121536 AEN|64782
## V2 4521.924 672.0847 86.1647 1395.524 6515.086 466.3234 672.0847
## V3 5517.673 639.4780 306.1446 2539.424 21909.190 483.4149 331.7020
## AES|166 AFAP1L1|134265 AFAP1L2|84632 AFAP1|60312 AFARP1|246182 AFF1|4299
## V2 6900.07 168.8828 259.8728 733.4167 1.7233 1480.999
## V3 10361.07 181.0767 182.1642 743.3225 3.2626 1176.726
## AFF2|2334 AFF3|3899 AFF4|27125 AFG3L1|172 AFG3L2|10939 AFMID|125061 AFM|173
## V2 7.2378 4788.6897 3899.125 428.7556 1930.813 596.2598 0
## V3 13.0506 15.2257 1570.963 420.8809 1139.908 1584.0131 0
## AFP|174 AFTPH|54812 AG2|387763 AGAP11|119385 AGAP1|116987 AGAP2|116986
## V2 1.034 1371.053 97.1938 47.3837 512.5077 47.5560
## V3 0.000 1506.253 197.9337 35.3453 938.0098 187.9717
## AGAP3|116988 AGAP4|119016 AGAP5|729092 AGAP6|414189 AGAP7|653268
## V2 2247.175 263.3193 52.8982 145.4460 12.0631
## V3 2387.711 188.1457 39.6411 112.0174 3.2626
## AGAP8|728404 AGA|175 AGBL1|123624 AGBL2|79841 AGBL3|340351 AGBL4|84871
## V2 37.9125 1015.7095 0.3447 46.1843 4.8252 9.3058
## V3 40.7830 440.4568 0.0000 52.2023 47.3083 0.5438
## AGBL5|60509 AGER|177 AGFG1|3267 AGFG2|3268 AGGF1|55109 AGK|55750 AGL|178
## V2 1163.237 108.5675 855.7879 320.1880 1180.4565 914.7245 2118.9624
## V3 1058.244 109.8423 1029.3638 552.4742 517.6726 968.4611 519.8477
## AGMAT|79814 AGPAT1|10554 AGPAT2|10555 AGPAT3|56894 AGPAT4|56895 AGPAT5|55326
## V2 180.9459 2694.177 470.804 5009.961 41.3591 567.6531
## V3 57.0962 2158.070 1949.973 1729.744 113.1049 375.7477
## AGPAT6|137964 AGPAT9|84803 AGPHD1|123688 AGPS|8540 AGR2|10551 AGR3|155465
## V2 8887.028 20.6795 16.8883 2031.074 1394.145 4239.648
## V3 2283.306 34.2577 56.5525 1221.860 29023.926 5524.742
## AGRN|375790 AGRP|181 AGTPBP1|23287 AGTR1|185 AGTR2|186 AGTRAP|57085 AGT|183
## V2 7819.619 0.3447 163.3683 2856.1877 0 995.7193 384.2946
## V3 2790.103 1.0875 307.2322 15.7694 0 700.3806 37.5204
## AGXT2L1|64850 AGXT2L2|85007 AGXT2|64902 AGXT|189 AHCTF1|25909 AHCYL1|10768
## V2 0 390.8431 0.0000 0.0000 1749.833 4305.823
## V3 0 482.9962 1.0875 0.5438 1159.326 1879.282
## AHCYL2|23382 AHCY|191 AHDC1|27245 AHI1|54806 AHNAK2|113146 AHNAK|79026
## V2 876.4674 5312.571 2227.875 291.2367 412.9013 58622.33
## V3 812.3980 5256.118 685.155 353.4530 287.1126 24338.77
## AHRR|57491 AHR|196 AHSA1|10598 AHSA2|130872 AHSG|197 AHSP|51327
## V2 10.3398 802.7104 1643.333 779.2736 0.6893 0
## V3 7.0691 2503.5345 2696.030 676.9984 0.0000 0
## AICDA|57379 AIDA|64853 AIF1L|83543 AIF1|199 AIFM1|9131 AIFM2|84883
## V2 0 764.5463 168.1935 147.1693 1830.4830 538.7017
## V3 0 966.3676 850.4622 373.5726 829.7988 460.0326
## AIFM3|150209 AIG1|51390 AIM1L|55057 AIM1|202 AIM2|9447 AIMP1|9255
## V2 149.1442 217.4797 59.2813 899.9042 5.8592 985.5036
## V3 391.2507 375.2039 126.1555 1775.4214 51.6585 888.6678
## AIMP2|7965 AIPL1|23746 AIP|9049 AIRE|326 AJAP1|55966 AK1|203 AK2|204
## V2 419.4153 0 2438.117 1.3786 2.7573 590.4006 2510.150
## V3 432.7896 0 1342.034 0.0000 4.8940 995.6498 1169.108
## AK3L1|205 AK3|50808 AK5|26289 AK7|122481 AKAP10|11216 AKAP11|11215
## V2 23.7815 969.1806 5.1699 13.7864 473.5612 1606.7994
## V3 290.9190 895.5954 13.5943 144.1001 309.4073 708.5372
## AKAP12|9590 AKAP13|11214 AKAP14|158798 AKAP1|8165 AKAP2|11217 AKAP3|10566
## V2 412.2120 4069.042 0 2103.798 210.7761 21.0242
## V3 338.2273 2060.359 0 5348.015 527.5530 10.3317
## AKAP4|8852 AKAP5|9495 AKAP6|9472 AKAP7|9465 AKAP8L|26993 AKAP8|10270
## V2 0.0000 74.4463 9.3058 46.5289 1106.699 666.5702
## V3 0.5438 160.9570 32.6264 54.9212 1446.982 682.9799
## AKAP9|10142 AKD1|221264 AKIRIN1|79647 AKIRIN2|55122 AKNAD1|254268 AKNA|80709
## V2 3243.584 77.5482 1012.9523 260.9067 3.1019 502.8572
## V3 4446.982 90.8102 747.1452 571.5063 0.5438 877.1071
## AKR1A1|10327 AKR1B10|57016 AKR1B15|441282 AKR1B1|231 AKR1C1|1645 AKR1C2|1646
## V2 2210.297 3.1019 0.0000 957.4622 20.3349 12.4077
## V3 1723.763 32.0827 4.3502 682.4361 55.4649 14.6819
## AKR1C3|8644 AKR1C4|1109 AKR1CL1|340811 AKR1D1|6718 AKR1E2|83592 AKR7A2|8574
## V2 42.3930 0.3447 0.3447 0.0000 3.7912 1267.3105
## V3 73.9532 0.0000 0.0000 0.5438 27.7325 678.6297
## AKR7A3|22977 AKR7L|246181 AKT1S1|84335 AKT1|207 AKT2|208 AKT3|10000
## V2 489.0709 145.7907 1506.159 4534.332 2564.262 205.0720
## V3 482.8711 64.1653 2400.218 8177.270 3069.603 220.7722
## AKTIP|64400 ALAD|210 ALAS1|211 ALAS2|212 ALB|213 ALCAM|214 ALDH16A1|126133
## V2 561.2011 1132.893 683.8031 1.3786 10.3398 5826.802 827.5258
## V3 708.3415 1918.978 1089.7227 0.0000 15.7694 4461.120 1411.6368
## ALDH18A1|5832 ALDH1A1|216 ALDH1A2|8854 ALDH1A3|220 ALDH1B1|219 ALDH1L1|10840
## V2 2262.34 124.7665 8.6165 543.0065 578.3375 4.8252
## V3 1707.45 2964.1109 27.7325 929.6900 787.9282 11.9630
## ALDH1L2|160428 ALDH2|217 ALDH3A1|218 ALDH3A2|224 ALDH3B1|221 ALDH3B2|222
## V2 132.3490 314.6735 3.4466 2233.044 792.026 1132.893
## V3 224.0348 4377.3790 2.7189 1412.180 141.925 6821.098
## ALDH4A1|8659 ALDH5A1|7915 ALDH6A1|4329 ALDH7A1|501 ALDH8A1|64577 ALDH9A1|223
## V2 632.1043 2140.6759 417.9436 1962.1427 1.0340 1499.611
## V3 1385.5356 358.3469 271.1582 642.7406 41.3268 1798.804
## ALDOA|226 ALDOB|229 ALDOC|230 ALG10B|144245 ALG10|84920 ALG11|440138
## V2 24104.06 9.3058 227.8195 473.9059 97.8831 6.5485
## V3 53160.41 7.6128 2546.4927 148.4502 59.8151 4.8940
## ALG12|79087 ALG13|79868 ALG14|199857 ALG1L2|644974 ALG1L|200810 ALG1|56052
## V2 517.6776 587.9880 149.2373 0 2.9882 847.2231
## V3 818.9233 253.3986 147.9065 0 91.4138 684.8777
## ALG2|85365 ALG3|10195 ALG5|29880 ALG6|29929 ALG8|79053 ALG9|79796
## V2 535.9445 1263.864 564.2065 489.0709 732.0553 481.1437
## V3 801.5226 1430.669 387.7107 203.9152 1083.1974 528.0044
## ALKBH1|8846 ALKBH2|121642 ALKBH3|221120 ALKBH4|54784 ALKBH5|54890
## V2 236.0913 217.1351 382.5713 319.1196 2166.246
## V3 361.6096 215.8782 127.2431 411.7074 2178.929
## ALKBH6|84964 ALKBH7|84266 ALKBH8|91801 ALK|238 ALLC|55821 ALMS1P|200420
## V2 179.9119 594.1918 509.7504 0.3447 1.0340 2.7573
## V3 283.3061 921.1528 226.7537 3.2626 1.0875 3.2626
## ALMS1|7840 ALOX12B|242 ALOX12P2|245 ALOX12|239 ALOX15B|247 ALOX15|246
## V2 1022.9474 1.0340 43.0824 6.9242 10.6844 10.3398
## V3 488.8526 9.2442 0.5438 8.2055 36.4328 12.5068
## ALOX5AP|241 ALOX5|240 ALOXE3|59344 ALPI|248 ALPK1|80216 ALPK2|115701
## V2 206.7953 151.3052 2.0680 0.6893 192.6643 18.2669
## V3 166.9386 361.6096 10.3317 0.0000 418.7058 128.8744
## ALPK3|57538 ALPL|249 ALPPL2|251 ALPP|250 ALS2CL|259173 ALS2CR11|151254
## V2 130.9704 43.7717 0 0 159.9217 4.1359
## V3 247.4171 624.7961 0 0 138.1185 6.5253
## ALS2CR12|130540 ALS2CR4|65062 ALS2CR8|79800 ALS2|57679 ALX1|8092 ALX3|257
## V2 0.0000 573.1676 154.4072 557.6580 0 54.1114
## V3 2.7189 380.6417 79.9347 611.7455 0 11.4192
## ALX4|60529 AMAC1L2|83650 AMAC1L3|643664 AMAC1|146861 AMACR|23600 AMBN|258
## V2 0.0000 1.3786 1.0340 0 451.8477 0
## V3 1.0875 1.0875 1.0875 0 449.1572 0
## AMBP|259 AMBRA1|55626 AMD1|262 AMDHD1|144193 AMDHD2|51005 AMELX|265
## V2 4.8252 1258.6940 596.6044 2.7573 309.6656 0
## V3 5.4377 802.6101 568.9016 1.0875 336.0141 0
## AMELY|266 AMFR|267 AMHR2|269 AMH|268 AMICA1|120425 AMIGO1|57463
## V2 0 4093.858 0.3447 67.5531 30.6746 239.8825
## V3 0 2692.768 0.5438 450.2447 179.4454 50.0272
## AMIGO2|347902 AMIGO3|386724 AMMECR1L|83607 AMMECR1|9949 AMN1|196394
## V2 77.8929 120.2859 853.7199 839.9335 369.8189
## V3 9941.2561 367.0473 910.8211 146.2751 176.1827
## AMN|81693 AMOTL1|154810 AMOTL2|51421 AMOT|154796 AMPD1|270 AMPD2|271
## V2 0.3447 443.2312 951.9477 1095.6704 2.7573 1181.1458
## V3 1.0875 296.9005 1244.6982 135.9434 1.0875 493.2028
## AMPD3|272 AMPH|273 AMTN|401138 AMT|275 AMY1A|276 AMY2A|279 AMY2B|280
## V2 766.5212 301.9211 0 197.1759 11.3737 430.1342 373.8514
## V3 200.1088 23.3823 0 391.5769 2.7189 1.6313 288.6025
## AMZ1|155185 AMZ2P1|201283 AMZ2|51321 ANAPC10|10393 ANAPC11|51529
## V2 300.5425 201.2808 1842.546 90.6453 1161.156
## V3 13.0506 974.4426 11157.151 106.0359 2503.535
## ANAPC13|25847 ANAPC16|119504 ANAPC1|64682 ANAPC2|29882 ANAPC4|29945
## V2 834.6465 1348.650 605.2209 909.5546 391.8771
## V3 717.7651 1445.351 486.6775 1918.4339 287.1126
## ANAPC5|51433 ANAPC7|51434 ANGEL1|23357 ANGEL2|90806 ANGPT1|284 ANGPT2|285
## V2 2240.972 779.6183 570.4104 975.3845 13.4417 167.5042
## V3 2790.103 1858.6188 554.6493 573.6813 47.3083 277.8684
## ANGPT4|51378 ANGPTL1|9068 ANGPTL2|23452 ANGPTL3|27329 ANGPTL4|51129
## V2 1.0340 16.5436 770.3125 0.0000 35.8445
## V3 1.0875 29.3638 1325.1767 0.5438 958.6732
## ANGPTL5|253935 ANGPTL6|83854 ANGPTL7|10218 ANG|283 ANK1|286 ANK2|287
## V2 0.6893 6.4934 0.6893 54.6836 612.8034 51.0095
## V3 0.0000 37.1887 0.0000 151.9304 19.5759 109.2985
## ANK3|288 ANKAR|150709 ANKDD1A|348094 ANKFN1|162282 ANKFY1|51479
## V2 378.7800 26.5387 63.4172 0.6893 1507.882
## V3 471.9956 10.3317 91.8978 1.0875 1086.460
## ANKHD1-EIF4EBP3|404734 ANKHD1|54882 ANKH|56172 ANKIB1|54467 ANKK1|255239
## V2 528.8376 4097.432 445.2992 1415.169 8.6165
## V3 473.1974 1318.940 785.7531 1878.738 96.7917
## ANKLE1|126549 ANKLE2|23141 ANKMY1|51281 ANKMY2|57037 ANKRA2|57763
## V2 7.9272 1245.252 417.0372 508.0271 438.7507
## V3 39.6955 2175.095 155.5193 369.2224 256.6612
## ANKRD10|55608 ANKRD11|29123 ANKRD12|23253 ANKRD13A|88455 ANKRD13B|124930
## V2 1313.360 3068.639 1565.0957 614.182 929.8895
## V3 1130.038 2325.807 581.2942 839.043 544.8613
## ANKRD13C|81573 ANKRD13D|338692 ANKRD16|54522 ANKRD17|26057 ANKRD19|138649
## V2 760.3174 2352.986 167.1354 9638.039 65.8298
## V3 456.2262 1001.631 149.3964 1249.048 81.0223
## ANKRD1|27063 ANKRD20A3|441425 ANKRD20A4|728747 ANKRD20B|729171
## V2 2.4126 0.6893 2.7573 5.5145
## V3 5.4377 1.0875 0.0000 1.0875
## ANKRD22|118932 ANKRD23|200539 ANKRD24|170961 ANKRD26P1|124149 ANKRD26|22852
## V2 118.2180 106.4996 68.5871 0.0000 307.091
## V3 736.7645 114.7363 98.4231 0.5438 74.497
## ANKRD27|84079 ANKRD28|23243 ANKRD29|147463 ANKRD2|26287 ANKRD30A|91074
## V2 573.1676 671.740 223.6836 1.7233 1714.6776
## V3 1123.4367 1303.426 27.7325 1.0875 529.0919
## ANKRD30B|374860 ANKRD31|256006 ANKRD32|84250 ANKRD33|341405 ANKRD34A|284615
## V2 363.6151 7.5825 324.6686 0 36.8785
## V3 5.4377 1.0875 184.3393 0 21.7510
## ANKRD34B|340120 ANKRD34C|390616 ANKRD35|148741 ANKRD36BP1|84832
## V2 0 0.0000 15.5096 96.5045
## V3 0 38.0642 22.2947 50.0272
## ANKRD36B|57730 ANKRD36|375248 ANKRD37|353322 ANKRD39|51239 ANKRD40|91369
## V2 77.5482 178.1886 100.2647 130.9704 1544.072
## V3 85.3725 257.7488 291.2942 109.2985 7249.592
## ANKRD42|338699 ANKRD43|134548 ANKRD44|91526 ANKRD45|339416 ANKRD46|157567
## V2 340.8676 7.9272 81.3395 1.3786 556.0140
## V3 312.6699 19.5759 82.1098 4.3502 357.2594
## ANKRD49|54851 ANKRD50|57182 ANKRD52|283373 ANKRD53|79998 ANKRD54|129138
## V2 373.2655 1607.144 2710.052 9.9951 452.8817
## V3 394.2360 730.832 1306.688 5.9815 654.1599
## ANKRD55|79722 ANKRD56|345079 ANKRD57|65124 ANKRD58|347454 ANKRD5|63926
## V2 1.7233 124.0772 846.8267 35.8445 808.9143
## V3 5.4377 53.2898 456.2262 34.8015 362.1533
## ANKRD6|22881 ANKRD7|56311 ANKRD9|122416 ANKS1A|23294 ANKS1B|56899
## V2 182.3211 0.3447 201.2808 1270.0678 231.9554
## V3 225.8619 0.0000 151.1691 885.2637 41.8706
## ANKS3|124401 ANKS4B|257629 ANKS6|203286 ANKZF1|55139 ANLN|54443 ANO10|55129
## V2 369.4743 0.0000 33.7766 709.6525 828.2151 584.5414
## V3 437.1941 7.6128 469.2768 901.0332 1566.0685 651.4410
## ANO1|55107 ANO2|57101 ANO3|63982 ANO4|121601 ANO5|203859 ANO6|196527
## V2 7512.873 7.9272 1.0340 2.7573 2.0680 809.6036
## V3 2351.278 61.4464 7.0691 2.7189 1.0875 1092.4415
## ANO7|50636 ANO8|57719 ANO9|338440 ANP32A|8125 ANP32B|10541 ANP32C|23520
## V2 16.199 1656.4303 825.4579 2649.392 1679.178 0.6893
## V3 23.926 581.2942 580.7504 4274.606 2982.599 0.5438
## ANP32D|23519 ANP32E|81611 ANPEP|290 ANTXR1|84168 ANTXR2|118429 ANTXRL|195977
## V2 0.0000 4503.657 41.3591 2348.850 293.3047 0.6893
## V3 0.5438 1640.022 212.0718 4591.082 538.8798 0.0000
## ANUBL1|93550 ANXA10|11199 ANXA11|311 ANXA13|312 ANXA1|301 ANXA2P1|303
## V2 106.8442 0 1411.723 0.000 410.4887 64.1065
## V3 50.0272 0 2794.454 4.894 1309.9511 122.3491
## ANXA2P2|304 ANXA2P3|305 ANXA2|302 ANXA3|306 ANXA4|307 ANXA5|308 ANXA6|309
## V2 3645.456 2.0680 10057.14 31.7086 928.1662 4483.667 6982.443
## V3 6470.364 2.7189 20666.12 92.9853 1547.5802 5833.061 5961.936
## ANXA7|310 ANXA8L1|728113 ANXA8L2|244 ANXA8|653145 ANXA9|8416 AOAH|313
## V2 1859.090 0 0.0000 1.3786 949.5351 38.6018
## V3 2905.383 0 10.8755 40.7830 197.3899 156.6069
## AOC2|314 AOC3|8639 AOX1|316 AOX2P|344454 AP1AR|55435 AP1B1|162 AP1G1|164
## V2 24.8154 216.1011 41.0144 1.3786 635.2062 2854.464 3912.912
## V3 38.6079 495.9217 32.0827 0.5438 339.8586 4372.485 3047.308
## AP1G2|8906 AP1M1|8907 AP1M2|10053 AP1S1|1174 AP1S2|8905 AP1S3|130340
## V2 2014.865 983.3116 3071.255 1620.2411 351.5520 106.4996
## V3 2842.925 1486.6775 2765.090 707.9935 250.6797 120.7178
## AP2A1|160 AP2A2|161 AP2B1|163 AP2M1|1173 AP2S1|1175 AP3B1|8546 AP3B2|8120
## V2 3255.702 1992.128 10228.78 7369.840 1344.859 1451.358 1035.6998
## V3 4195.661 2079.935 17653.07 9924.415 2207.722 937.466 98.9668
## AP3D1|8943 AP3M1|26985 AP3M2|10947 AP3S1|1176 AP3S2|10239 AP4B1|10717
## V2 4954.126 1371.3975 1046.3842 433.2361 1339.727 482.2845
## V3 6051.115 924.4154 665.0353 777.0527 1940.190 356.3893
## AP4E1|23431 AP4M1|9179 AP4S1|11154 APAF1|317 APBA1|320 APBA2|321 APBA3|9546
## V2 452.5370 519.2251 35.8445 430.8235 312.6056 536.6338 361.5471
## V3 564.4372 690.8428 146.2751 666.1229 51.1147 149.5378 439.9130
## APBB1IP|54518 APBB1|322 APBB2|323 APBB3|10307 APC2|10297 APCDD1L|164284
## V2 142.3441 996.4087 2258.5493 449.4351 11.5219 249.1883
## V3 333.3333 933.6596 830.3426 289.2877 6.6177 27.1887
## APCDD1|147495 APCS|325 APC|324 APEH|327 APEX1|328 APEX2|27301 APH1A|51107
## V2 283.6542 0 1010.5397 3145.012 2131.715 1068.098 17320.140
## V3 244.6982 0 507.8847 2276.237 2184.339 1194.127 4015.769
## APH1B|83464 API5|8539 APIP|51074 APITD1|378708 APLF|200558 APLNR|187
## V2 502.1679 2408.476 516.4954 378.7938 54.4561 911.2779
## V3 452.9636 1893.420 240.7395 331.1582 40.2121 647.0908
## APLN|8862 APLP1|333 APLP2|334 APOA1BP|128240 APOA1|335 APOA2|336 APOA4|337
## V2 88.5773 3592.7236 15688.870 4303.065 13.0970 0.3447 0.3447
## V3 283.8499 171.8325 9143.013 1978.249 7.6128 0.0000 0.0000
## APOA5|116519 APOB48R|55911 APOBEC1|339 APOBEC2|10930 APOBEC3A|200315
## V2 2.7573 208.1739 0.3447 3.4466 5.8592
## V3 1.0875 240.3480 15.2257 1.6313 36.3078
## APOBEC3B|9582 APOBEC3C|27350 APOBEC3D|140564 APOBEC3F|200316 APOBEC3G|60489
## V2 139.9315 42.7377 64.4512 215.4118 39.2911
## V3 269.8369 171.8325 133.2246 369.7662 333.8771
## APOBEC3H|164668 APOBEC4|403314 APOB|338 APOC1P1|342 APOC1|341 APOC2|344
## V2 0.6893 0 121.3199 0.3447 759.628 95.4705
## V3 16.3132 0 0.5438 1.6313 1716.150 144.6438
## APOC3|345 APOC4|346 APOD|347 APOE|348 APOF|319 APOH|350 APOL1|8542
## V2 0.3447 0.3447 181.9799 4125.566 0.3447 0 645.2013
## V3 0.0000 1.6313 4632.9527 10792.822 1.0875 0 4091.8978
## APOL2|23780 APOL3|80833 APOL4|80832 APOL5|80831 APOL6|80830 APOLD1|81575
## V2 677.2546 522.1581 4.1359 0 926.4429 247.8683
## V3 2479.6085 987.4932 8.1566 0 1583.4693 499.7281
## APOM|55937 APOOL|139322 APOO|79135 APPBP2|10513 APPL1|26060 APPL2|55198
## V2 20.3349 255.7368 428.7556 1414.480 1483.4116 664.8469
## V3 2.7189 50.5710 616.6395 1554.105 765.6335 935.2909
## APP|351 APRT|353 APTX|54840 AQP10|89872 AQP11|282679 AQP12A|375318
## V2 14940.27 2460.519 536.6338 0.0000 86.1647 0
## V3 13824.90 3376.291 402.9364 0.5438 37.5204 0
## AQP12B|653437 AQP1|358 AQP2|359 AQP3|360 AQP4|361 AQP5|362 AQP6|363
## V2 2.0680 1578.317 1.3786 1705.3719 5.1699 3.4466 9.9951
## V3 0.5438 1313.214 0.5438 634.0402 0.0000 0.5438 5.4377
## AQP7P1|375719 AQP7P3|441432 AQP7|364 AQP8|343 AQP9|366 AQPEP|206338
## V2 1.0340 0 1.7233 1.0340 3.4466 0.3447
## V3 1.0875 0 16.3132 10.8755 42.9581 3.2626
## AQR|9716 ARAF|369 ARAP1|116985 ARAP2|116984 ARAP3|64411 ARCN1|372 ARC|23237
## V2 1179.0778 1416.892 4058.103 153.3732 329.1492 3973.227 3.4466
## V3 362.6971 2635.128 2468.586 140.2936 210.9842 2318.108 5.9815
## AREG|374 ARF1|375 ARF3|377 ARF4|378 ARF5|381 ARF6|382 ARFGAP1|55738
## V2 717.9243 11201.76 5497.998 3078.837 2778.639 2538.412 3850.184
## V3 122.8929 12264.82 4988.037 3389.886 2552.980 4091.354 4725.938
## ARFGAP2|84364 ARFGAP3|26286 ARFGEF1|10565 ARFGEF2|10564 ARFIP1|27236
## V2 2460.175 397.0470 3226.272 3606.855 616.5946
## V3 2489.940 875.4758 1494.432 2603.045 897.7705
## ARFIP2|23647 ARFRP1|10139 ARG1|383 ARG2|384 ARGFXP2|503640 ARGFX|503582
## V2 1773.959 1706.751 0.3447 77.0588 2.7573 0
## V3 3122.893 2550.299 0.5438 170.5927 1.0875 0
## ARGLU1|55082 ARHGAP10|79658 ARHGAP11A|9824 ARHGAP11B|89839 ARHGAP12|94134
## V2 2081.050 68.9318 785.8221 74.4463 483.5563
## V3 1322.458 605.2202 168.0261 13.0506 566.6123
## ARHGAP15|55843 ARHGAP17|55114 ARHGAP18|93663 ARHGAP19|84986 ARHGAP1|392
## V2 28.6067 966.768 320.8774 268.8339 4285.143
## V3 95.1604 1785.753 456.2262 171.2887 6059.815
## ARHGAP20|57569 ARHGAP21|57584 ARHGAP22|58504 ARHGAP23|57636 ARHGAP24|83478
## V2 23.7815 1203.8933 59.9706 497.3427 146.1353
## V3 30.9951 778.1403 53.8336 717.2376 276.2371
## ARHGAP25|9938 ARHGAP26|23092 ARHGAP27|201176 ARHGAP28|79822 ARHGAP29|9411
## V2 84.0968 247.8097 369.8189 14.4757 5690.662
## V3 388.2545 313.2137 953.7629 72.8657 1516.041
## ARHGAP30|257106 ARHGAP31|57514 ARHGAP32|9743 ARHGAP33|115703 ARHGAP36|158763
## V2 269.8679 473.2166 1912.857 729.6427 1.7233
## V3 1134.8559 415.9869 1816.205 652.5285 5.4377
## ARHGAP39|80728 ARHGAP42|143872 ARHGAP4|393 ARHGAP5|394 ARHGAP6|395
## V2 615.216 31.7086 737.9145 1027.428 33.7766
## V3 1005.438 47.8521 1584.5568 1028.276 39.1517
## ARHGAP8|23779 ARHGAP9|64333 ARHGDIA|396 ARHGDIB|397 ARHGDIG|398
## V2 734.5610 64.4512 5269.833 1197.689 14.5412
## V3 697.5313 220.2284 15240.348 4346.384 26.2425
## ARHGEF10L|55160 ARHGEF10|9639 ARHGEF11|9826 ARHGEF12|23365 ARHGEF15|22899
## V2 1418.6157 388.4305 3573.767 4014.586 183.0138
## V3 596.5198 763.4584 1997.825 1476.346 238.1729
## ARHGEF16|27237 ARHGEF17|9828 ARHGEF18|23370 ARHGEF19|128272 ARHGEF1|9138
## V2 1290.4026 2849.984 1082.918 1057.4133 2377.801
## V3 476.8896 1006.525 1306.688 362.6971 3218.597
## ARHGEF2|9181 ARHGEF33|100271715 ARHGEF35|445328 ARHGEF37|389337
## V2 563.1725 6.2039 1180.112 544.9056
## V3 803.6977 78.8472 372.485 172.3763
## ARHGEF38|54848 ARHGEF3|50650 ARHGEF4|50649 ARHGEF5|7984 ARHGEF6|9459
## V2 59.2813 728.9534 153.7178 984.6903 175.4313
## V3 115.8238 379.0103 32.6264 290.9190 315.3888
## ARHGEF7|8874 ARHGEF9|23229 ARID1A|8289 ARID1B|57492 ARID2|196528 ARID3A|1820
## V2 1538.5570 907.1420 5379.780 968.4913 979.8650 159.5770
## V3 932.5721 246.3295 2727.569 1314.3013 652.5285 84.2849
## ARID3B|10620 ARID3C|138715 ARID4A|5926 ARID4B|51742 ARID5A|10865
## V2 151.3052 0.3447 403.2508 1409.324 895.4236
## V3 139.2061 0.5438 628.0587 1395.693 1046.2208
## ARID5B|84159 ARIH1|25820 ARIH2|10425 ARL10|285598 ARL11|115761 ARL13A|392509
## V2 191.6303 2301.976 1285.433 90.6453 96.1598 0.6893
## V3 611.2017 1511.691 1312.904 20.6634 49.4834 0.5438
## ARL13B|200894 ARL14|80117 ARL15|54622 ARL16|339231 ARL17A|51326
## V2 266.7659 0.0000 129.2471 494.5854 74.2878
## V3 163.1321 0.5438 258.8363 841.2181 67.6998
## ARL17B|641522 ARL1|400 ARL2BP|23568 ARL2|402 ARL3|403 ARL4A|10124
## V2 5.2767 1712.265 2090.011 680.3565 810.6375 156.4751
## V3 6.2153 1361.610 1275.149 1153.8880 474.7145 240.8918
## ARL4C|10123 ARL4D|379 ARL5A|26225 ARL5B|221079 ARL5C|390790 ARL6IP1|23204
## V2 192.3196 342.2462 699.6574 139.2422 0.3447 6194.898
## V3 1231.1039 226.2099 467.6455 106.5797 0.0000 7663.404
## ARL6IP4|51329 ARL6IP5|10550 ARL6IP6|151188 ARL6|84100 ARL8A|127829
## V2 1532.008 3656.830 173.3634 115.1160 870.2635
## V3 2296.901 2371.398 313.2137 29.9076 2125.6117
## ARL8B|55207 ARL9|132946 ARMC10|83787 ARMC1|55156 ARMC2|84071 ARMC3|219681
## V2 1495.130 10.3398 909.3720 807.8803 11.7184 8.9611
## V3 2768.352 10.3317 556.0631 717.2376 70.6906 4.8940
## ARMC4|55130 ARMC5|79798 ARMC6|93436 ARMC7|79637 ARMC8|25852 ARMC9|80210
## V2 19.3009 420.1391 709.2217 422.5517 613.4927 294.6833
## V3 0.0000 549.7553 667.6509 269.1680 725.3942 308.8635
## ARMCX1|51309 ARMCX2|9823 ARMCX3|51566 ARMCX5|64860 ARMCX6|54470 ARMS2|387715
## V2 969.8699 1651.2604 2442.9417 522.5028 291.9260 0.0000
## V3 91.3540 218.5971 964.6547 122.3491 169.1136 0.5438
## ARNT2|9915 ARNTL2|56938 ARNTL|406 ARNT|405 ARPC1A|10552 ARPC1B|10095
## V2 2450.5242 3.4466 208.1739 2853.086 2570.810 2656.975
## V3 69.0593 77.2159 408.9179 1082.654 3193.497 3386.710
## ARPC2|10109 ARPC3|10094 ARPC4|10093 ARPC5L|81873 ARPC5|10092 ARPM1|84517
## V2 2140.331 2671.795 1991.218 586.2647 1574.401 62.0386
## V3 3814.029 3436.650 4098.869 1342.5775 3034.802 19.0321
## ARPP19|10776 ARPP21|10777 ARR3|407 ARRB1|408 ARRB2|409 ARRDC1|92714
## V2 4800.063 1.3786 0.0000 772.7251 544.5609 462.5321
## V3 5303.426 0.5438 1.0875 246.3295 885.2637 4743.8825
## ARRDC2|27106 ARRDC3|57561 ARRDC4|91947 ARRDC5|645432 ARSA|410 ARSB|411
## V2 724.4728 690.007 377.0568 1.0340 771.3464 310.8823
## V3 522.5666 680.261 168.5699 5.4377 728.1131 317.0201
## ARSD|414 ARSE|415 ARSF|416 ARSG|22901 ARSH|347527 ARSI|340075 ARSJ|79642
## V2 5291.547 11.3737 0 533.8765 5.5145 43.7717 16.5436
## V3 4308.320 10.8755 0 1596.5198 12.5068 127.2431 58.7276
## ARSK|153642 ART1|417 ART3|419 ART4|420 ART5|116969 ARTN|9048 ARV1|64801
## V2 128.5577 0.6893 0.3447 9.3058 0.0000 154.7518 455.6390
## V3 80.4785 0.0000 3.2626 0.0000 9.7879 8.1566 413.8119
## ARVCF|421 ARX|170302 AR|367 AS3MT|57412 ASAH1|427 ASAH2B|653308
## V2 636.5848 0.6893 1097.7383 287.7177 14872.373 2.4126
## V3 678.6297 23.9260 21.2072 18.6134 5487.221 1.6313
## ASAH2|56624 ASAM|79827 ASAP1IT1|29065 ASAP1|50807 ASAP2|8853 ASAP3|55616
## V2 17.2329 102.3637 0 885.7732 815.4628 1182.869
## V3 2.1751 138.6623 0 1099.5106 2178.3578 1060.903
## ASB10|136371 ASB11|140456 ASB12|142689 ASB13|79754 ASB14|142686 ASB15|142685
## V2 0 0 0.3447 2068.2976 5.1699 2.7573
## V3 0 0 0.0000 245.7858 6.5253 1.6313
## ASB16|92591 ASB17|127247 ASB18|401036 ASB1|51665 ASB2|51676 ASB3|51130
## V2 276.4060 0 0 376.4984 12.7524 156.1304
## V3 33.1974 0 0 306.9386 40.2393 265.9054
## ASB4|51666 ASB5|140458 ASB6|140459 ASB7|140460 ASB8|140461 ASB9|140462
## V2 0.0000 0 763.9811 577.9928 670.7061 10.6844
## V3 4.3502 0 1320.1631 371.3975 633.4965 12.5068
## ASCC1|51008 ASCC2|84164 ASCC3|10973 ASCL1|429 ASCL2|430 ASCL3|56676
## V2 341.5569 979.865 505.2698 56.5240 20.6795 0.3447
## V3 436.1066 2773.790 723.2191 0.5438 790.6471 1.0875
## ASCL4|121549 ASF1A|25842 ASF1B|55723 ASFMR1|100126270 ASGR1|432 ASGR2|433
## V2 0.6893 177.4993 899.9042 3.8085 7.2378 0.6893
## V3 0.0000 155.5193 1364.3284 1.0930 12.5068 8.7004
## ASH1L|55870 ASH2L|9070 ASIP|434 ASL|435 ASMTL|8623 ASMT|438 ASNA1|439
## V2 2815.525 1351.063 0.6893 564.5512 410.3611 2.4126 1604.042
## V3 1725.873 1250.136 2.1751 517.1289 758.5644 4.8940 2088.091
## ASNSD1|54529 ASNS|440 ASPA|443 ASPDH|554235 ASPG|374569 ASPHD1|253982
## V2 718.2690 1113.5927 2.7573 1.0340 0.3447 421.8624
## V3 650.3535 465.4704 1.0875 1.6313 12.5068 12.5068
## ASPHD2|57168 ASPH|444 ASPM|259266 ASPN|54829 ASPRV1|151516 ASPSCR1|79058
## V2 112.7034 5339.954 543.5270 214.0331 35.6377 461.8428
## V3 120.1740 2353.475 734.6384 624.7961 104.4753 1149.5378
## ASRGL1|80150 ASS1|445 ASTE1|28990 ASTL|431705 ASTN1|460 ASTN2|23245
## V2 97.8831 204.7273 210.4831 0.0000 0.6893 735.8466
## V3 1193.0397 492.1153 339.3855 2.1751 0.0000 520.9353
## ASXL1|171023 ASXL2|55252 ASXL3|80816 ASZ1|136991 ATAD1|84896 ATAD2B|54454
## V2 2056.579 655.8857 45.8396 0 741.7058 317.7754
## V3 1579.663 342.5775 1.0875 0 516.5851 461.1202
## ATAD2|29028 ATAD3A|55210 ATAD3B|83858 ATAD3C|219293 ATAD5|79915 ATCAY|85300
## V2 1741.216 800.9871 495.2747 605.5656 169.5721 0.6893
## V3 1759.652 581.2942 200.6525 107.1234 84.2849 1.6313
## ATE1|11101 ATF1|466 ATF2|1386 ATF3|467 ATF4|468 ATF5|22809 ATF6B|1388
## V2 204.7273 258.4941 495.9640 407.7314 3538.957 1357.266 3713.354
## V3 135.3997 208.2654 394.7798 555.1930 3079.935 800.435 1506.547
## ATF6|22926 ATF7IP2|80063 ATF7IP|55729 ATF7|11016 ATG10|83734 ATG12|9140
## V2 1683.658 137.1742 1171.4953 1189.693 125.1112 512.8523
## V3 937.466 112.5612 528.0044 1065.873 35.8891 469.8206
## ATG16L1|55054 ATG16L2|89849 ATG2A|23130 ATG2B|55102 ATG3|64422 ATG4A|115201
## V2 678.9779 962.5942 995.3747 887.8411 675.8760 432.2022
## V3 2287.6563 707.9880 1030.4513 800.9788 837.9554 225.6661
## ATG4B|23192 ATG4C|84938 ATG4D|84971 ATG5|9474 ATG7|10533 ATG9A|79065
## V2 1029.841 166.8149 549.7825 298.1299 513.969 1709.363
## V3 2197.390 101.1419 866.8407 584.0131 929.081 1516.525
## ATG9B|285973 ATHL1|80162 ATIC|471 ATL1|51062 ATL2|64225 ATL3|25923
## V2 1148.6203 3526.204 1603.353 171.9848 642.7887 443.9206
## V3 223.0071 11506.797 2131.593 307.7760 810.2229 472.5394
## ATMIN|23300 ATM|472 ATN1|1822 ATOH1|474 ATOH7|220202 ATOH8|84913 ATOX1|475
## V2 2135.506 875.4334 7416.368 0 1.0340 17.2329 786.8561
## V3 1264.274 882.0011 5016.857 0 3.8064 20.6634 719.9565
## ATP10A|57194 ATP10B|23120 ATP10D|57205 ATP11A|23250 ATP11B|23200
## V2 160.6110 3.1019 91.3346 618.3179 794.7832
## V3 176.1827 0.5438 304.5133 1312.6699 1124.5242
## ATP11C|286410 ATP12A|479 ATP13A1|57130 ATP13A2|23400 ATP13A3|79572
## V2 258.8388 0 2251.311 5499.721 2147.224
## V3 216.4220 0 2548.124 1026.101 1726.482
## ATP13A4|84239 ATP13A5|344905 ATP1A1|476 ATP1A2|477 ATP1A3|478 ATP1A4|480
## V2 107.1889 0.6893 10298.05 14.1310 1097.0490 22.7475
## V3 328.4394 16.3132 12494.26 12.5068 202.2838 1.0875
## ATP1B1|481 ATP1B2|482 ATP1B3|483 ATP1B4|23439 ATP2A1|487 ATP2A2|488
## V2 4258.153 17.9223 1864.260 0 3.1019 5978.107
## V3 3753.273 25.5574 1733.007 0 22.8385 5508.428
## ATP2A3|489 ATP2B1|490 ATP2B2|491 ATP2B3|492 ATP2B4|493 ATP2C1|27032
## V2 1551.309 690.6963 19.6456 0.3447 2993.362 3390.512
## V3 7647.635 671.0169 3.8064 0.5438 3351.822 2950.990
## ATP2C2|9914 ATP4A|495 ATP4B|496 ATP5A1|498 ATP5B|506 ATP5C1|509 ATP5D|513
## V2 1087.054 0 0.3447 10661.676 7345.369 1678.144 1252.49
## V3 1476.346 0 0.5438 3696.574 10772.159 2289.288 1687.33
## ATP5EP2|432369 ATP5E|514 ATP5F1|515 ATP5G1|516 ATP5G2|517 ATP5G3|518
## V2 14.4757 4277.905 2227.875 680.0119 3661.655 1829.104
## V3 20.1196 5753.127 1628.059 5650.8972 4736.814 2317.020
## ATP5H|10476 ATP5I|521 ATP5J2|9551 ATP5J|522 ATP5L2|267020 ATP5L|10632
## V2 1708.474 966.2165 1910.337 1660.1354 0 1510.295
## V3 3633.497 1743.6813 2453.507 857.3083 0 1270.799
## ATP5O|539 ATP5SL|55101 ATP5S|27109 ATP6AP1L|92270 ATP6AP1|537 ATP6AP2|10159
## V2 2176.176 793.7493 60.3153 122.6985 13627.810 4798.340
## V3 1868.950 1090.8102 83.1974 38.6079 3239.804 4042.958
## ATP6V0A1|535 ATP6V0A2|23545 ATP6V0A4|50617 ATP6V0B|533 ATP6V0C|527
## V2 2323.6898 322.2560 0.6893 3790.902 3024.037
## V3 976.6177 371.3975 1735.7259 2936.378 4404.024
## ATP6V0D1|9114 ATP6V0D2|245972 ATP6V0E1|8992 ATP6V0E2|155066 ATP6V1A|523
## V2 2199.957 46.5289 2175.486 1650.833 2772.091
## V3 2206.634 1.0875 2504.622 1932.681 1885.264
## ATP6V1B1|525 ATP6V1B2|526 ATP6V1C1|528 ATP6V1C2|245973 ATP6V1D|51382
## V2 3415.569 2819.999 1865.293 35.3310 765.8319
## V3 108.211 3039.695 1163.676 111.7238 1013.0506
## ATP6V1E1|529 ATP6V1E2|90423 ATP6V1F|9296 ATP6V1G1|9550 ATP6V1G2|534
## V2 1905.963 142.3441 2334.150 2034.176 12.9488
## V3 2071.778 145.1876 2712.773 3154.976 51.8162
## ATP6V1G3|127124 ATP6V1H|51606 ATP7A|538 ATP7B|540 ATP8A1|10396 ATP8A2|51761
## V2 0 1519.945 1192.5195 138.5528 82.7181 107.5336
## V3 0 1237.629 256.1175 593.2572 429.5813 2.7189
## ATP8B1|5205 ATP8B2|57198 ATP8B3|148229 ATP8B4|79895 ATP8B5P|158381
## V2 4044.968 312.9502 68.5871 66.5192 9.3058
## V3 1073.594 443.7194 57.0962 25.5574 20.1196
## ATP9A|10079 ATP9B|374868 ATPAF1|64756 ATPAF2|91647 ATPBD4|89978 ATPIF1|93974
## V2 6113.558 676.9099 2108.1264 235.0573 158.1984 2446.044
## V3 2218.597 202.2838 984.0783 195.7586 42.4144 2169.657
## ATRIP|84126 ATRNL1|26033 ATRN|8455 ATRX|546 ATR|545 ATXN10|25814
## V2 298.5400 56.8687 3965.644 3326.3023 1157.3643 2257.860
## V3 311.5878 74.4970 2108.211 853.1811 743.8825 1362.697
## ATXN1L|342371 ATXN1|6310 ATXN2L|11273 ATXN2|6311 ATXN3L|92552 ATXN3|4287
## V2 1882.1818 1817.386 3806.067 933.6807 0 316.0521
## V3 845.0245 1075.585 3824.361 959.2170 0 238.7167
## ATXN7L1|222255 ATXN7L2|127002 ATXN7L3B|552889 ATXN7L3|56970 ATXN7|6314
## V2 313.2949 279.1736 2564.606 1793.604 453.2264
## V3 263.1865 99.5106 2086.460 1287.113 462.7515
## ATXN8OS|6315 AUH|549 AUP1|550 AURKAIP1|54998 AURKAPS1|6791 AURKA|6790
## V2 0 153.0285 2083.790 1496.509 24.4708 493.5514
## V3 0 166.9386 5438.396 1231.104 15.2257 902.6645
## AURKB|9212 AURKC|6795 AUTS2|26053 AVEN|57099 AVIL|10677 AVL9|23080
## V2 186.4604 4.8252 1205.961 279.1736 623.1432 570.4104
## V3 419.7934 4.3502 1917.346 114.7363 125.6117 473.0832
## AVPI1|60370 AVPR1A|552 AVPR1B|553 AVPR2|554 AVP|551 AWAT1|158833
## V2 132.0043 29.2960 0.3447 10.3398 0.3447 0.0000
## V3 127.7868 28.2762 1.0875 12.5068 0.0000 0.5438
## AWAT2|158835 AXIN1|8312 AXIN2|8313 AXL|558 AZGP1|563 AZI1|22994 AZI2|64343
## V2 1.0340 1102.908 189.9070 458.3962 19906.804 558.0026 595.5704
## V3 46.2208 1187.058 97.3355 880.9135 930.397 730.2882 741.1637
## AZIN1|51582 AZU1|566 B2M|567 B3GALNT1|8706 B3GALNT2|148789 B3GALT1|8708
## V2 4947.922 13.7864 18596.76 934.7147 482.2776 0.3447
## V3 4438.282 0.5438 39619.36 702.5557 869.4073 0.0000
## B3GALT2|8707 B3GALT4|8705 B3GALT5|10317 B3GALT6|126792 B3GALTL|145173
## V2 2.0680 359.4792 4.8252 856.8218 339.1443
## V3 4.3502 707.4497 45.6770 381.7292 164.2197
## B3GAT1|27087 B3GAT2|135152 B3GAT3|26229 B3GNT1|11041 B3GNT2|10678
## V2 5.5145 4.3703 2118.962 1711.9204 464.9448
## V3 115.2800 4.0185 1952.692 566.6123 1342.5775
## B3GNT3|10331 B3GNT4|79369 B3GNT5|84002 B3GNT6|192134 B3GNT7|93010
## V2 2.0680 2.0680 40.6697 0.6893 29.6407
## V3 170.2012 25.5574 39.1517 0.0000 331.1582
## B3GNT8|374907 B3GNT9|84752 B3GNTL1|146712 B4GALNT1|2583 B4GALNT2|124872
## V2 261.2514 492.3072 76.1765 41.8519 0.0000
## V3 94.0729 821.8053 67.7597 178.4394 49.4834
## B4GALNT3|283358 B4GALNT4|338707 B4GALT1|2683 B4GALT2|8704 B4GALT3|8703
## V2 180.9459 1839.444 3532.064 1580.950 1462.732
## V3 404.0239 1035.345 2603.589 1094.617 1270.256
## B4GALT4|8702 B4GALT5|9334 B4GALT6|9331 B4GALT7|11285 B9D1|27077 B9D2|80776
## V2 1177.3545 722.4049 133.3830 654.1624 121.4302 149.8025
## V3 520.3915 2485.0462 32.0827 587.8195 106.4927 91.8978
## BAALC|79870 BAAT|570 BACE1|23621 BACE2|25825 BACH1|571 BACH2|60468 BAD|572
## V2 23.4368 1.034 1507.538 140.2761 567.6531 35.4999 774.9068
## V3 169.6574 0.000 651.441 639.4780 411.6368 81.0223 786.3513
## BAG1|573 BAG2|9532 BAG3|9531 BAG4|9530 BAG5|9529 BAGE2|85319 BAGE|574
## V2 1890.5708 17.2329 853.7199 241.2612 1127.3790 11.8907 64.1513
## V3 728.0261 94.0729 1059.8151 152.2567 967.9173 2.8711 0.0000
## BAHCC1|57597 BAHD1|22893 BAI1|575 BAI2|576 BAI3|577 BAIAP2L1|55971
## V2 1232.1553 1431.7127 22.4028 6007.748 1.3786 1314.873
## V3 735.7259 717.2376 52.2023 160.957 3.2626 1374.116
## BAIAP2L2|80115 BAIAP2|10458 BAIAP3|8938 BAK1|578 BAMBI|25805 BANF1|8815
## V2 14.1310 1239.496 693.9878 335.0084 51.3542 1524.771
## V3 15.7694 2679.717 398.1457 640.0218 218.5971 2959.761
## BANF2|140836 BANK1|55024 BANP|54971 BAP1|8314 BARD1|580 BARHL1|56751
## V2 0 18.2669 459.7749 1925.609 139.5868 1.3786
## V3 0 33.7140 246.8733 1629.146 221.8597 0.0000
## BARHL2|343472 BARX1|56033 BARX2|8538 BASE|317716 BASP1|10409 BAT1|7919
## V2 0 0.3447 125.1112 0 62.3832 5993.076
## V3 0 15.7694 466.0141 0 525.8293 6438.668
## BAT2L1|84726 BAT2L2|23215 BAT2|7916 BAT3|7917 BAT4|7918 BAT5|7920
## V2 7685.778 3500.700 10022.679 5552.109 524.5707 1219.748
## V3 4943.660 4178.902 7947.254 4726.482 593.8010 1562.262
## BATF2|116071 BATF3|55509 BATF|10538 BAX|581 BAZ1A|11177 BAZ1B|9031
## V2 129.2471 10.6844 39.9804 523.8814 927.8215 3378.690
## V3 226.7537 38.6079 270.7993 974.9864 1115.8238 2953.235
## BAZ2A|11176 BAZ2B|29994 BBC3|27113 BBOX1|8424 BBS10|79738 BBS12|166379
## V2 2928.752 884.9977 430.8235 28.9513 323.2900 131.6597
## V3 3467.646 467.3790 792.8222 1.0875 190.3208 39.6955
## BBS1|582 BBS2|583 BBS4|585 BBS5|129880 BBS7|55212 BBS9|27241 BBX|56987
## V2 2238.5591 1241.8057 695.1768 311.2269 210.9312 289.5134 1771.202
## V3 592.7134 918.4339 1069.0593 100.0544 165.8510 200.6525 1188.146
## BCAM|4059 BCAN|63827 BCAP29|55973 BCAP31|10134 BCAR1|9564 BCAR3|8412
## V2 34287.00 62.7279 1007.438 7174.763 1693.309 516.6298
## V3 20425.23 9.2442 1060.903 3965.198 1751.495 896.1392
## BCAR4|400500 BCAS1|8537 BCAS2|10286 BCAS3|54828 BCAS4|55653 BCAT1|586
## V2 0.3447 858.8898 623.7187 382.9160 819.5987 85.4754
## V3 0.0000 6996.7374 326.5797 834.6928 2454.0511 295.8129
## BCAT2|587 BCCIP|56647 BCDIN3D|144233 BCHE|590 BCKDHA|593 BCKDHB|594
## V2 1620.586 679.5948 263.1091 4.4806 1524.081 282.9649
## V3 1363.241 1287.2974 259.3475 3.8064 1748.776 349.1028
## BCKDK|10295 BCL10|8915 BCL11A|53335 BCL11B|64919 BCL2A1|597 BCL2L10|10017
## V2 1210.442 693.1089 14.8203 12.4077 8.9611 12.0631
## V3 1924.415 245.7858 21.2072 129.4182 82.1098 2.7189
## BCL2L11|10018 BCL2L12|83596 BCL2L13|23786 BCL2L14|79370 BCL2L15|440603
## V2 1472.727 103.0426 1414.480 1.0340 17.5776
## V3 1581.838 211.0114 1761.283 25.0136 10.3317
## BCL2L1|598 BCL2L2|599 BCL2|596 BCL3|602 BCL6B|255877 BCL6|604 BCL7A|605
## V2 3152.939 1130.2155 2315.7626 823.7346 225.7515 4646.001 594.5365
## V3 6147.363 850.2719 264.8178 3137.5748 275.1495 1671.017 357.8032
## BCL7B|9275 BCL7C|9274 BCL8|606 BCL9L|283149 BCL9|607 BCLAF1|9774
## V2 801.3318 817.1861 10.6844 2129.302 1133.5829 2179.278
## V3 1630.7776 793.9097 2.7189 1414.899 983.6868 2089.723
## BCMO1|53630 BCO2|83875 BCORL1|63035 BCORL2|286554 BCOR|54880 BCR|613
## V2 1.0340 2.4126 765.8319 0 1884.250 1433.781
## V3 13.5943 7.0691 586.1881 0 1034.802 2390.973
## BCS1L|617 BCYRN1|618 BDH1|622 BDH2|56898 BDKRB1|623 BDKRB2|624
## V2 409.8131 0 1256.2814 77.8929 4.8252 201.6254
## V3 720.1740 0 762.3709 197.3899 27.7325 313.7575
## BDNFOS|497258 BDNF|627 BDP1|55814 BEAN|146227 BECN1|8678 BEGAIN|57596
## V2 80.8363 2.2265 1990.405 21.3688 2111.8073 562.8279
## V3 9.6683 27.8521 1113.105 29.9076 894.6547 17.4008
## BEND2|139105 BEND3|57673 BEND4|389206 BEND5|79656 BEND6|221336 BEND7|222389
## V2 0.0000 110.9801 0.6893 30.3300 11.0291 402.5615
## V3 1.6313 82.1098 1.0875 16.3132 50.5710 17.9445
## BEST1|7439 BEST2|54831 BEST3|144453 BEST4|266675 BET1L|51272 BET1|10282
## V2 27.2315 0.6893 86.8540 30.6746 2523.247 480.7991
## V3 50.0326 1.0875 9.7879 41.3268 3031.539 337.6835
## BET3L|100128327 BEX1|55859 BEX2|84707 BEX4|56271 BEX5|340542 BEYLA|497634
## V2 0.6893 925.4089 370.5082 662.0896 3.1019 0
## V3 1.6313 3.2626 89.1789 944.5351 8.1566 0
## BFAR|51283 BFSP1|631 BFSP2|8419 BGLAP|632 BGN|633 BHLHA15|168620
## V2 1330.728 109.6015 0.3447 49.1104 10502.44 37.2232
## V3 1492.659 153.3442 2.1751 21.2072 15376.84 5.4377
## BHLHB9|80823 BHLHE22|27319 BHLHE23|128408 BHLHE40|8553 BHLHE41|79365
## V2 465.9787 6.5485 0 6595.736 262.2854
## V3 32.6264 20.0489 0 12664.492 437.1941
## BHMT2|23743 BHMT|635 BICC1|80114 BICD1|636 BICD2|23299 BID|637 BIK|638
## V2 16.1990 0.6893 19.6456 77.8929 650.0265 248.2888 135.4509
## V3 20.1196 0.0000 91.3540 51.1147 791.1909 668.0479 158.7819
## BIN1|274 BIN2|51411 BIN3|55909 BIRC2|329 BIRC3|330 BIRC5|332 BIRC6|57448
## V2 227.4748 62.0386 409.4547 911.2779 247.465 390.7983 2214.088
## V3 310.4948 249.5922 572.5938 661.7727 302.882 859.4943 2415.987
## BIRC7|79444 BIRC8|112401 BIVM|54841 BLCAP|10904 BLID|414899 BLK|640 BLMH|642
## V2 8.6165 0 554.2114 1712.610 0 16.5436 206.1060
## V3 1.6313 0 92.4415 1695.487 0 12.5068 620.4459
## BLM|641 BLNK|29760 BLOC1S1|2647 BLOC1S2|282991 BLOC1S3|388552 BLVRA|644
## V2 216.1011 150.6159 645.7218 533.8765 562.4832 850.618
## V3 259.3801 555.7368 829.3747 440.4568 781.4029 1873.301
## BLVRB|645 BLZF1|8548 BMF|90427 BMI1|648 BMP10|27302 BMP15|9210 BMP1|649
## V2 904.3847 362.9257 690.6963 1187.029 0 0 583.5074
## V3 2059.2713 472.5394 252.3110 1341.789 0 0 955.9543
## BMP2K|55589 BMP2|650 BMP3|651 BMP4|652 BMP5|653 BMP6|654 BMP7|655
## V2 665.1915 5.8592 0.0000 98.2278 14.1310 60.3015 47.9076
## V3 169.6574 14.1381 3.2626 1060.3589 0.5438 58.7602 228.3850
## BMP8A|353500 BMP8B|656 BMPER|168667 BMPR1A|657 BMPR1B|658 BMPR2|659
## V2 568.6871 50.3202 1.7233 552.4881 261.596 2029.696
## V3 185.4269 205.5465 11.9630 361.6096 16.857 1833.061
## BMS1P4|729096 BMS1P5|399761 BMS1|9790 BMX|660 BNC1|646 BNC2|54796 BNIP1|662
## V2 44.2956 190.941 1238.359 12.0631 2.7573 119.5966 154.4072
## V3 22.3491 74.497 1170.745 4.8940 1.0875 198.4774 281.1310
## BNIP2|663 BNIP3L|665 BNIP3|664 BNIPL|149428 BOC|91653 BOD1L|259282
## V2 441.8526 2295.083 791.3367 2950.9688 113.0481 1261.4513
## V3 1133.2246 3894.508 742.2512 659.5976 306.6884 772.7026
## BOD1|91272 BOK|666 BOLA1|51027 BOLA2|552900 BOLA3|388962 BOLL|66037
## V2 781.6862 892.6663 250.5670 1026.546 190.2517 0
## V3 699.2931 1272.4307 748.2327 1714.715 563.3496 0
## BOP1|23246 BPESC1|60467 BPGM|669 BPHL|670 BPIL1|80341 BPIL2|254240
## V2 294.3386 0 337.421 748.5990 25.8494 0
## V3 361.6096 0 668.298 340.4024 0.5438 0
## BPIL3|128859 BPI|671 BPNT1|10380 BPTF|2186 BPY2|9083 BRAF|673 BRAP|8315
## V2 0.3447 1.3786 691.7303 3098.483 0 163.0236 509.7504
## V3 0.0000 0.0000 668.2980 7820.011 0 209.3529 562.8059
## BRCA1|672 BRCA2|675 BRCC3|79184 BRD1|23774 BRD2|6046 BRD3|8019 BRD4|23476
## V2 831.3171 178.8779 611.4248 1013.9863 6661.910 1000.048 2124.822
## V3 389.8858 153.8880 342.0337 946.7102 6841.762 1567.716 2640.022
## BRD7P3|23629 BRD7|29117 BRD8|10902 BRD9|65980 BRDT|676 BREA2|286076 BRE|9577
## V2 1.0340 1498.921 1753.9687 641.4101 24.8154 10.3398 354.9676
## V3 0.5438 1020.120 765.0897 654.7036 0.0000 11.9630 596.5198
## BRF1|2972 BRF2|55290 BRI3BP|140707 BRI3|25798 BRIP1|83990 BRIX1|55299
## V2 916.0032 440.8186 120.6306 952.637 172.3294 686.9050
## V3 1404.0239 617.1833 105.4921 1269.168 212.6156 774.3339
## BRMS1L|84312 BRMS1|25855 BRP44L|51660 BRP44|25874 BRPF1|7862 BRPF3|27154
## V2 106.4996 1671.595 157.1644 601.0850 564.5512 2300.253
## V3 113.6487 1461.120 283.3061 897.2268 902.6645 1392.605
## BRS3|680 BRSK1|84446 BRSK2|9024 BRWD1|54014 BRWD3|254065 BSCL2|26580
## V2 0 251.9456 596.6044 3348.3605 403.5955 5527.173
## V3 0 189.2333 24.4698 992.9309 91.3540 5409.027
## BSDC1|55108 BSG|682 BSND|7809 BSN|8927 BSPH1|100131137 BSPRY|54836 BST1|683
## V2 4058.358 15297.34 12.4077 640.3761 0 663.1236 157.8537
## V3 2798.260 11561.72 0.5438 45.1332 0 1889.0701 38.0642
## BST2|684 BSX|390259 BTAF1|9044 BTBD10|84280 BTBD11|121551 BTBD12|84464
## V2 265.3873 0 981.9330 698.6234 3.4466 540.4250
## V3 3659.0538 0 734.0946 629.6900 46.2208 528.0044
## BTBD16|118663 BTBD17|388419 BTBD18|643376 BTBD19|149478 BTBD1|53339
## V2 0.6893 0 8.6165 16.199 1897.347
## V3 1.0875 0 4.3502 28.820 976.074
## BTBD2|55643 BTBD3|22903 BTBD6|90135 BTBD7|55727 BTBD8|284697 BTBD9|114781
## V2 2621.130 1002.6125 1011.229 711.7205 37.5678 1439.6399
## V3 3126.155 697.6618 1646.547 540.5111 4.3502 390.4296
## BTC|685 BTD|686 BTF3L1|690 BTF3L4|91408 BTF3|689 BTG1|694 BTG2|7832
## V2 240.2272 318.8094 0 1200.1020 6075.301 1253.524 932.3021
## V3 1.6313 365.4160 0 596.5198 4974.986 1929.309 3167.4823
## BTG3|10950 BTG4|54766 BTK|695 BTLA|151888 BTN1A1|696 BTN2A1|11120
## V2 238.5039 0.3447 78.5822 2.7573 0.6893 591.4345
## V3 411.0930 0.0000 127.7868 30.4513 1.0875 608.4829
## BTN2A2|10385 BTN2A3|54718 BTN3A1|11119 BTN3A2|11118 BTN3A3|10384 BTNL2|56244
## V2 137.8635 17.5776 473.2166 435.9934 110.6355 0
## V3 353.4530 25.5574 803.1539 593.8010 483.9587 0
## BTNL3|10917 BTNL8|79908 BTNL9|153579 BTRC|8945 BUB1B|701 BUB1|699 BUB3|9184
## V2 0 0.3447 49.6309 826.1472 539.9942 416.0032 3889.130
## V3 0 3.2626 296.3567 418.1620 258.0968 925.5030 2091.354
## BUD13|84811 BUD31|8896 BVES|11149 BYSL|705 BZRAP1|9256 BZW1|9689 BZW2|28969
## V2 361.8918 914.7486 15.8543 631.0703 319.8434 6350.684 1503.402
## V3 223.4910 1802.2240 40.2393 430.1251 398.5862 3871.669 2897.771
## C10orf105|414152 C10orf107|219621 C10orf108|414235 C10orf10|11067
## V2 5.1699 0.6893 0.3447 325.3579
## V3 8.1566 3.2626 1.6313 849.9184
## C10orf110|55853 C10orf111|221060 C10orf113|387638 C10orf114|399726
## V2 7.5342 8.2718 0.0000 39.2911
## V3 24.7526 3.2626 1.0875 33.1702
## C10orf116|10974 C10orf118|55088 C10orf119|79892 C10orf11|83938
## V2 1072.041 413.2459 1200.447 30.330
## V3 1798.956 244.1544 1268.081 11.963
## C10orf120|399814 C10orf122|387718 C10orf125|282969 C10orf128|170371
## V2 0 0 22.0582 5.5145
## V3 0 0 74.4970 19.0321
## C10orf129|142827 C10orf12|26148 C10orf131|100127889 C10orf137|26098
## V2 0 84.6792 2.068 426.3430
## V3 0 95.5574 0.000 305.6009
## C10orf140|387640 C10orf18|54906 C10orf25|220979 C10orf26|54838
## V2 38.6018 2004.5357 29.6407 1289.713
## V3 10.1523 877.1071 30.9951 1100.027
## C10orf27|219793 C10orf28|27291 C10orf2|56652 C10orf32|119032 C10orf35|219738
## V2 0.0000 286.4115 323.9793 370.9253 184.3925
## V3 1.6313 337.1397 271.3431 250.0109 188.1457
## C10orf40|283025 C10orf41|100131213 C10orf46|143384 C10orf47|254427
## V2 0.0000 5.1699 1281.097 104.7763
## V3 1.0875 34.0620 1007.069 118.5427
## C10orf4|118924 C10orf50|645528 C10orf53|282966 C10orf54|64115
## V2 219.2030 0.0000 0 149.5819
## V3 221.8597 2.7189 0 556.2806
## C10orf55|414236 C10orf57|80195 C10orf58|84293 C10orf62|414157
## V2 8.7750 1637.419 1571.644 0.3447
## V3 10.7613 788.075 1178.902 0.0000
## C10orf67|256815 C10orf68|79741 C10orf71|118461 C10orf72|196740
## V2 0.6893 11.1980 0.0000 210.5865
## V3 1.0875 8.1566 2.7189 169.6574
## C10orf75|90271 C10orf76|79591 C10orf78|119392 C10orf79|80217 C10orf81|79949
## V2 43.7717 763.0746 98.2278 99.2617 28.9513
## V3 146.2751 569.8749 150.0816 44.0457 444.8070
## C10orf82|143379 C10orf84|63877 C10orf88|80007 C10orf90|118611
## V2 0.6893 425.9983 183.0138 0.3447
## V3 282.7624 342.5775 170.7450 0.0000
## C10orf91|170393 C10orf93|255352 C10orf95|79946 C10orf96|374355
## V2 0.3447 33.4319 13.0626 0
## V3 23.3823 0.0000 22.7243 0
## C10orf99|387695 C11orf10|746 C11orf16|56673 C11orf17|56672 C11orf1|64776
## V2 0 1649.193 1.3786 322.9453 189.8691
## V3 0 1432.300 0.0000 278.9560 426.8135
## C11orf20|25858 C11orf21|29125 C11orf24|53838 C11orf2|738 C11orf30|56946
## V2 0.3447 2.0680 641.0654 1100.151 410.4887
## V3 1.6313 25.5574 821.6422 2558.999 535.6172
## C11orf31|280636 C11orf34|349633 C11orf35|256329 C11orf36|283303
## V2 1422.407 0.3447 131.2082 0.3447
## V3 1330.071 0.0000 173.9587 0.0000
## C11orf40|143501 C11orf41|25758 C11orf42|160298 C11orf45|219833
## V2 0 30.3300 6.2039 59.6260
## V3 0 98.9668 4.3502 42.9581
## C11orf46|120534 C11orf48|79081 C11orf49|79096 C11orf51|25906 C11orf52|91894
## V2 732.7447 1104.528 508.0271 594.2435 557.0169
## V3 213.1593 1351.664 422.5122 319.8749 724.3556
## C11orf53|341032 C11orf54|28970 C11orf57|55216 C11orf58|10944 C11orf59|55004
## V2 0.0000 381.5373 848.5500 2981.644 3134.327
## V3 0.5438 556.2806 566.0685 2239.260 2247.417
## C11orf61|79684 C11orf63|79864 C11orf64|283197 C11orf65|160140
## V2 154.0625 126.1451 0 4.8252
## V3 116.3676 33.7140 0 7.0691
## C11orf66|220004 C11orf67|28971 C11orf68|83638 C11orf70|85016 C11orf71|54494
## V2 37.9125 443.9447 607.2888 21.3688 263.3193
## V3 21.7510 483.3225 808.5916 2.1751 667.2104
## C11orf73|51501 C11orf74|119710 C11orf75|56935 C11orf80|79703 C11orf82|220042
## V2 285.3775 197.8342 159.9217 497.3427 66.8638
## V3 476.8896 163.6759 359.4345 936.3785 160.9570
## C11orf83|790955 C11orf84|144097 C11orf85|283129 C11orf86|254439
## V2 900.2764 426.343 0.0000 1.7233
## V3 957.0419 1200.109 97.3355 0.0000
## C11orf87|399947 C11orf88|399949 C11orf90|387804 C11orf92|399948
## V2 0.6893 1.3786 8.6165 8.6165
## V3 2.7189 3.2626 2.7189 12.5068
## C11orf93|120376 C11orf94|143678 C11orf95|65998 C11orf9|745 C12orf10|60314
## V2 11.7184 0 229.8874 49.2862 486.6583
## V3 24.4698 0 541.0549 455.1387 882.5449
## C12orf11|55726 C12orf12|196477 C12orf23|90488 C12orf24|29902 C12orf26|84190
## V2 419.4498 0 1101.185 44.4610 59.9706
## V3 333.3333 0 1508.972 59.2713 64.1653
## C12orf27|283460 C12orf29|91298 C12orf32|83695 C12orf34|84915 C12orf35|55196
## V2 0 348.4914 812.0162 183.7032 792.3706
## V3 0 269.5595 703.0995 475.8021 595.4323
## C12orf36|283422 C12orf39|80763 C12orf40|283461 C12orf41|54934
## V2 0.0000 0 0.0000 425.9983
## V3 0.5438 0 0.5438 698.7493
## C12orf42|374470 C12orf43|64897 C12orf44|60673 C12orf45|121053 C12orf47|51275
## V2 1.7233 165.4362 546.9736 51.6988 271.6325
## V3 0.0000 251.7673 983.6868 114.7363 425.3399
## C12orf48|55010 C12orf49|79794 C12orf4|57102 C12orf50|160419 C12orf51|283450
## V2 84.4483 319.1541 423.2410 0.3447 1623.343
## V3 195.6172 236.5416 325.1767 0.0000 1820.555
## C12orf52|84934 C12orf53|196500 C12orf54|121273 C12orf56|115749
## V2 410.4887 14.8203 0 0
## V3 426.8624 11.4192 0 0
## C12orf57|113246 C12orf59|120939 C12orf5|57103 C12orf60|144608
## V2 1879.769 8.9611 164.0576 60.660
## V3 1781.403 12.5068 177.2703 11.963
## C12orf61|283416 C12orf62|84987 C12orf63|374467 C12orf65|91574
## V2 4.1359 353.9646 2.0680 174.0527
## V3 17.9445 700.3806 4.3502 201.7401
## C12orf66|144577 C12orf68|387856 C12orf69|440087 C12orf70|341346
## V2 766.5212 7.9272 11.3737 0.6893
## V3 112.5612 12.5068 3.8064 1.0875
## C12orf71|728858 C12orf72|254013 C12orf73|728568 C12orf74|338809
## V2 1.7233 88.2327 145.7907 0.0000
## V3 0.5438 30.4513 137.0310 17.4008
## C12orf75|387882 C12orf76|400073 C12orf77|196415 C13orf15|28984
## V2 100.2957 156.4751 0 157.8537
## V3 135.3997 200.6525 0 209.8967
## C13orf16|121793 C13orf18|80183 C13orf1|57213 C13orf23|80209 C13orf26|122046
## V2 2.068 21.3688 144.4120 839.9335 0
## V3 4.894 59.8151 171.2887 646.5470 0
## C13orf27|93081 C13orf28|122258 C13orf29|283487 C13orf30|144809
## V2 136.8296 0 190.9410 0
## V3 153.3442 0 390.4296 0
## C13orf31|144811 C13orf33|84935 C13orf34|79866 C13orf35|400165
## V2 198.8681 38.2571 164.0748 3.4466
## V3 238.7167 60.3589 198.1294 0.0000
## C13orf36|400120 C13orf37|440145 C13orf38|728591 C13orf39|196541
## V2 0.3447 536.6338 3.7912 0
## V3 0.0000 299.6194 0.0000 0
## C14orf101|54916 C14orf102|55051 C14orf104|55172 C14orf105|55195
## V2 502.8572 288.1348 295.3726 0
## V3 358.8907 220.7722 343.1213 0
## C14orf106|55320 C14orf109|26175 C14orf115|55237 C14orf118|55668
## V2 536.9784 237.4699 1.0340 174.3974
## V3 439.3692 425.2311 0.5438 174.0076
## C14orf119|55017 C14orf126|112487 C14orf128|84837 C14orf129|51527
## V2 534.5658 236.6944 22.7475 303.9891
## V3 819.4671 185.2257 114.1925 390.9734
## C14orf132|56967 C14orf135|64430 C14orf138|79609 C14orf139|79686
## V2 191.6303 630.7256 93.0579 49.9755
## V3 77.7597 1136.4872 156.6069 51.1147
## C14orf142|84520 C14orf143|90141 C14orf145|145508 C14orf147|171546
## V2 205.4167 11.0291 113.3928 1149.092
## V3 292.5503 104.4046 114.7363 2203.915
## C14orf148|122945 C14orf149|112849 C14orf153|84334 C14orf156|81892
## V2 17.9223 78.5822 276.2751 393.9450
## V3 14.6819 45.1332 511.3703 690.0489
## C14orf159|80017 C14orf162|56936 C14orf165|414767 C14orf166B|145497
## V2 358.4452 0.6893 0 0.0000
## V3 860.7939 39.1517 0 0.5438
## C14orf166|51637 C14orf167|55449 C14orf169|79697 C14orf174|161394
## V2 1254.214 914.3799 347.7608 94.4365
## V3 1922.784 496.5144 274.0620 14.6819
## C14orf176|643382 C14orf177|283598 C14orf178|283579 C14orf179|112752
## V2 39.6358 0 0.3447 280.8969
## V3 9.7879 0 1.6313 486.6775
## C14orf180|400258 C14orf181|400223 C14orf182|283551 C14orf183|196913
## V2 4.8252 36.5338 10.3398 0.0000
## V3 9.2442 80.4785 36.4328 0.5438
## C14orf184|650662 C14orf19|280655 C14orf1|11161 C14orf21|161424
## V2 0.0000 2.7573 752.3902 404.2848
## V3 56.0087 2.1751 1119.6302 319.7390
## C14orf23|387978 C14orf28|122525 C14orf2|9556 C14orf33|100129075
## V2 0 76.5143 478.0418 94.4365
## V3 0 122.8929 1229.4725 30.9951
## C14orf34|645687 C14orf37|145407 C14orf39|317761 C14orf43|91748
## V2 0.0000 39.6358 0.0000 1353.820
## V3 1.0875 82.3328 1.0875 1323.545
## C14orf45|80127 C14orf48|256369 C14orf49|161176 C14orf4|64207 C14orf50|145376
## V2 215.5393 0.0000 21.3688 1706.061 37.2232
## V3 164.4046 0.5438 20.1196 1753.127 52.7461
## C14orf53|440184 C14orf64|388011 C14orf68|283600 C14orf70|283601
## V2 2.068 0.6893 0.6893 0
## V3 0.000 13.5943 0.0000 0
## C14orf72|145200 C14orf73|91828 C14orf79|122616 C14orf80|283643
## V2 0.3447 3.4466 399.1149 198.8681
## V3 1.6313 5.9815 406.7428 617.1833
## C14orf86|283592 C14orf93|60686 C15orf17|57184 C15orf21|283651 C15orf23|90417
## V2 0 379.1247 1506.159 64.7959 417.7265
## V3 0 257.2050 1412.724 47.8521 184.3393
## C15orf24|56851 C15orf26|161502 C15orf27|123591 C15orf28|80035 C15orf29|79768
## V2 1104.6315 0.3447 14.1310 24.4708 348.7947
## V3 554.6493 1.6313 34.2577 3.8064 126.6993
## C15orf2|23742 C15orf32|145858 C15orf33|196951 C15orf34|80072 C15orf37|283687
## V2 0 0 25.3221 44.1163 100.1510
## V3 0 0 13.7194 52.7461 92.4089
## C15orf38|348110 C15orf39|56905 C15orf40|123207 C15orf41|84529 C15orf42|90381
## V2 434.2322 1222.160 251.7078 117.1840 236.1878
## V3 436.6449 1914.084 283.4421 46.2208 319.9728
## C15orf43|145645 C15orf44|81556 C15orf48|84419 C15orf50|414926
## V2 0 1381.393 29.6407 9.9951
## V3 0 1108.211 195.2148 0.5438
## C15orf51|196968 C15orf52|388115 C15orf53|400359 C15orf54|400360
## V2 4.1359 389.8091 0.0000 4.1359
## V3 1.0875 69.0593 1.0875 1.0875
## C15orf55|256646 C15orf56|644809 C15orf57|90416 C15orf58|390637
## V2 0 11.3737 386.1971 90.3006
## V3 0 7.6128 242.2458 98.4231
## C15orf59|388135 C15orf5|81698 C15orf60|283677 C15orf61|145853
## V2 717.9243 0.3447 0.0000 215.0671
## V3 9.7879 0.0000 0.5438 308.8635
## C15orf62|643338 C15orf63|25764 C16orf11|146325 C16orf13|84326 C16orf3|750
## V2 94.0919 1052.161 0.3447 845.4481 9.6504
## V3 50.0272 1897.227 0.0000 955.9543 16.3132
## C16orf42|115939 C16orf45|89927 C16orf46|123775 C16orf48|84080
## V2 816.3072 827.1812 187.1497 575.9249
## V3 1254.3828 247.9608 41.8706 561.1746
## C16orf52|730094 C16orf53|79447 C16orf54|283897 C16orf55|124045
## V2 403.5955 2067.115 18.6116 334.3191
## V3 282.2186 1677.961 105.4921 270.7993
## C16orf57|79650 C16orf58|64755 C16orf59|80178 C16orf5|29965 C16orf61|56942
## V2 815.1181 3088.488 177.1546 898.1809 251.6113
## V3 897.2268 3888.787 387.7107 647.6346 467.3681
## C16orf62|57020 C16orf63|123811 C16orf68|79091 C16orf70|80262 C16orf71|146562
## V2 1100.4956 748.2543 206.7953 836.8316 56.5240
## V3 549.2115 556.8244 224.0348 611.1800 68.5155
## C16orf72|29035 C16orf73|254528 C16orf74|404550 C16orf75|116028
## V2 1850.473 1.0581 137.8635 158.1984
## V3 1150.082 1.6857 56.0087 469.2768
## C16orf78|123970 C16orf79|283870 C16orf7|9605 C16orf80|29105 C16orf81|283860
## V2 0 68.3390 494.9025 568.3424 38.2571
## V3 0 99.5269 1159.5324 552.4742 7.0691
## C16orf82|162083 C16orf86|388284 C16orf87|388272 C16orf88|400506
## V2 0 52.3881 109.2568 637.2742
## V3 0 56.0087 132.6808 814.0294
## C16orf89|146556 C16orf90|646174 C16orf91|283951 C16orf92|146378
## V2 50.3202 0 275.3824 0
## V3 17.9445 0 284.3937 0
## C16orf93|90835 C17orf100|388327 C17orf101|79701 C17orf102|400591
## V2 213.6885 36.5338 429.0727 0.6893
## V3 163.6759 40.7830 415.8673 2.7189
## C17orf103|256302 C17orf104|284071 C17orf105|284067 C17orf106|100134934
## V2 373.2655 10.6844 0.3447 168.0832
## V3 203.9152 218.0533 0.0000 292.0392
## C17orf107|100130311 C17orf108|201229 C17orf28|283987 C17orf37|84299
## V2 86.5335 289.5134 4437.827 1552.688
## V3 148.7602 546.4927 8818.380 18129.962
## C17orf39|79018 C17orf42|79736 C17orf44|284029 C17orf46|124783
## V2 373.9548 184.3925 108.5675 6.2039
## V3 172.3763 135.9434 44.0457 3.8064
## C17orf47|284083 C17orf48|56985 C17orf49|124944 C17orf50|146853
## V2 4.8252 78.5822 607.3922 2.4126
## V3 17.4008 77.7597 906.5470 17.9445
## C17orf51|339263 C17orf53|78995 C17orf54|283982 C17orf55|284185
## V2 261.5960 110.2908 0.0000 13.7864
## V3 65.7966 127.7868 1.6313 50.5710
## C17orf56|146705 C17orf57|124989 C17orf58|284018 C17orf59|54785
## V2 634.217 33.0872 477.3525 209.8972
## V3 942.447 64.7091 4373.5726 286.5688
## C17orf60|284021 C17orf61|254863 C17orf62|79415 C17orf63|55731
## V2 11.3737 343.7834 1217.335 884.0499
## V3 22.2947 637.6074 2666.667 1158.2382
## C17orf64|124773 C17orf65|339201 C17orf66|256957 C17orf67|339210
## V2 0.3447 316.4071 0.000 37.2232
## V3 0.0000 280.0163 4.894 286.0250
## C17orf68|80169 C17orf69|147081 C17orf70|80233 C17orf71|55181 C17orf72|92340
## V2 1222.1602 266.4213 1023.637 753.4242 105.6586
## V3 615.5519 75.0408 1480.152 1574.2251 104.7852
## C17orf73|55018 C17orf74|201243 C17orf75|64149 C17orf76|388341
## V2 1.0340 0.6893 362.2364 56.5240
## V3 1.0875 2.7189 189.2333 45.1332
## C17orf77|146723 C17orf78|284099 C17orf79|55352 C17orf80|55028 C17orf81|23587
## V2 3.4466 0.3447 924.3750 583.8589 442.1973
## V3 0.0000 10.8755 715.6063 326.2643 552.4742
## C17orf82|388407 C17orf85|55421 C17orf86|654434 C17orf87|388325
## V2 32.0533 543.527 265.3873 18.6116
## V3 23.9260 423.056 141.3812 18.8581
## C17orf88|23591 C17orf89|284184 C17orf90|339229 C17orf91|84981
## V2 0.0000 344.3142 512.8523 57.2134
## V3 0.5438 467.6455 1201.7401 78.3034
## C17orf93|360205 C17orf95|124512 C17orf96|100170841 C17orf97|400566
## V2 2.068 314.3288 45.1503 217.8244
## V3 0.000 700.3806 756.3893 95.7042
## C17orf98|388381 C17orf99|100141515 C18orf10|25941 C18orf16|147429
## V2 0 1.3786 1169.0827 6.2039
## V3 0 1.0875 474.7145 0.0000
## C18orf18|147525 C18orf19|125228 C18orf1|753 C18orf20|221241 C18orf21|83608
## V2 45.8396 336.0424 4220.3473 0 241.9505
## V3 54.9212 199.0212 819.4671 0 85.9163
## C18orf22|79863 C18orf25|147339 C18orf26|284254 C18orf2|56651 C18orf32|497661
## V2 405.3188 981.933 7.2378 10.3398 1192.8297
## V3 238.1729 278.956 0.0000 17.4008 546.4546
## C18orf34|374864 C18orf45|85019 C18orf54|162681 C18orf55|29090
## V2 2.4126 866.4723 170.9508 408.4207
## V3 1.6313 700.3806 53.8336 137.0310
## C18orf56|494514 C18orf62|284274 C18orf8|29919 C19orf10|56005 C19orf12|83636
## V2 24.5018 0.0000 456.5971 2103.108 592.1239
## V3 34.8015 0.5438 443.7520 2053.834 344.2088
## C19orf18|147685 C19orf20|91978 C19orf21|126353 C19orf22|91300
## V2 5.5145 129.9364 530.7746 1232.845
## V3 26.6449 328.4394 2275.1495 2982.599
## C19orf23|148046 C19orf24|55009 C19orf25|148223 C19orf26|255057
## V2 73.4123 753.4242 551.4541 67.2085
## V3 126.6993 827.6237 622.6210 49.4834
## C19orf28|126321 C19orf29|58509 C19orf2|8725 C19orf30|284424 C19orf33|64073
## V2 1573.712 629.6917 1595.081 76.1696 594.0712
## V3 1398.042 953.2355 1123.437 1.6313 10.4622
## C19orf34|255193 C19orf35|374872 C19orf36|113177 C19orf38|255809
## V2 1.7233 3.7912 67.8978 19.9902
## V3 0.0000 8.1566 84.8287 248.5046
## C19orf39|126074 C19orf40|91442 C19orf41|126123 C19orf42|79086 C19orf43|79002
## V2 116.1500 72.7230 0 798.5745 1685.726
## V3 224.0348 75.0408 0 1252.8548 2300.163
## C19orf44|84167 C19orf45|374877 C19orf46|163183 C19orf47|126526
## V2 287.0870 37.9125 543.8716 181.2905
## V3 272.9146 28.2762 528.0044 482.3274
## C19orf48|84798 C19orf50|79036 C19orf51|352909 C19orf52|90580 C19orf53|28974
## V2 981.5883 1199.413 37.5678 281.9309 1182.524
## V3 1360.5220 1473.627 330.0707 342.0337 1546.493
## C19orf54|284325 C19orf55|148137 C19orf56|51398 C19orf57|79173
## V2 249.5330 193.6983 2061.060 187.1497
## V3 686.7863 220.7722 1735.144 324.6330
## C19orf59|199675 C19orf60|55049 C19orf61|56006 C19orf62|29086 C19orf63|284361
## V2 0.6893 597.9831 1090.8452 1354.509 4545.174
## V3 0.5438 1443.7194 768.8961 1642.741 7570.609
## C19orf66|55337 C19orf69|100170765 C19orf6|91304 C19orf70|125988
## V2 348.1606 1.3786 3570.321 640.3761
## V3 780.6471 2.1751 4628.602 1363.7847
## C19orf71|100128569 C19orf73|55150 C19orf75|284369 C19orf76|199800
## V2 23.7815 39.6358 0.0000 40.6697
## V3 11.4192 129.9619 1.0875 38.6079
## C19orf77|284422 C1D|10438 C1GALT1C1|29071 C1GALT1|56913 C1QA|712 C1QBP|708
## V2 1.0340 168.8828 697.9341 114.7714 523.1921 1313.512
## V3 0.5438 132.6808 266.9929 150.6253 3552.4742 1002.230
## C1QB|713 C1QC|714 C1QL1|10882 C1QL2|165257 C1QL3|389941 C1QL4|338761
## V2 684.1478 869.9189 109.9462 0.3447 22.7475 0.6893
## V3 3892.3328 2805.8728 28.2762 0.5438 0.5438 3.8064
## C1QTNF1|114897 C1QTNF2|114898 C1QTNF3|114899 C1QTNF4|114900 C1QTNF6|114904
## V2 193.3536 86.8540 250.9116 2.7573 695.5215
## V3 536.1610 54.3774 400.7613 9.7879 900.4894
## C1QTNF7|114905 C1QTNF8|390664 C1QTNF9B|387911 C1QTNF9|338872 C1RL|51279
## V2 17.2329 0 0.3447 4.3289 1369.860
## V3 2.7189 0 2.5449 15.1169 480.919
## C1R|715 C1S|716 C1orf100|200159 C1orf101|257044 C1orf103|55791
## V2 953.3263 1070.855 0.3447 4.8252 437.7167
## V3 4545.4051 6325.992 0.0000 24.4698 652.5285
## C1orf104|284618 C1orf105|92346 C1orf106|55765 C1orf107|27042 C1orf109|54955
## V2 79.6438 1.7233 35.1552 828.2151 545.9396
## V3 206.8135 2.1751 1034.8015 395.8673 253.3986
## C1orf110|339512 C1orf111|284680 C1orf112|55732 C1orf113|79729 C1orf114|57821
## V2 0 26.8834 124.2943 1331.9306 3.1019
## V3 0 1.0875 274.6656 157.8249 2.7189
## C1orf115|79762 C1orf116|79098 C1orf122|127687 C1orf123|54987 C1orf124|83932
## V2 1854.264 195.0769 957.9482 451.1584 188.5284
## V3 1317.564 67.9717 870.7287 426.8624 285.4812
## C1orf125|126859 C1orf126|200197 C1orf127|148345 C1orf128|57095
## V2 0.3447 84.9239 56.1794 900.5935
## V3 0.5438 34.5568 46.7645 563.8934
## C1orf129|80133 C1orf130|400746 C1orf131|128061 C1orf133|574036
## V2 0 0.6893 274.6931 11.0291
## V3 0 1.0875 438.2817 41.3268
## C1orf135|79000 C1orf141|400757 C1orf144|26099 C1orf146|388649 C1orf14|81626
## V2 107.5336 0 3356.632 0 0
## V3 66.3404 0 2681.349 0 0
## C1orf150|148823 C1orf151|440574 C1orf152|767846 C1orf156|92342
## V2 1.0340 1338.3102 31.0193 138.8975
## V3 58.1838 798.2599 18.4883 235.4541
## C1orf157|284573 C1orf158|93190 C1orf159|54991 C1orf161|126868
## V2 0.6893 0.3447 340.8676 0.3447
## V3 0.0000 0.0000 133.7684 1.0875
## C1orf162|128346 C1orf163|65260 C1orf168|199920 C1orf170|84808
## V2 50.6648 346.7268 93.4025 76.5143
## V3 237.6291 109.8423 3.2626 41.3268
## C1orf172|126695 C1orf173|127254 C1orf174|339448 C1orf175|374977
## V2 949.8797 223.6836 467.0127 117.1082
## V3 453.5073 0.5438 240.8918 28.9125
## C1orf177|163747 C1orf180|439927 C1orf182|128229 C1orf183|55924
## V2 0.6893 15.1650 7.9272 18.2669
## V3 1.6313 1.0875 16.3132 32.0827
## C1orf185|284546 C1orf186|440712 C1orf187|374946 C1orf189|388701
## V2 0 0.6893 7.9272 0
## V3 0 1.6313 2.7189 0
## C1orf190|541468 C1orf192|257177 C1orf194|127003 C1orf198|84886
## V2 62.7245 58.9367 3.1019 1178.733
## V3 10.4187 16.3132 2.7189 2480.152
## C1orf200|644997 C1orf201|90529 C1orf203|84852 C1orf204|284677
## V2 0.0000 332.5958 77.5620 83.6832
## V3 2.1751 238.7167 71.8053 35.7586
## C1orf210|149466 C1orf212|113444 C1orf213|148898 C1orf216|127703
## V2 360.5131 546.2842 112.4277 868.1956
## V3 172.3763 442.6319 72.9255 562.8059
## C1orf21|81563 C1orf220|400798 C1orf223|374973 C1orf226|400793
## V2 2803.7995 24.1261 3.1019 1196.3108
## V3 717.2376 33.6433 0.0000 101.6857
## C1orf227|149643 C1orf228|339541 C1orf229|388759 C1orf230|284485
## V2 0 48.2522 13.7864 5.8592
## V3 0 68.5155 13.5943 0.5438
## C1orf25|81627 C1orf26|54823 C1orf27|54953 C1orf31|388753 C1orf35|79169
## V2 523.5368 73.4123 522.1581 234.3680 452.8817
## V3 325.1767 161.5008 612.8331 289.8314 798.8037
## C1orf38|9473 C1orf43|25912 C1orf49|84066 C1orf50|79078 C1orf51|148523
## V2 239.5379 9049.707 0.0000 123.0432 231.9554
## V3 461.1202 4954.867 1.1582 61.4464 202.2838
## C1orf52|148423 C1orf53|388722 C1orf54|79630 C1orf55|163859 C1orf56|54964
## V2 407.0421 20.6795 72.3784 725.1622 988.7848
## V3 215.3344 109.8423 97.8793 557.3681 541.4628
## C1orf57|84284 C1orf58|148362 C1orf59|113802 C1orf61|10485 C1orf63|57035
## V2 378.4354 557.9061 306.7464 10.3398 786.8561
## V3 981.5117 285.3942 253.3986 28.2762 681.8923
## C1orf64|149563 C1orf65|164127 C1orf66|51093 C1orf68|100129271 C1orf69|200205
## V2 0.6893 14.1310 1497.543 0 194.3876
## V3 69.6030 1.6313 1307.776 0 144.1001
## C1orf70|339453 C1orf74|148304 C1orf77|26097 C1orf83|127428 C1orf84|149469
## V2 3.7912 146.1353 1982.477 287.1008 16.6918
## V3 7.6128 138.6623 2681.892 214.7906 5.1713
## C1orf85|112770 C1orf86|199990 C1orf87|127795 C1orf88|128344 C1orf89|79363
## V2 1884.9391 524.5914 0 318.8094 162.3343
## V3 618.8146 216.3893 0 29.9076 35.8891
## C1orf91|56063 C1orf92|149499 C1orf93|127281 C1orf94|84970 C1orf95|375057
## V2 168.2452 0.3447 2681.5146 5.1699 4.1359
## V3 133.5835 1.6313 877.0962 0.0000 1.6313
## C1orf96|126731 C1orf97|84791 C1orf9|51430 C20orf103|24141 C20orf106|200232
## V2 539.0464 73.0677 1444.120 636.2402 0.4170
## V3 342.0337 150.0816 2608.483 68.5155 5.4377
## C20orf107|388799 C20orf108|116151 C20orf111|51526 C20orf112|140688
## V2 3.3742 4071.455 748.599 2285.4327
## V3 11.4192 1915.715 1251.767 842.8494
## C20orf114|92747 C20orf117|140710 C20orf118|140711 C20orf11|54994
## V2 1972.1378 1982.1329 9.3196 6155.607
## V3 63.6215 633.4965 22.1588 3035.345
## C20orf123|128506 C20orf12|55184 C20orf132|140699 C20orf134|170487
## V2 0.0000 308.1250 25.5220 107.8782
## V3 0.5438 203.9152 14.6873 350.7341
## C20orf135|140701 C20orf141|128653 C20orf144|128864 C20orf151|140893
## V2 133.7276 0.0000 1.0340 274.3484
## V3 843.9369 1.6313 3.3061 376.8352
## C20orf152|140894 C20orf160|140706 C20orf165|128497 C20orf166|128826
## V2 7.2378 52.3881 9.6504 0
## V3 2.7189 53.2898 9.2442 0
## C20orf173|140873 C20orf177|63939 C20orf185|359710 C20orf186|149954
## V2 0.3447 554.6353 0 0.6893
## V3 0.0000 253.9750 0 0.0000
## C20orf191|149934 C20orf194|25943 C20orf195|79025 C20orf196|149840
## V2 0 420.1391 23.7815 56.5240
## V3 0 428.4937 66.8842 63.0778
## C20orf197|284756 C20orf199|441951 C20orf200|253868 C20orf201|198437
## V2 5.8592 1149.092 0.0000 14.4757
## V3 5.9815 1000.000 1.0875 35.3453
## C20orf202|400831 C20orf203|284805 C20orf20|55257 C20orf24|55969
## V2 4.8252 13.0970 1154.6071 1077.838
## V3 11.9630 16.3132 796.0848 1558.630
## C20orf26|26074 C20orf27|54976 C20orf29|55317 C20orf30|29058 C20orf3|57136
## V2 46.1843 484.935 430.4789 2742.450 5053.388
## V3 64.7091 1050.571 369.2224 2734.095 9323.002
## C20orf43|51507 C20orf46|55321 C20orf4|25980 C20orf54|113278 C20orf56|140828
## V2 1560.615 27.9174 1675.731 386.7072 1.3786
## V3 2526.373 138.1185 1803.698 504.6221 0.0000
## C20orf70|140683 C20orf71|128861 C20orf72|92667 C20orf79|140856 C20orf7|79133
## V2 0 0 527.6727 0 170.6061
## V3 0 0 1062.5340 0 172.3763
## C20orf85|128602 C20orf94|128710 C20orf96|140680 C21orf119|84996
## V2 0.3447 86.8540 899.2149 93.0579
## V3 0.0000 42.4144 340.4024 330.6145
## C21orf121|150142 C21orf122|728039 C21orf125|284836 C21orf128|150147
## V2 0 34.8105 17.2329 0.0000
## V3 0 28.2762 71.7781 2.7189
## C21orf129|150135 C21orf130|284835 C21orf131|387486 C21orf15|54094
## V2 2.4126 1.0340 0 32.3979
## V3 2.1751 2.1751 0 12.5068
## C21orf29|54084 C21orf2|755 C21orf33|8209 C21orf34|388815 C21orf45|54069
## V2 3.4466 539.7357 2222.015 2.4126 280.8969
## V3 1.6313 405.6552 1514.410 16.3132 275.6933
## C21orf49|54067 C21orf54|728409 C21orf56|84221 C21orf57|54059 C21orf58|54058
## V2 8.2718 0 371.1976 124.4218 421.5177
## V3 4.3502 0 205.0027 98.9668 262.0990
## C21orf59|56683 C21orf62|56245 C21orf63|59271 C21orf67|84536 C21orf70|85395
## V2 1488.9399 1.0340 95.1258 108.9122 185.4264
## V3 976.0087 2.1751 245.7858 116.3676 190.3208
## C21orf71|282566 C21orf7|56911 C21orf81|391267 C21orf82|114036
## V2 13.7864 44.4610 1.0340 3.7912
## V3 3.2626 46.2208 1.0875 2.7189
## C21orf84|114038 C21orf88|114041 C21orf90|114043 C21orf91|54149
## V2 3.4466 0.6893 0.6893 334.6637
## V3 0.0000 1.6313 0.0000 135.3997
## C21orf94|246705 C21orf96|80215 C21orf99|149992 C22orf13|83606
## V2 0 0 0 1965.327
## V3 0 0 0 2765.731
## C22orf15|150248 C22orf23|84645 C22orf24|25775 C22orf25|128989 C22orf26|55267
## V2 0.3447 52.3881 0.6893 440.4740 7.2378
## V3 2.7189 29.9076 0.0000 692.7678 33.7140
## C22orf27|150291 C22orf28|51493 C22orf29|79680 C22orf30|253143 C22orf31|25770
## V2 134.7616 980.2097 1007.0345 1511.329 0.0000
## V3 199.5650 1822.7297 633.1485 1480.696 8.7004
## C22orf32|91689 C22orf33|339669 C22orf34|348645 C22orf36|388886
## V2 577.9928 0 3.1019 220.9263
## V3 783.5780 0 7.0691 234.3665
## C22orf39|128977 C22orf40|150383 C22orf41|644186 C22orf42|150297
## V2 459.6542 124.4218 24.1261 0
## V3 524.1381 133.7684 9.2442 0
## C22orf43|51233 C22orf45|646023 C22orf46|79640 C22orf9|23313 C2CD2L|9854
## V2 3.1019 13.8105 647.6139 1320.733 652.6839
## V3 6.5253 13.0723 408.9179 1263.730 517.4388
## C2CD2|25966 C2CD3|26005 C2CD4A|145741 C2CD4B|388125 C2CD4C|126567
## V2 407.7314 639.3421 620.7305 52.7328 46.5289
## V3 711.7999 955.4105 980.9679 274.0620 134.3121
## C2CD4D|100191040 C2orf14|100132708 C2orf15|150590 C2orf16|84226
## V2 27.9208 0.0000 103.0530 59.6260
## V3 28.5808 1.6313 112.9581 73.9532
## C2orf18|54978 C2orf24|27013 C2orf27A|29798 C2orf27B|408029 C2orf28|51374
## V2 829.2491 1685.726 63.7619 0.3447 1636.947
## V3 1486.6775 2025.014 41.8706 0.5438 2732.844
## C2orf29|55571 C2orf34|79823 C2orf39|92749 C2orf3|6936 C2orf40|84417
## V2 899.9042 55.8347 0.0000 331.5618 0.6893
## V3 1379.5541 114.1925 0.5438 460.5764 4.8940
## C2orf42|54980 C2orf43|60526 C2orf44|80304 C2orf47|79568 C2orf48|348738
## V2 209.2079 251.9456 268.8339 216.3734 5.5145
## V3 244.1544 266.9929 354.5405 284.9375 83.7412
## C2orf49|79074 C2orf50|130813 C2orf51|200523 C2orf52|151477 C2orf53|339779
## V2 82.0288 16.8883 0 7.9272 0
## V3 95.1604 8.7004 0 12.5068 0
## C2orf54|79919 C2orf55|343990 C2orf56|55471 C2orf57|165100 C2orf58|285154
## V2 20.3349 420.4838 233.3340 2.0680 0.6893
## V3 270.2556 1562.8059 220.2284 1.0875 13.0506
## C2orf60|129450 C2orf61|285051 C2orf62|375307 C2orf63|130162 C2orf64|493753
## V2 215.8288 0.0000 2.7573 88.5773 430.1342
## V3 243.6107 1.6313 2.7189 77.2159 692.2240
## C2orf65|130951 C2orf66|401027 C2orf67|151050 C2orf68|388969 C2orf69|205327
## V2 3.1019 0.3447 170.8818 748.9436 504.2359
## V3 4.3502 4.3502 312.0500 1833.0614 336.0522
## C2orf70|339778 C2orf71|388939 C2orf72|257407 C2orf73|129852 C2orf74|339804
## V2 1.0340 0 114.4267 6.5485 170.6061
## V3 0.5438 0 362.6971 0.5438 59.2713
## C2orf76|130355 C2orf77|129881 C2orf78|388960 C2orf79|391356 C2orf7|84279
## V2 65.1405 99.2617 0.0000 194.3876 153.7178
## V3 52.2023 41.8706 2.1751 592.1697 606.8515
## C2orf80|389073 C2orf81|388963 C2orf82|389084 C2orf83|56918 C2orf84|653140
## V2 0 163.0374 0.6893 0 1.7233
## V3 0 253.2300 2.1751 0 2.1751
## C2orf85|285093 C2orf86|51057 C2orf88|84281 C2orf89|129293 C2|717
## V2 1.0340 73.4123 16.5436 2.4126 823.9483
## V3 2.7189 61.9902 22.8385 25.5574 1163.6487
## C3AR1|719 C3P1|388503 C3orf10|55845 C3orf14|57415 C3orf15|89876
## V2 143.7227 0 1793.604 559.7259 327.4259
## V3 199.5650 0 2638.390 23.3823 3.2626
## C3orf16|389161 C3orf17|25871 C3orf18|51161 C3orf19|51244 C3orf1|51300
## V2 0 906.7974 295.7173 356.0326 1140.821
## V3 0 970.0924 189.7771 551.3866 1550.299
## C3orf20|84077 C3orf21|152002 C3orf22|152065 C3orf23|285343 C3orf24|115795
## V2 0.6893 405.6634 0 426.6876 1.0374
## V3 3.2626 328.4394 0 250.1359 0.0000
## C3orf26|84319 C3orf27|23434 C3orf30|152405 C3orf31|132001 C3orf32|51066
## V2 380.8480 0.3447 0.0000 129.9364 13.0970
## V3 544.8613 1.6313 0.5438 135.9434 38.0642
## C3orf33|285315 C3orf34|84984 C3orf35|339883 C3orf36|80111 C3orf37|56941
## V2 122.6985 105.1209 4.4806 13.4417 1046.729
## V3 120.7178 74.4970 12.5068 4.8940 1449.157
## C3orf38|285237 C3orf39|84892 C3orf42|84657 C3orf43|255798 C3orf45|132228
## V2 274.9791 778.2396 20.3349 0.6893 2.2127
## V3 176.7265 475.8021 13.0506 0.0000 6.6721
## C3orf47|339942 C3orf48|151649 C3orf49|132200 C3orf50|93556 C3orf51|711
## V2 99.6064 0.3447 1.7233 0 0
## V3 64.1653 0.0000 0.5438 0 0
## C3orf52|79669 C3orf54|389119 C3orf55|152078 C3orf57|165679 C3orf58|205428
## V2 577.6482 28.262 4.8252 84.4414 305.0231
## V3 205.5465 28.820 9.7879 1.6313 157.6944
## C3orf59|151963 C3orf62|375341 C3orf63|23272 C3orf64|285203 C3orf65|646600
## V2 43.7717 379.8140 1718.238 599.3617 0
## V3 96.7917 264.8178 1302.153 245.7858 0
## C3orf66|677779 C3orf67|200844 C3orf70|285382 C3orf71|646450 C3orf72|401089
## V2 0 54.1114 49.6309 27.0281 0.3447
## V3 0 89.1789 902.6645 62.3002 3.8064
## C3orf74|100128378 C3orf75|54859 C3orf77|375337 C3orf79|152118 C3|718
## V2 1.0340 326.0472 0 0 2402.961
## V3 1.0875 444.8070 0 0 7657.422
## C4A|720 C4BPA|722 C4BPB|725 C4orf10|317648 C4orf11|439934 C4orf12|404201
## V2 28093.034 0.0000 1.3786 268.8201 0 28.2620
## V3 6755.731 1.0875 22.2947 338.7983 0 15.7694
## C4orf14|84273 C4orf17|84103 C4orf19|55286 C4orf21|55345 C4orf22|255119
## V2 552.8328 0 2.2368 94.7812 0.0000
## V3 434.4753 0 71.2344 164.7635 0.5438
## C4orf23|152992 C4orf26|152816 C4orf27|54969 C4orf29|80167 C4orf31|79625
## V2 287.7901 0.0000 270.2125 98.2278 4.1359
## V3 153.8880 10.8755 314.3013 133.7684 10.8755
## C4orf32|132720 C4orf33|132321 C4orf34|201895 C4orf35|85438 C4orf36|132989
## V2 878.8800 80.9948 512.8523 0.3447 9.6504
## V3 410.0054 143.0125 761.2833 0.0000 1.0875
## C4orf37|285555 C4orf38|152641 C4orf39|152756 C4orf3|401152 C4orf40|401137
## V2 1.034 1.7233 6.2039 1746.731 0
## V3 0.000 7.0691 9.7879 2398.586 0
## C4orf41|60684 C4orf42|92070 C4orf43|55319 C4orf44|345222 C4orf45|152940
## V2 895.7683 416.0032 200.5914 4.1359 0
## V3 808.0479 284.3937 234.9103 3.8064 0
## C4orf46|201725 C4orf47|441054 C4orf48|401115 C4orf49|84709 C4orf50|389197
## V2 142.6888 12.7524 57.5580 1.7233 2.4126
## V3 184.3393 22.2947 143.0125 10.3317 0.5438
## C4orf51|646603 C4orf52|389203 C4orf6|10141 C4orf7|260436 C5AR1|728
## V2 0 230.5768 0.0000 0.3447 75.4803
## V3 0 250.1359 12.5068 1.6313 216.9657
## C5orf13|9315 C5orf15|56951 C5orf20|140947 C5orf22|55322 C5orf23|79614
## V2 1043.2823 2083.118 8.2718 567.6531 30.3300
## V3 736.2697 1136.487 29.3638 522.5666 13.5943
## C5orf24|134553 C5orf25|375484 C5orf27|202299 C5orf28|64417 C5orf30|90355
## V2 2117.2391 484.0216 1.0340 358.7898 2841.3673
## V3 578.0315 230.2773 1.0875 285.4812 265.3616
## C5orf32|84418 C5orf33|133686 C5orf34|375444 C5orf35|133383 C5orf36|285600
## V2 634.8616 679.3225 102.3637 157.8537 78.5822
## V3 660.1414 748.2327 121.2616 133.7684 20.6634
## C5orf38|153571 C5orf39|389289 C5orf40|408263 C5orf41|153222 C5orf42|65250
## V2 32.3979 21.0242 0.3447 403.5955 1115.3159
## V3 44.5895 50.0272 1.0875 202.8276 368.6786
## C5orf43|643155 C5orf44|80006 C5orf45|51149 C5orf46|389336 C5orf47|133491
## V2 1148.403 604.7177 319.4539 4.1359 1.0340
## V3 1005.438 405.8510 110.1686 46.2208 1.0875
## C5orf48|389320 C5orf49|134121 C5orf4|10826 C5orf51|285636 C5orf52|100190949
## V2 0 64.7959 1376.2227 1067.7530 0.0000
## V3 0 23.3823 64.7091 836.8679 0.5438
## C5orf53|492311 C5orf54|63920 C5orf55|116349 C5orf56|441108 C5orf58|133874
## V2 441.508 343.6248 106.1549 48.9864 0.0000
## V3 153.888 171.2887 275.6933 83.5943 4.3502
## C5orf60|285679 C5orf62|85027 C5|727 C6orf103|79747 C6orf105|84830
## V2 1.7233 159.5770 226.0962 1.3786 4.1359
## V3 1.0875 303.9695 215.3344 0.5438 9.7879
## C6orf106|64771 C6orf108|10591 C6orf10|10665 C6orf114|85411 C6orf115|58527
## V2 2955.105 726.1961 0 12.0631 183.0138
## V3 3252.855 594.8885 0 5.9815 382.2730
## C6orf118|168090 C6orf120|387263 C6orf122|401288 C6orf123|26238
## V2 0 399.2769 10.3363 2.7573
## V3 0 610.6580 11.1310 4.8940
## C6orf124|653483 C6orf125|84300 C6orf126|389383 C6orf127|340204
## V2 5.5145 1143.378 17.2329 19.9902
## V3 52.7461 1941.930 19.5759 16.3132
## C6orf129|154467 C6orf130|221443 C6orf132|647024 C6orf134|79969
## V2 307.7803 326.4746 99.2617 423.5857
## V3 370.3100 516.9114 179.9891 533.4421
## C6orf136|221545 C6orf138|442213 C6orf141|135398 C6orf142|90523
## V2 328.4599 16.1990 1261.1066 0.0000
## V3 698.7493 2.7189 128.8744 3.2626
## C6orf145|221749 C6orf146|222826 C6orf147|387097 C6orf150|115004
## V2 140.6208 1.034 15.4511 55.4901
## V3 651.9848 0.000 6.6123 50.0272
## C6orf153|88745 C6orf154|221424 C6orf155|79940 C6orf15|29113 C6orf162|57150
## V2 585.5753 192.3196 5.8592 0.0000 64.0859
## V3 905.3834 135.3997 24.4698 0.5438 54.6438
## C6orf163|206412 C6orf164|63914 C6orf165|154313 C6orf167|253714
## V2 1.3786 1.3993 18.7598 97.8831
## V3 8.1566 9.5215 13.0506 252.3110
## C6orf168|84553 C6orf170|221322 C6orf174|387104 C6orf176|90632
## V2 288.4794 68.5871 11.7184 0.3447
## V3 238.7167 33.7140 26.6177 1.0875
## C6orf182|285753 C6orf186|728464 C6orf191|253582 C6orf192|116843
## V2 52.3881 1.0478 0.6893 116.1500
## V3 162.5884 3.8064 0.0000 146.2751
## C6orf195|154386 C6orf1|221491 C6orf201|404220 C6orf203|51250 C6orf204|387119
## V2 6.2039 755.4921 4.1428 88.9220 18.6116
## V3 0.0000 816.2045 9.2713 178.9016 20.1196
## C6orf208|80069 C6orf211|79624 C6orf217|100131814 C6orf218|221718
## V2 7.5859 384.6392 0.3447 1.3786
## V3 5.1822 306.6884 3.8064 2.7189
## C6orf221|154288 C6orf222|389384 C6orf223|221416 C6orf225|619208
## V2 0.3447 0.3447 1.3821 68.9318
## V3 1.0875 0.5438 23.9424 95.1604
## C6orf226|441150 C6orf227|401253 C6orf25|80739 C6orf26|401251 C6orf27|80737
## V2 116.4947 3.7912 4.4806 96.0633 520.0902
## V3 302.3382 6.5253 2.1751 95.0353 19.5759
## C6orf35|729515 C6orf41|100133205 C6orf47|57827 C6orf48|50854 C6orf52|347744
## V2 100.9850 4.4806 799.2638 884.7392 7.9272
## V3 205.5465 4.8940 1004.3502 1027.1887 1.6313
## C6orf57|135154 C6orf58|352999 C6orf59|79992 C6orf62|81688 C6orf64|55776
## V2 31.0193 0 1.0340 3816.328 993.3067
## V3 49.4834 0 0.5438 3468.129 632.9527
## C6orf70|55780 C6orf72|116254 C6orf81|221481 C6orf89|221477 C6orf94|153918
## V2 202.6594 176.1207 30.6746 3302.865 0
## V3 229.4725 454.5949 3.8064 1573.138 0
## C6orf97|80129 C6|729 C7orf10|79783 C7orf11|136647 C7orf13|129790
## V2 69.6211 3.7912 89.2666 392.9111 182.6692
## V3 53.2898 3.8064 85.9163 566.0685 464.3828
## C7orf16|10842 C7orf23|79161 C7orf25|79020 C7orf26|79034 C7orf27|221927
## V2 0 162.7100 434.8457 724.8175 1643.678
## V3 0 269.7172 439.1680 495.3779 2203.915
## C7orf28A|51622 C7orf28B|221960 C7orf29|113763 C7orf30|115416 C7orf31|136895
## V2 931.9575 519.4008 277.4504 307.4357 17.2329
## V3 1538.3361 678.0859 177.2703 458.4013 26.6449
## C7orf33|202865 C7orf34|135927 C7orf36|57002 C7orf40|285958 C7orf41|222166
## V2 0 4.4806 177.8440 400.4039 996.7533
## V3 0 3.8064 197.9337 294.1816 415.4432
## C7orf42|55069 C7orf43|55262 C7orf44|55744 C7orf45|136263 C7orf46|340277
## V2 3475.195 440.1293 559.7259 0.6893 134.0723
## V3 3078.303 828.7113 685.6987 0.5438 63.0778
## C7orf47|221908 C7orf49|78996 C7orf4|64433 C7orf50|84310 C7orf51|222950
## V2 417.7265 641.8133 1.0340 853.7165 7.2378
## V3 781.4029 615.6607 0.5438 1376.8352 9.2442
## C7orf52|375607 C7orf53|286006 C7orf54|27099 C7orf55|154791 C7orf57|136288
## V2 7.5825 20.3349 1.3786 274.3484 2.0680
## V3 0.0000 25.5574 1.6313 800.4350 1.0875
## C7orf58|79974 C7orf59|389541 C7orf60|154743 C7orf61|402573 C7orf63|79846
## V2 87.8880 1028.462 206.1060 2.7573 139.2422
## V3 61.9902 1749.864 246.8733 16.3132 56.5525
## C7orf64|84060 C7orf65|401335 C7orf66|154907 C7orf68|29923 C7orf69|80099
## V2 311.5716 0.0000 0 222.3049 0.0000
## V3 266.9929 0.5438 0 2468.1892 0.5438
## C7orf70|84792 C7orf71|285941 C7orf72|100130988 C7|730 C8A|731 C8B|732
## V2 572.823 0.6893 0 630.7256 0 0.3447
## V3 622.621 0.5438 0 64.7091 0 0.0000
## C8G|733 C8ORFK29|340393 C8orf12|83656 C8orf22|492307 C8orf30A|51236
## V2 2.7573 10.4638 0.3447 0 1036.734
## V3 4.3502 16.3567 0.5438 0 1068.515
## C8orf31|286122 C8orf33|65265 C8orf34|116328 C8orf37|157657 C8orf38|137682
## V2 39.6358 1378.291 1.0340 75.1356 268.4892
## V3 8.1566 1564.437 1.0875 128.8744 902.6645
## C8orf39|55472 C8orf40|114926 C8orf41|80185 C8orf42|157695 C8orf44|56260
## V2 6.2039 684.4924 413.2666 569.0317 41.5073
## V3 13.5943 837.4116 423.5563 189.7771 38.9179
## C8orf45|157777 C8orf46|254778 C8orf47|203111 C8orf48|157773 C8orf4|56892
## V2 80.9948 7.2378 0 5.8592 7809.2796
## V3 103.8608 22.2947 0 7.0691 393.1485
## C8orf51|78998 C8orf55|51337 C8orf56|157556 C8orf58|541565 C8orf59|401466
## V2 118.2180 1119.796 0.5928 163.7129 357.5973
## V3 176.7265 1107.123 0.8048 388.2545 487.5530
## C8orf71|26138 C8orf73|642475 C8orf74|203076 C8orf75|619351 C8orf76|84933
## V2 0 252.9796 0 1.3786 326.5401
## V3 0 512.2349 0 27.7325 334.5242
## C8orf77|286103 C8orf79|57604 C8orf80|389643 C8orf83|286144 C8orf84|157869
## V2 13.7864 397.7363 5.5145 944.3652 38.6018
## V3 23.9260 10.8755 23.9260 703.6433 37.5204
## C8orf85|441376 C8orf86|389649 C9orf100|84904 C9orf102|375748 C9orf103|414328
## V2 5032.3635 4.1359 146.7730 93.9057 140.6208
## V3 102.2295 1.0875 254.5079 74.3067 145.7314
## C9orf106|414318 C9orf109|286333 C9orf110|100128385 C9orf114|51490
## V2 3.4466 25.8494 143.0334 426.8496
## V3 22.2947 15.2257 76.6721 847.4334
## C9orf116|138162 C9orf117|286207 C9orf119|375757 C9orf11|54586
## V2 196.8002 68.2424 249.8776 0
## V3 100.0544 30.4513 549.7553 0
## C9orf122|158228 C9orf123|90871 C9orf125|84302 C9orf128|392307
## V2 169.5721 533.5319 12.4077 4.1359
## V3 15.7694 630.2338 18.4883 90.8102
## C9orf129|445577 C9orf130|100128782 C9orf131|138724 C9orf135|138255
## V2 186.1881 60.9322 3.1019 0
## V3 82.0120 81.2779 3.8064 0
## C9orf139|401563 C9orf140|89958 C9orf142|286257 C9orf144B|259308
## V2 12.9419 946.0885 383.2606 0.0000
## V3 19.0321 2002.7189 1026.6449 1.0875
## C9orf144|389715 C9orf150|286343 C9orf152|401546 C9orf153|389766
## V2 0 595.9151 831.6617 0.6893
## V3 0 1915.1713 649.8097 0.0000
## C9orf156|51531 C9orf163|158055 C9orf167|54863 C9orf169|375791 C9orf16|79095
## V2 236.0913 43.7717 75.1356 14.8203 518.0222
## V3 253.9424 77.7597 153.8880 116.6830 1495.9217
## C9orf170|401535 C9orf171|389799 C9orf172|389813 C9orf173|441476
## V2 0.0000 1.034 95.8152 2.7573
## V3 0.5438 0.000 121.8053 15.7694
## C9orf21|195827 C9orf23|138716 C9orf24|84688 C9orf25|203259 C9orf27|58483
## V2 110.9801 322.2560 12.0631 1080.5054 0
## V3 92.9853 426.3187 14.1381 875.4758 0
## C9orf30|91283 C9orf37|85026 C9orf3|84909 C9orf40|55071 C9orf41|138199
## V2 218.9376 135.4509 149.6302 145.7907 170.9508
## V3 225.0353 263.7303 368.1784 57.6400 74.4970
## C9orf43|257169 C9orf44|158314 C9orf45|81571 C9orf46|55848 C9orf47|286223
## V2 7.5825 6.5485 225.7515 454.6050 13.6037
## V3 46.2208 1.0875 207.1778 208.2654 27.4551
## C9orf4|23732 C9orf50|375759 C9orf53|51198 C9orf57|138240 C9orf5|23731
## V2 0.6893 0.0000 2.068 0 1528.562
## V3 0.0000 3.8064 0.000 0 1912.452
## C9orf64|84267 C9orf66|157983 C9orf68|55064 C9orf69|90120 C9orf6|54942
## V2 512.1630 39.9804 74.1016 855.7879 339.8336
## V3 365.9598 44.9320 10.3317 1573.6813 607.3953
## C9orf70|84850 C9orf71|169693 C9orf72|203228 C9orf78|51759 C9orf79|286234
## V2 0.0000 0.0000 194.0429 859.9238 0
## V3 2.7189 0.0054 98.4231 1593.8010 0
## C9orf7|11094 C9orf80|58493 C9orf82|79886 C9orf84|158401 C9orf85|138241
## V2 997.098 181.2905 240.2272 0.0000 68.9318
## V3 2354.541 241.9793 208.8091 22.8385 132.6808
## C9orf86|55684 C9orf89|84270 C9orf91|203197 C9orf93|203238 C9orf95|54981
## V2 2372.976 581.4394 1057.069 79.9608 285.0328
## V3 5569.875 326.2643 1234.367 34.8015 321.3703
## C9orf96|169436 C9orf98|158067 C9orf9|11092 C9|735 CA10|56934 CA11|770
## V2 65.8298 87.5433 259.1834 0 0.0000 29.2960
## V3 40.2393 98.4231 185.9706 0 4.3502 75.0027
## CA12|771 CA13|377677 CA14|23632 CA1|759 CA2|760 CA3|761 CA4|762 CA5A|763
## V2 1266.966 53.7668 37.5678 0 60.3153 13.0970 0.6893 0
## V3 6887.983 140.3698 7.0691 0 66.3404 40.7069 4.3502 0
## CA5BP|340591 CA5B|11238 CA6|765 CA7|766 CA8|767 CA9|768 CAB39L|81617
## V2 517.3329 168.0487 0 1.0340 0.3447 0.3447 416.0032
## V3 126.1555 529.1626 0 0.5438 201.1963 95.7096 615.5519
## CAB39|51719 CABC1|56997 CABIN1|23523 CABLES1|91768 CABLES2|81928 CABP1|9478
## V2 1413.446 891.9977 1346.582 939.5399 1612.6586 8.6165
## V3 1766.721 1077.9717 2218.053 544.3176 659.5976 7.0691
## CABP2|51475 CABP4|57010 CABP5|56344 CABP7|164633 CABYR|26256 CACHD1|57685
## V2 0 716.6456 0 8.1891 116.1500 105.1209
## V3 0 4.9048 0 34.1381 98.9668 72.8657
## CACNA1A|773 CACNA1B|774 CACNA1C|775 CACNA1D|776 CACNA1E|777 CACNA1F|778
## V2 4.1359 45.495 972.9029 751.0116 1.0340 75.1356
## V3 8.7004 1290.375 280.0435 954.3230 15.7694 402.9364
## CACNA1G|8913 CACNA1H|8912 CACNA1I|8911 CACNA1S|779 CACNA2D1|781
## V2 7.2378 131.3150 12.4077 0.0000 28.9513
## V3 21.7510 104.4046 37.5204 1.0875 53.2898
## CACNA2D2|9254 CACNA2D3|55799 CACNA2D4|93589 CACNB1|782 CACNB2|783 CACNB3|784
## V2 1737.770 3.4466 198.8681 161.6450 541.4590 839.9335
## V3 1019.032 2.1751 59.8151 251.2235 18.4883 1654.1599
## CACNB4|785 CACNG1|786 CACNG2|10369 CACNG3|10368 CACNG4|27092 CACNG5|27091
## V2 29.6407 1.7233 0 0 607.6335 0
## V3 19.0321 95.7042 0 0 6303.9695 0
## CACNG6|59285 CACNG7|59284 CACNG8|59283 CACYBP|27101 CADM1|23705 CADM2|253559
## V2 2.7573 0.0000 0.0000 1012.263 265.732 36.1892
## V3 0.0000 0.5438 0.5438 2081.022 531.267 4.3502
## CADM3|57863 CADM4|199731 CADPS2|93664 CADPS|8618 CAD|790 CAGE1|285782
## V2 9.6746 1118.4179 312.6056 4.8252 1772.236 1.0340
## V3 16.3241 667.7542 289.2877 7.6128 1904.296 0.5438
## CALB1|793 CALB2|794 CALCA|796 CALCB|797 CALCOCO1|57658 CALCOCO2|10241
## V2 0.6893 49.9755 0.3447 0 1414.480 2151.705
## V3 0.5438 60.9027 0.0000 0 1281.675 10366.504
## CALCRL|10203 CALCR|799 CALD1|800 CALHM1|255022 CALHM2|51063 CALHM3|119395
## V2 350.1734 0.3447 2888.241 12.0631 688.2837 2.7573
## V3 215.8782 89.7227 3664.492 1.6313 382.8167 0.0000
## CALM1|801 CALM2|805 CALM3|808 CALML3|810 CALML4|91860 CALML5|51806
## V2 5331.527 8792.591 5593.813 0.6893 261.2514 0.3447
## V3 6870.582 16700.381 6820.011 70.1468 383.9043 795.5411
## CALML6|163688 CALN1|83698 CALR3|125972 CALR|811 CALU|813 CALY|50632
## V2 15.5096 0.0000 0.3447 36462.49 3146.046 0.6893
## V3 3.8064 0.5438 15.2257 17866.78 3953.779 4.3502
## CAMK1D|57118 CAMK1G|57172 CAMK1|8536 CAMK2A|815 CAMK2B|816 CAMK2D|817
## V2 206.7953 1.3786 254.3686 4.4806 959.5302 123.0432
## V3 169.1136 43.5019 128.9995 11.9630 10.8755 830.8864
## CAMK2G|818 CAMK2N1|55450 CAMK2N2|94032 CAMK4|814 CAMKK1|84254 CAMKK2|10645
## V2 675.5313 3279.084 124.0772 20.3349 506.3038 1677.799
## V3 740.0761 1892.877 31.5389 11.9630 400.2175 1634.040
## CAMKV|79012 CAMLG|819 CAMP|820 CAMSAP1L1|23271 CAMSAP1|157922 CAMTA1|23261
## V2 6.8932 1280.063 3.7912 1430.3341 922.9963 763.0746
## V3 3.2626 394.236 51.1147 966.8298 1132.6808 359.4345
## CAMTA2|23125 CAND1|55832 CAND2|23066 CANT1|124583 CANX|821 CAP1|10487
## V2 1670.5613 9572.554 90.6453 3788.490 24273.63 5229.164
## V3 893.4203 1913.540 32.6264 4154.432 11472.00 5769.440
## CAP2|10486 CAPG|822 CAPN10|11132 CAPN11|11131 CAPN12|147968 CAPN13|92291
## V2 51.6988 1353.820 330.5278 21.7135 44.5609 3627.879
## V3 184.8831 4544.861 479.6085 4.8940 154.8341 1587.820
## CAPN14|440854 CAPN1|823 CAPN2|824 CAPN3|825 CAPN5|726 CAPN6|827 CAPN7|23473
## V2 5.1699 3862.591 3403.161 33.4319 250.9116 1.7233 932.6468
## V3 3.8064 4328.983 5439.913 48.3959 429.5813 3.8064 867.3192
## CAPN8|388743 CAPN9|10753 CAPNS1|826 CAPNS2|84290 CAPRIN1|4076 CAPRIN2|65981
## V2 1212.510 26.1941 6479.931 0.6893 6801.497 293.6493
## V3 1185.427 869.4943 9129.962 0.0000 4692.768 252.3110
## CAPS2|84698 CAPSL|133690 CAPS|828 CAPZA1|829 CAPZA2|830 CAPZA3|93661
## V2 32.0533 0.0000 447.0225 3112.959 2094.836 0
## V3 3.2626 1.6313 625.8836 2335.508 1702.012 0
## CAPZB|832 CARD10|29775 CARD11|84433 CARD14|79092 CARD16|114769 CARD17|440068
## V2 3123.643 281.0279 77.5482 123.3879 22.4028 0
## V3 4216.966 221.8597 221.3159 219.6846 100.5982 0
## CARD18|59082 CARD6|84674 CARD8|22900 CARD9|64170 CARHSP1|23589 CARKD|55739
## V2 0 62.7279 532.4979 26.1941 1272.766 1029.1512
## V3 0 103.3170 628.6025 294.7254 2266.998 786.2969
## CARM1|10498 CARNS1|57571 CARS2|79587 CARS|833 CARTPT|9607 CASC1|55259
## V2 1514.775 219.2134 894.0174 1209.749 4383.716 55.8347
## V3 1557.912 38.0642 656.4220 1214.247 0.000 22.8385
## CASC2|255082 CASC3|22794 CASC4|113201 CASC5|57082 CASD1|64921 CASKIN1|57524
## V2 24.8154 3372.142 3648.558 313.9842 3876.378 268.4306
## V3 18.4883 1369.222 2496.465 90.8102 2696.030 83.3279
## CASKIN2|57513 CASK|8573 CASP10|843 CASP12|120329 CASP14|23581 CASP1|834
## V2 1060.750 2565.296 87.5433 0.3447 0.0000 85.4754
## V3 1282.458 2205.003 195.2148 0.0000 139.7499 226.7537
## CASP2|835 CASP3|836 CASP4|837 CASP5|838 CASP6|839 CASP7|840 CASP8AP2|9994
## V2 2384.694 726.1961 266.0766 0.0000 346.3821 163.0236 289.1688
## V3 2042.958 1300.1631 654.7036 4.3502 412.1805 765.6335 301.2507
## CASP8|841 CASP9|842 CASQ1|844 CASQ2|845 CASR|846 CASS4|57091 CAST|831
## V2 529.3960 322.2560 18.6116 4.8252 0.0000 6.2039 6809.449
## V3 702.5557 301.7945 3.2626 1.6313 0.5438 34.2577 3936.841
## CASZ1|54897 CATSPER1|117144 CATSPER2P1|440278 CATSPER2|117155
## V2 2756.581 3.1019 61.2424 44.1956
## V3 1011.419 9.2442 47.4551 28.0642
## CATSPER3|347732 CATSPER4|378807 CATSPERB|79820 CATSPERG|57828 CAT|847
## V2 4.5529 0.0000 0.6893 181.2905 1034.321
## V3 3.8064 1.0875 334.9647 118.5427 1733.551
## CAV1|857 CAV2|858 CAV3|859 CBARA1|10367 CBFA2T2|9139 CBFA2T3|863 CBFB|865
## V2 375.3335 146.4800 0.0000 833.7297 1640.576 388.7752 1342.446
## V3 834.6928 425.7749 5.9815 1516.5851 1209.353 324.0892 1185.427
## CBLB|868 CBLC|23624 CBLL1|79872 CBLN1|869 CBLN2|147381 CBLN3|643866
## V2 432.2022 642.4440 1111.8694 23.7815 0.0000 96.1598
## V3 444.2632 7.0691 724.3067 60.9027 2.7189 35.8891
## CBLN4|140689 CBL|867 CBR1|873 CBR3|874 CBR4|84869 CBS|875 CBWD1|55871
## V2 11.0291 715.1671 845.2241 176.6445 660.7110 9.9951 826.1472
## V3 6.5253 321.9141 674.3556 392.6047 303.9695 1694.3991 421.9685
## CBWD2|150472 CBWD3|445571 CBWD5|220869 CBWD6|644019 CBX1|10951 CBX2|84733
## V2 387.3965 110.2908 0 89.2666 1821.867 263.3193
## V3 565.5247 508.4285 0 97.3355 10291.463 1551.3866
## CBX3|11335 CBX4|8535 CBX5|23468 CBX6|23466 CBX7|23492 CBX8|57332 CBY1|25776
## V2 3209.118 1810.838 2603.897 1025.0153 1072.9229 332.2511 517.5604
## V3 3081.022 2830.886 2005.438 192.4959 427.4062 778.1403 355.6281
## CC2D1A|54862 CC2D1B|200014 CC2D2A|57545 CC2D2B|387707 CCAR1|55749
## V2 2173.419 984.0009 267.7999 4.1359 1378.980
## V3 1761.283 1010.3317 82.1098 4.3502 1129.962
## CCBE1|147372 CCBL1|883 CCBL2|56267 CCBP2|1238 CCDC101|112869 CCDC102A|92922
## V2 0.6893 101.3297 549.8790 82.0288 345.6928 86.8540
## V3 4.3502 161.5008 261.9195 26.6449 474.1707 283.3061
## CCDC102B|79839 CCDC103|388389 CCDC104|112942 CCDC105|126402 CCDC106|29903
## V2 92.0239 184.7371 538.0124 0.0000 535.9445
## V3 50.5710 153.3442 735.1822 1.0875 504.6221
## CCDC107|203260 CCDC108|255101 CCDC109A|90550 CCDC109B|55013 CCDC110|256309
## V2 239.9342 117.5287 288.8241 100.2957 110.6355
## V3 368.1077 42.9581 520.9353 466.5579 115.2800
## CCDC111|201973 CCDC112|153733 CCDC113|29070 CCDC114|93233 CCDC115|84317
## V2 141.1964 274.0038 963.6661 43.4270 768.5892
## V3 214.7036 216.4220 404.0239 58.7276 794.4535
## CCDC116|164592 CCDC117|150275 CCDC11|220136 CCDC120|90060 CCDC121|79635
## V2 0.0000 1152.539 67.5531 1097.738 127.1791
## V3 1.6313 1145.731 47.3083 1264.274 197.3899
## CCDC122|160857 CCDC123|84902 CCDC124|115098 CCDC125|202243 CCDC126|90693
## V2 79.6162 851.6519 780.3076 616.250 246.4311
## V3 69.6030 553.0179 1234.9103 1160.413 157.1506
## CCDC127|133957 CCDC129|223075 CCDC12|151903 CCDC130|81576 CCDC132|55610
## V2 411.1780 0.3447 321.9113 601.4296 632.4489
## V3 476.3458 22.2947 585.1006 582.9255 430.1251
## CCDC134|79879 CCDC135|84229 CCDC136|64753 CCDC137|339230 CCDC138|165055
## V2 54.1114 2.7573 156.1304 726.8855 47.2183
## V3 47.3083 2.1751 66.3404 1160.9570 57.6400
## CCDC13|152206 CCDC140|151278 CCDC141|285025 CCDC142|84865 CCDC144A|9720
## V2 8.9611 0 3.4466 329.4938 0.9065
## V3 2.1751 0 4.3502 600.4894 10.6743
## CCDC144B|284047 CCDC144C|348254 CCDC144NL|339184 CCDC146|57639
## V2 2.7573 0 0.0000 136.4849
## V3 3.8064 0 5.9815 103.8608
## CCDC147|159686 CCDC148|130940 CCDC149|91050 CCDC14|64770 CCDC150|284992
## V2 12.7524 5.5145 569.7210 1221.1262 21.3688
## V3 0.5438 17.9445 758.0207 979.3366 27.1887
## CCDC151|115948 CCDC152|100129792 CCDC153|283152 CCDC154|645811
## V2 22.0582 18.7150 15.165 7.5825
## V3 57.0962 37.8738 4.894 22.8385
## CCDC155|147872 CCDC157|550631 CCDC158|339965 CCDC159|126075 CCDC15|80071
## V2 1.3786 70.3862 137.1742 115.1160 106.4996
## V3 0.5438 131.7564 15.2257 476.3458 22.8385
## CCDC160|347475 CCDC163P|126661 CCDC17|149483 CCDC18|343099 CCDC19|25790
## V2 186.4604 31.3640 6.8932 80.3538 85.8200
## V3 66.3404 9.2442 15.7694 56.0413 197.3899
## CCDC21|64793 CCDC22|28952 CCDC23|374969 CCDC24|149473 CCDC25|55246
## V2 1348.6500 823.4658 251.6009 637.2569 1275.5823
## V3 467.6455 1826.2915 194.6710 400.9842 964.1109
## CCDC27|148870 CCDC28A|25901 CCDC28B|79140 CCDC30|728621 CCDC33|80125
## V2 0.3447 163.3683 64.7959 222.6496 0.0000
## V3 0.0000 281.1310 117.9989 58.7276 0.5438
## CCDC34|91057 CCDC36|339834 CCDC37|348807 CCDC38|120935 CCDC39|339829
## V2 458.3962 7.5825 0.0000 0 43.4270
## V3 164.7635 10.8755 0.5438 0 15.2257
## CCDC3|83643 CCDC40|55036 CCDC41|51134 CCDC42B|387885 CCDC42|146849
## V2 116.150 326.3919 191.6303 2.9365 0.0000
## V3 211.528 319.1952 131.5933 4.8940 0.5438
## CCDC43|124808 CCDC45|90799 CCDC46|201134 CCDC47|57003 CCDC48|79825
## V2 501.4786 558.0026 90.3006 3346.637 210.5865
## V3 915.7151 4696.0305 120.1740 6528.004 319.1952
## CCDC50|152137 CCDC51|79714 CCDC52|152185 CCDC53|51019 CCDC54|84692
## V2 1353.1305 309.5036 716.2010 190.2517 0.3447
## V3 816.2045 319.1952 566.6123 533.4421 0.0000
## CCDC55|84081 CCDC56|28958 CCDC57|284001 CCDC58|131076 CCDC59|29080
## V2 646.9246 804.2407 1160.466 138.5528 257.4601
## V3 443.1756 869.8097 879.826 202.2838 290.9190
## CCDC60|160777 CCDC61|729440 CCDC62|84660 CCDC63|160762 CCDC64B|146439
## V2 0.6893 184.0478 2.0680 0 550.7648
## V3 1.6313 78.8472 7.6128 0 1029.3638
## CCDC64|92558 CCDC65|85478 CCDC66|285331 CCDC67|159989 CCDC68|80323
## V2 986.4135 17.2329 200.4777 0.0000 2163.4234
## V3 1224.0348 14.1381 186.1555 1.0875 1.0875
## CCDC69|26112 CCDC6|8030 CCDC70|83446 CCDC71|64925 CCDC72|51372 CCDC73|493860
## V2 386.3625 2101.729 0.0000 617.6286 1219.748 108.6813
## V3 304.5133 1971.180 0.5438 336.5960 1066.884 26.8026
## CCDC74A|90557 CCDC74B|91409 CCDC75|253635 CCDC76|54482 CCDC77|84318
## V2 396.0130 214.3778 72.3784 367.2960 215.7564
## V3 128.3306 45.1332 82.1098 167.5095 196.3023
## CCDC78|124093 CCDC79|283847 CCDC7|221016 CCDC80|151887 CCDC81|60494
## V2 177.1546 0.3447 20.8553 977.1078 9.9951
## V3 352.9092 1.0875 29.9076 1694.3991 8.7004
## CCDC82|79780 CCDC83|220047 CCDC84|338657 CCDC85A|114800 CCDC85B|11007
## V2 108.2229 5.8592 73.0677 73.0573 332.9404
## V3 108.2110 1.0875 71.2344 14.1381 632.4089
## CCDC85C|317762 CCDC86|79080 CCDC87|55231 CCDC88A|55704 CCDC88B|283234
## V2 1054.5595 1842.529 80.6502 284.6882 160.6110
## V3 512.6699 1171.811 181.0767 274.6058 465.4704
## CCDC88C|440193 CCDC89|220388 CCDC8|83987 CCDC90A|63933 CCDC90B|60492
## V2 548.6968 15.8543 95.8152 296.7512 347.9986
## V3 623.7085 34.2577 171.2887 359.4345 714.8777
## CCDC91|55297 CCDC92|80212 CCDC93|54520 CCDC94|55702 CCDC96|257236
## V2 491.8281 689.3176 1056.3793 371.5422 153.3732
## V3 266.9929 1282.2186 591.6259 539.4236 147.3627
## CCDC97|90324 CCDC99|54908 CCDC9|26093 CCHCR1|54535 CCIN|881 CCKAR|886
## V2 1679.178 318.8094 534.5658 613.4927 3.4466 0.3447
## V3 2045.133 299.6194 841.7618 830.3426 8.1566 0.0000
## CCKBR|887 CCK|885 CCL11|6356 CCL13|6357 CCL14-CCL15|348249 CCL14|6358
## V2 2.068 0.0000 2.4126 4.1359 0 46.8702
## V3 0.000 17.4008 4.3502 9.7879 0 95.6987
## CCL15|6359 CCL16|6360 CCL17|6361 CCL18|6362 CCL19|6363 CCL1|6346 CCL20|6364
## V2 1.3786 0.6893 4.1359 8.9611 122.6985 0.0000 1.3786
## V3 1.0875 0.0000 39.6955 82.1098 214.2469 2.7189 2.1751
## CCL21|6366 CCL22|6367 CCL23|6368 CCL24|6369 CCL25|6370 CCL26|10344
## V2 438.0614 38.9464 0.0000 0.6893 0 1.3786
## V3 509.5160 675.3670 2.1751 0.0000 0 2.1751
## CCL27|10850 CCL28|56477 CCL2|6347 CCL3L1|6349 CCL3L3|414062 CCL3|6348
## V2 1.034 102.0190 122.0092 2.8745 5.3974 25.5048
## V3 0.000 79.9347 378.4666 23.5780 6.3295 78.8472
## CCL4L2|388372 CCL4|6351 CCL5|6352 CCL7|6354 CCL8|6355 CCM2|83605 CCNA1|8900
## V2 16.5436 20.3349 73.4123 0.3447 5.8592 666.5702 3.4466
## V3 106.0359 115.8238 1305.0571 4.3502 75.0408 1713.9750 2.1751
## CCNA2|890 CCNB1IP1|57820 CCNB1|891 CCNB2|9133 CCNB3|85417 CCNC|892 CCND1|595
## V2 360.1995 165.4362 1282.820 595.9151 51.6988 349.1394 48106.741
## V3 753.2355 405.6552 1877.651 1454.0511 33.1702 666.1229 3756.906
## CCND2|894 CCND3|896 CCNDBP1|23582 CCNE1|898 CCNE2|9134 CCNF|899 CCNG1|900
## V2 311.2269 1624.377 1800.4977 163.3683 257.4808 1039.8357 1682.9690
## V3 686.7863 1475.802 375.7477 227.8412 823.0560 915.7151 463.2953
## CCNG2|901 CCNH|902 CCNI2|645121 CCNI|10983 CCNJL|79616 CCNJ|54619 CCNK|8812
## V2 1563.028 551.8780 12.8110 13181.477 17.9223 184.3925 679.419
## V3 2764.002 322.1098 10.2066 2967.917 165.8510 112.5612 1183.904
## CCNL1|57018 CCNL2|81669 CCNO|10309 CCNT1|904 CCNT2|905 CCNYL1|151195
## V2 973.6612 4875.544 1.7233 200.5914 724.1282 191.2856
## V3 1773.7901 1633.496 8.1566 65.2529 792.8222 357.8032
## CCNY|219771 CCPG1|9236 CCR10|2826 CCR1|1230 CCR2|729230 CCR3|1232 CCR4|1233
## V2 1003.646 2723.325 8.2718 59.2813 22.4028 0.3447 25.1601
## V3 1053.290 1801.468 70.6906 151.7129 102.7732 1.0875 34.8015
## CCR5|1234 CCR6|1235 CCR7|1236 CCR8|1237 CCR9|10803 CCRL1|51554 CCRL2|9034
## V2 34.1212 20.8656 43.4270 1.7233 1.3786 16.8883 66.8638
## V3 352.3654 34.3991 299.6194 10.8755 1.0875 45.1332 65.2529
## CCRN4L|25819 CCS|9973 CCT2|10576 CCT3|7203 CCT4|10575 CCT5|22948 CCT6A|908
## V2 217.1351 941.2632 16822.452 7914.400 2824.134 4771.112 4391.987
## V3 103.3170 820.5546 2733.551 9970.636 4961.392 5885.264 4663.948
## CCT6B|10693 CCT6P1|643253 CCT7|10574 CCT8L2|150160 CCT8|10694 CD101|9398
## V2 76.5143 112.7034 3278.050 0 5226.751 121.3199
## V3 197.9337 92.9853 8029.364 0 2416.531 60.3589
## CD109|135228 CD14|929 CD151|977 CD160|11126 CD163L1|283316 CD163|9332
## V2 151.3052 540.0804 5520.056 29.6407 76.1696 193.6983
## V3 198.4774 1061.4464 6675.367 16.3132 383.9043 461.1202
## CD164L2|388611 CD164|8763 CD177|57126 CD180|4064 CD19|930 CD1A|909 CD1B|910
## V2 125.8005 3826.402 3.4466 56.8687 6.5485 1.0340 0.0000
## V3 11.9630 6402.393 4.8940 72.8657 30.9951 1.6313 1.6313
## CD1C|911 CD1D|912 CD1E|913 CD200R1L|344807 CD200R1|131450 CD200|4345
## V2 8.9611 14.8203 5.1699 0 4.8252 78.5822
## V3 11.9630 30.9951 7.6128 0 11.9630 188.6895
## CD207|50489 CD209|30835 CD226|10666 CD22|933 CD244|51744 CD247|919
## V2 18.9562 39.2911 7.5825 267.1106 6.2039 17.5776
## V3 2.7189 33.7140 28.8200 46.7645 16.3132 195.7586
## CD248|57124 CD24|100133941 CD274|29126 CD276|80381 CD27|939 CD28|940
## V2 448.7458 5532.119 12.7524 3781.252 49.0174 17.2329
## V3 1168.5699 7199.565 34.2577 3567.156 255.1550 70.1468
## CD2AP|23607 CD2BP2|10421 CD2|914 CD300A|11314 CD300C|10871 CD300E|342510
## V2 1398.281 2095.526 28.9513 78.5822 16.1990 0.0000
## V3 2227.297 2926.590 567.6998 148.9940 22.8385 0.5438
## CD300LB|124599 CD300LD|100131439 CD300LF|146722 CD300LG|146894 CD302|9936
## V2 4.1359 0 29.9853 4.4806 670.0168
## V3 9.7879 0 52.2023 21.7510 481.3486
## CD320|51293 CD33|945 CD34|947 CD36|948 CD37|951 CD38|952 CD3D|915
## V2 925.4089 26.1941 813.0502 225.4069 183.7032 11.7184 13.7864
## V3 389.3420 73.9532 1144.6438 356.1718 446.4383 111.4736 210.9842
## CD3EAP|10849 CD3E|916 CD3G|917 CD40LG|959 CD40|958 CD44|960 CD46|4179
## V2 1012.122 46.8736 6.2039 7.5825 286.0668 14437.069 6896.623
## V3 1146.493 508.9723 42.4144 31.5389 326.2643 6356.716 7926.047
## CD47|961 CD48|962 CD4|920 CD52|1043 CD53|963 CD55|1604 CD58|965 CD59|966
## V2 1555.79 73.4123 450.4691 67.5531 285.7222 199.2128 193.6983 11116.626
## V3 2394.78 357.2594 1354.5405 477.9772 860.2501 1896.1392 100.5982 4034.802
## CD5L|922 CD5|921 CD63|967 CD68|968 CD69|969 CD6|923 CD70|970 CD72|971
## V2 4.4806 27.2280 4669.093 1009.850 9.3058 56.8687 1.3786 32.0533
## V3 0.5438 292.5503 11332.246 2084.285 59.2713 636.7591 9.2442 174.5514
## CD74|972 CD79A|973 CD79B|974 CD7|924 CD80|941 CD81|975 CD82|3732 CD83|9308
## V2 9743.85 75.8249 46.8736 29.9853 14.4757 14637.66 361.8918 256.0815
## V3 41882.54 328.9831 856.9875 260.4676 28.2762 10315.93 1415.4432 294.7254
## CD84|8832 CD86|942 CD8A|925 CD8B|926 CD93|22918 CD96|10225 CD97|976
## V2 31.7086 75.8249 18.6116 6.2039 1070.510 13.0970 707.9292
## V3 95.7042 254.4861 686.2425 116.9114 1343.121 219.6846 777.0527
## CD99L2|83692 CD99|4267 CD9|928 CDADC1|81602 CDAN1|146059 CDA|978
## V2 1059.4812 831.6617 11354.785 62.3832 826.4919 29.9853
## V3 596.5198 3938.0098 8676.455 108.2110 554.1055 13.0506
## CDC123|8872 CDC14A|8556 CDC14B|8555 CDC14C|168448 CDC16|8881 CDC20B|166979
## V2 712.8165 1786.7113 68.9318 1.3786 1111.180 0
## V3 625.8945 77.2159 139.2061 3.8064 1161.501 0
## CDC20|991 CDC23|8697 CDC25A|993 CDC25B|994 CDC25C|995 CDC26|246184 CDC27|996
## V2 603.1529 975.7291 146.4800 3350.428 175.7760 64.7407 1610.9353
## V3 648.7221 492.1153 183.2518 3166.939 83.1974 147.9337 668.8418
## CDC34|997 CDC37L1|55664 CDC37|11140 CDC40|51362 CDC42BPA|8476 CDC42BPB|9578
## V2 922.9963 276.7610 2885.828 297.7852 2125.856 3242.206
## V3 1164.2197 215.8782 4094.617 353.4530 1730.288 3714.519
## CDC42BPG|55561 CDC42EP1|11135 CDC42EP2|10435 CDC42EP3|10602 CDC42EP4|23580
## V2 951.9477 914.3799 100.6404 281.2416 1568.5423
## V3 610.6580 1692.7678 576.4002 715.6063 727.0256
## CDC42EP5|148170 CDC42SE1|56882 CDC42SE2|56990 CDC42|998 CDC45|8318 CDC5L|988
## V2 37.5678 8806.419 854.7539 6211.097 203.3487 1216.6456
## V3 97.8793 3130.098 805.3290 3972.267 607.3953 880.9135
## CDC6|990 CDC73|79577 CDC7|8317 CDCA2|157313 CDCA3|83461 CDCA4|55038
## V2 488.0369 916.4478 380.1587 256.4262 235.6432 261.2514
## V3 553.0179 850.4622 234.9103 381.1854 372.4089 451.3322
## CDCA5|113130 CDCA7L|55536 CDCA7|83879 CDCA8|55143 CDCP1|64866 CDCP2|200008
## V2 472.1826 427.6216 23.0921 657.2644 895.079 0.3447
## V3 1182.7080 177.5421 150.0816 591.6259 1759.108 4.3502
## CDH10|1008 CDH11|1009 CDH12|1010 CDH13|1012 CDH15|1013 CDH16|1014 CDH17|1015
## V2 0.3447 1009.850 9.6504 112.3588 5.8592 0 0.6893
## V3 0.0000 2001.631 63.6215 271.3431 5.9815 0 1.0875
## CDH18|1016 CDH19|28513 CDH1|999 CDH20|28316 CDH22|64405 CDH23|64072
## V2 1.7233 0.0000 17916.40 0.0000 0.6893 33.7766
## V3 0.5438 26.6449 13901.03 0.5438 3.2626 46.7645
## CDH24|64403 CDH26|60437 CDH2|1000 CDH3|1001 CDH4|1002 CDH5|1003 CDH6|1004
## V2 286.4115 19.6456 79.9608 129.5917 2.4126 612.1141 44.8056
## V3 215.8782 97.3355 88.6351 812.9418 3.2626 917.8902 33.1702
## CDH7|1005 CDH8|1006 CDH9|1007 CDHR1|92211 CDHR2|54825 CDHR3|222256
## V2 7.2378 0.6893 0 1.3786 23.7815 417.5404
## V3 0.0000 1.6313 0 10.8755 1.0875 76.9168
## CDHR4|389118 CDHR5|53841 CDIPT|10423 CDK10|8558 CDK11A|728642 CDK11B|984
## V2 5.1699 3.1019 2720.392 1622.309 728.0607 863.5737
## V3 0.0000 2.7189 2727.569 1150.082 408.6406 606.5851
## CDK12|51755 CDK13|8621 CDK14|5218 CDK15|65061 CDK16|5127 CDK17|5128
## V2 1586.120 1504.780 370.8529 9.3058 4060.081 614.5267
## V3 6572.594 1251.767 425.2311 2.1751 4980.968 707.4497
## CDK18|5129 CDK19|23097 CDK1|983 CDK20|23552 CDK2AP1|8099 CDK2AP2|10263
## V2 131.3150 304.2166 957.1175 223.6836 1124.277 3246.3414
## V3 469.8206 477.5585 1045.1332 230.5601 2222.947 853.7249
## CDK2|1017 CDK3|1018 CDK4|1019 CDK5R1|8851 CDK5R2|8941 CDK5RAP1|51654
## V2 485.9689 166.6736 1797.740 319.4987 90.6453 653.1285
## V3 773.2463 232.7026 2227.841 75.0408 4.8940 801.5226
## CDK5RAP2|55755 CDK5RAP3|80279 CDK5|1020 CDK6|1021 CDK7|1022 CDK8|1024
## V2 1026.394 3271.846 524.2261 226.7855 625.9004 105.1209
## V3 1665.579 16650.897 735.1822 1212.0718 431.2126 115.2800
## CDK9|1025 CDKAL1|54901 CDKL1|8814 CDKL2|8999 CDKL3|51265 CDKL4|344387
## V2 1039.836 250.9116 15.1650 242.6398 18.7253 0.0000
## V3 1567.700 333.3333 14.6819 2.7189 29.7064 0.5438
## CDKL5|6792 CDKN1A|1026 CDKN1B|1027 CDKN1C|1028 CDKN2AIPNL|91368
## V2 35.4999 1515.810 3200.157 216.7904 507.6824
## V3 46.2208 1292.006 1442.632 214.7906 263.1865
## CDKN2AIP|55602 CDKN2A|1029 CDKN2BAS|100048912 CDKN2B|1030 CDKN2C|1031
## V2 417.7265 207.4846 42.8756 225.0622 620.0412
## V3 415.4432 154.4318 10.8755 218.5971 423.5998
## CDKN2D|1032 CDKN3|1033 CDNF|441549 CDO1|1036 CDON|50937 CDR1|1038
## V2 340.1783 142.3441 42.3930 14.8203 672.4294 0.3447
## V3 616.6395 543.2300 42.9581 26.1011 97.8793 0.5438
## CDR2L|30850 CDR2|1039 CDRT15P|94158 CDRT15|146822 CDRT1|374286 CDRT4|284040
## V2 888.5304 1461.009 11.7184 0 1.1787 190.5240
## V3 1085.3725 1266.449 2.7189 0 1.3159 251.4791
## CDS1|1040 CDS2|8760 CDSN|1041 CDT1|81620 CDV3|55573 CDX1|1044 CDX2|1045
## V2 1103.598 618.6626 115.1160 447.7118 2661.800 12.0631 0.0000
## V3 1087.004 1275.1495 15.2257 870.0381 2165.851 2.7189 0.5438
## CDX4|1046 CDY1B|253175 CDY1|9085 CDY2B|203611 CDYL2|124359 CDYL|9425
## V2 0 0 0 0 107.1889 797.8852
## V3 0 0 0 0 112.0174 959.7607
## CEACAM16|388551 CEACAM18|729767 CEACAM19|56971 CEACAM1|634 CEACAM20|125931
## V2 13.4417 0 58.5920 652.0876 0
## V3 0.0000 0 134.3121 1044.0457 0
## CEACAM21|90273 CEACAM22P|388550 CEACAM3|1084 CEACAM4|1089 CEACAM5|1048
## V2 15.5096 0 0.0000 1.3786 7549.062
## V3 33.1702 0 7.6128 2.7189 94534.530
## CEACAM6|4680 CEACAM7|1087 CEACAM8|1088 CEBPA|1050 CEBPB|1051 CEBPD|1052
## V2 1190.452 17.5776 0.0000 424.6197 297.4406 657.6090
## V3 68339.859 169.6574 0.5438 741.7074 1139.7499 413.8119
## CEBPE|1053 CEBPG|1054 CEBPZ|10153 CECR1|51816 CECR2|27443 CECR4|100130717
## V2 1.3786 1458.2515 958.8408 353.2753 4.8252 5.5145
## V3 1.0875 926.5905 986.4057 1582.9255 61.4464 3.8064
## CECR5|27440 CECR6|27439 CECR7|100130418 CELA1|1990 CELA2A|63036 CELA2B|51032
## V2 827.5258 67.2085 97.5384 0.0000 0 0
## V3 800.9788 19.5759 55.4649 3.8064 0 0
## CELA3A|10136 CELA3B|23436 CELF1|10658 CELF2|10659 CELF3|11189 CELF4|56853
## V2 1.034 0.3447 3346.293 133.7276 44.4610 14.1310
## V3 0.000 0.0000 1979.880 356.7156 8.7004 9.7879
## CELF5|60680 CELF6|60677 CELP|1057 CELSR1|9620 CELSR2|1952 CELSR3|1951
## V2 4.1359 203.0420 0.3447 8900.814 14974.7365 2308.976
## V3 15.7694 281.7727 0.5438 1805.329 604.6765 1288.646
## CEL|1056 CEMP1|752014 CEND1|51286 CENPA|1058 CENPBD1|92806 CENPB|1059
## V2 41.7037 377.5841 2.0680 89.2666 387.3965 4536.744
## V3 52.2023 324.6710 3.8064 343.6650 552.4742 4463.839
## CENPC1|1060 CENPE|1062 CENPF|1063 CENPH|64946 CENPI|2491 CENPJ|55835
## V2 222.3049 548.3522 1824.968 244.7078 162.3343 197.4895
## V3 222.9473 537.2485 2230.560 324.6330 53.2898 166.9386
## CENPK|64105 CENPL|91687 CENPM|79019 CENPN|55839 CENPO|79172 CENPP|401541
## V2 135.7956 146.1353 145.7907 417.3715 122.1367 57.2754
## V3 162.5884 216.9657 376.8352 618.5481 250.9951 117.1071
## CENPQ|55166 CENPT|80152 CENPV|201161 CENPW|387103 CEP110|11064 CEP120|153241
## V2 122.0092 942.2972 229.5428 46.1843 281.5863 736.5359
## V3 188.1457 1243.6107 201.1963 87.5476 664.4916 229.4725
## CEP135|9662 CEP152|22995 CEP164|22897 CEP170L|645455 CEP170|9859
## V2 225.7515 160.6110 739.2932 2.0680 833.3850
## V3 143.5563 174.5514 386.6232 5.4377 762.9146
## CEP192|55125 CEP250|11190 CEP290|80184 CEP350|9857 CEP55|55165 CEP57|9702
## V2 680.0119 2582.184 567.9219 1316.252 319.8434 754.4582
## V3 415.4432 1824.905 418.7983 1355.628 572.5938 389.3420
## CEP63|80254 CEP68|23177 CEP70|80321 CEP72|55722 CEP76|79959 CEP78|84131
## V2 614.2992 685.5367 591.0899 81.3395 155.0965 198.5235
## V3 445.3670 830.4513 357.2594 127.7868 114.1925 210.9842
## CEP97|79598 CEPT1|10390 CER1|9350 CERCAM|51148 CERKL|375298 CERK|64781
## V2 345.3481 763.4193 0.3447 1149.092 129.2195 913.0012
## V3 141.9250 280.5873 0.5438 3220.772 57.4062 681.8923
## CES1|1066 CES2|8824 CES3|23491 CES4|51716 CES7|221223 CES8|283848 CETN1|1068
## V2 87.1987 1690.552 46.5289 0.6893 0.3447 511.4737 0
## V3 105.4921 1091.898 74.4970 0.0000 0.0000 281.1310 0
## CETN2|1069 CETN3|1070 CETN4P|729338 CETP|1071 CFB|629 CFC1B|653275
## V2 1763.9639 274.3484 0.0000 22.0582 1593.227 0
## V3 811.8543 199.0212 2.1751 22.2947 1206.118 0
## CFDP1|10428 CFD|1675 CFHR1|3078 CFHR2|3080 CFHR3|10878 CFHR4|10877
## V2 995.030 70.3104 0.3447 0 0.0000 3.4466
## V3 1085.372 364.3284 0.5438 0 10.8755 0.5438
## CFHR5|81494 CFH|3075 CFI|3426 CFL1|1072 CFL2|1073 CFLAR|8837 CFLP1|142913
## V2 0 348.1054 45.1503 10746.81 186.8051 470.4593 2.7573
## V3 0 1119.6302 140.8374 25050.03 133.2246 641.1093 1.0875
## CFP|5199 CFTR|1080 CG030|116828 CGA|1081 CGB1|114335 CGB2|114336 CGB5|93659
## V2 15.1650 4.1359 65.1405 529.3960 0 0 0
## V3 27.1887 0.0000 29.3638 172.3763 0 0 0
## CGB7|94027 CGB8|94115 CGB|1082 CGGBP1|8545 CGNL1|84952 CGN|57530
## V2 2.4126 0.000 0.000 1907.400 2132.749 2713.844
## V3 1.4519 0.087 0.087 1309.951 1567.700 3597.064
## CGREF1|10669 CGRRF1|10668 CH25H|9023 CHAC1|79094 CHAC2|494143 CHADL|150356
## V2 693.1537 111.3248 7.5825 119.5966 26.1941 223.4837
## V3 832.3491 94.6166 25.0136 11.4192 65.2529 39.1517
## CHAD|1101 CHAF1A|10036 CHAF1B|8208 CHAT|1103 CHCHD10|400916 CHCHD1|118487
## V2 229.5428 993.3067 589.7112 0 107.1889 574.2016
## V3 2085.3725 767.8086 237.0854 0 381.7292 527.4606
## CHCHD2|51142 CHCHD3|54927 CHCHD4|131474 CHCHD5|84269 CHCHD6|84303
## V2 3037.478 524.5707 230.5768 197.8342 227.4748
## V3 3311.039 1162.0446 318.6514 518.7602 309.4073
## CHCHD7|79145 CHCHD8|51287 CHD1L|9557 CHD1|1105 CHD2|1106 CHD3|1107 CHD4|1108
## V2 382.5713 1084.2967 970.2146 1133.928 2916.848 4825.568 8788.524
## V3 463.2953 747.1452 1041.3268 702.012 1688.961 3275.693 6448.227
## CHD5|26038 CHD6|84181 CHD7|55636 CHD8|57680 CHD9|80205 CHDH|55349 CHEK1|1111
## V2 2.4126 2281.297 854.0646 1933.881 1938.3612 1224.9175 177.8440
## V3 3.8064 3283.850 801.5226 1821.098 516.5851 244.1544 146.2751
## CHEK2|11200 CHERP|10523 CHFR|55743 CHGA|1113 CHGB|1114 CHI3L1|1116
## V2 147.5140 1960.089 359.4792 1641.955 69485.287 75.1356
## V3 243.6107 2501.963 1100.0544 0.000 11.963 1045.6770
## CHI3L2|1117 CHIA|27159 CHIC1|53344 CHIC2|26511 CHID1|66005 CHIT1|1118
## V2 8.2718 0 466.6680 112.7034 1616.794 9.3058
## V3 34.8015 0 84.8287 138.6623 2063.622 40.2393
## CHKA|1119 CHKB-CPT1B|386593 CHKB|1120 CHL1|10752 CHML|1122 CHMP1A|5119
## V2 814.4288 522.7268 440.7394 14.8203 526.2940 2184.103
## V3 897.7705 418.3089 183.0343 60.3589 263.1865 3436.650
## CHMP1B|57132 CHMP2A|27243 CHMP2B|25978 CHMP4A|29082 CHMP4B|128866
## V2 1588.5325 2298.185 959.8748 646.9729 4709.074
## V3 660.1414 4202.284 678.6297 1206.2262 5475.258
## CHMP4C|92421 CHMP5|51510 CHMP6|79643 CHMP7|91782 CHM|1121 CHN1|1123
## V2 673.8080 1202.053 381.5373 2345.403 1030.1852 187.8391
## V3 393.6922 1084.372 816.2045 2292.550 184.8831 169.6574
## CHN2|1124 CHODL|140578 CHORDC1|26973 CHP2|63928 CHPF2|54480 CHPF|79586
## V2 147.1693 0.3447 299.8532 0 1120.141 3321.822
## V3 113.6487 1.6313 686.2425 0 1458.945 3683.524
## CHPT1|56994 CHP|11261 CHRAC1|54108 CHRDL1|91851 CHRDL2|25884 CHRD|8646
## V2 263.5537 2299.564 504.2359 87.8880 7.2378 2762.7851
## V3 220.2284 1210.440 910.8211 134.8559 0.0000 357.8032
## CHRFAM7A|89832 CHRM1|1128 CHRM2|1129 CHRM3|1131 CHRM4|1132 CHRM5|1133
## V2 5.1699 3.1019 0 2.0680 13.0970 13.0970
## V3 3.8064 5.4377 0 1.0875 2.7189 2.7189
## CHRNA10|57053 CHRNA1|1134 CHRNA2|1135 CHRNA3|1136 CHRNA4|1137 CHRNA5|1138
## V2 10.6844 14.8203 20.3349 31.7086 8.6165 51.0095
## V3 14.1381 37.5204 0.0000 20.1196 0.0000 100.0544
## CHRNA6|8973 CHRNA7|1139 CHRNA9|55584 CHRNB1|1140 CHRNB2|1141 CHRNB3|1142
## V2 9.6504 0 0.3447 70.3104 2056.2345 0
## V3 8.1566 0 1.0875 214.2741 3.8064 0
## CHRNB4|1143 CHRND|1144 CHRNE|1145 CHRNG|1146 CHST10|9486 CHST11|50515
## V2 2.0680 0 9.5402 0.3447 384.9839 69.9657
## V3 77.7597 0 22.7950 0.5438 729.7444 179.9891
## CHST12|55501 CHST13|166012 CHST14|113189 CHST15|51363 CHST1|8534 CHST2|9435
## V2 145.4460 6.5485 649.6819 2494.641 1800.8423 65.1405
## V3 386.0794 7.6128 398.0424 1035.889 219.1408 144.6438
## CHST3|9469 CHST4|10164 CHST5|23563 CHST6|4166 CHST7|56548 CHST8|64377
## V2 126.8344 0.6893 11.5151 6.5485 17.5776 763.0746
## V3 176.7265 1.0875 3.2953 22.2947 78.8472 2.7189
## CHST9|83539 CHSY1|22856 CHSY3|337876 CHTF18|63922 CHTF8|54921 CHUK|1147
## V2 0.6893 856.1325 35.1552 529.7406 2375.733 462.8768
## V3 0.0000 871.1256 91.3540 1180.5329 1419.250 419.7934
## CHURC1|91612 CIAO1|9391 CIAPIN1|57019 CIB1|10519 CIB2|10518 CIB3|117286
## V2 1098.441 1858.745 974.6951 1842.891 12.7524 3.7912
## V3 1166.819 2948.885 1135.3997 1338.227 98.9668 7.6128
## CIB4|130106 CIC|23152 CIDEA|1149 CIDEB|27141 CIDECP|152302 CIDEC|63924
## V2 0.3447 3015.765 1.7233 765.5217 80.9948 8.2718
## V3 0.5438 2520.935 5.9815 559.6139 203.9152 83.1974
## CIITA|4261 CILP2|148113 CILP|8483 CINP|51550 CIR1|9541 CIRBP|1153
## V2 125.4558 49.6309 1374.844 302.6104 534.9105 7804.454
## V3 387.7107 275.6933 1765.090 499.1843 536.1610 8644.916
## CIRH1A|84916 CISD1|55847 CISD2|493856 CISD3|284106 CISH|1154 CITED1|4435
## V2 1037.4231 248.4990 510.0916 1199.740 686.9050 37.2232
## V3 780.8592 215.8782 576.3785 4456.335 566.6123 21.2072
## CITED2|10370 CITED4|163732 CIT|11113 CIZ1|25792 CKAP2L|150468 CKAP2|26586
## V2 416.3479 161.3003 544.2163 1958.351 200.5914 480.1097
## V3 1321.9141 67.4279 1102.2295 2667.210 406.1990 729.7444
## CKAP4|10970 CKAP5|9793 CKB|1152 CKLF|51192 CKMT1A|548596 CKMT1B|1159
## V2 1415.514 5143.344 48.2522 394.2897 1002.612 1938.3612
## V3 2237.085 3386.623 428.4937 407.8303 925.503 948.3415
## CKMT2|1160 CKM|1158 CKS1B|1163 CKS2|1164 CLASP1|23332 CLASP2|23122
## V2 10.6844 1.7233 614.5267 422.2071 997.7873 1724.673
## V3 3.2626 3.2626 884.7200 859.1626 1089.1789 651.441
## CLCA1|1179 CLCA2|9635 CLCA3P|9629 CLCA4|22802 CLCC1|23155 CLCF1|23529
## V2 0 5.8592 0 0.0000 1265.5320 319.1541
## V3 0 4.3502 0 0.5438 761.9413 101.1419
## CLCN1|1180 CLCN2|1181 CLCN3|1182 CLCN4|1183 CLCN5|1184 CLCN6|1185 CLCN7|1186
## V2 14.1310 332.2511 2133.783 18.6116 171.9848 519.7455 2271.646
## V3 5.4377 300.1631 1406.743 30.9951 107.1234 567.1561 3038.608
## CLCNKA|1187 CLCNKB|1188 CLC|1178 CLDN10|9071 CLDN11|5010 CLDN12|9069
## V2 17.9223 0.6893 0 1.9335 123.3879 1051.2094
## V3 6.5253 8.1566 0 1.8597 84.2849 939.3964
## CLDN14|23562 CLDN15|24146 CLDN16|10686 CLDN17|26285 CLDN18|51208
## V2 2.7573 147.1693 0 0 6.2039
## V3 17.4008 202.8276 0 0 2.1751
## CLDN19|149461 CLDN1|9076 CLDN20|49861 CLDN22|53842 CLDN23|137075
## V2 0.6893 141.6548 0.6893 0 148.5480
## V3 2.7189 18.4883 4.3502 0 253.9424
## CLDN25|644672 CLDN2|9075 CLDN3|1365 CLDN4|1364 CLDN5|7122 CLDN6|9074
## V2 0.3447 9.6504 899.5595 2098.972 171.9848 2.4126
## V3 0.0000 13.2300 2126.1555 8245.786 165.3072 1.6313
## CLDN7|1366 CLDN8|9073 CLDN9|9080 CLDND1|56650 CLDND2|125875 CLEC10A|10462
## V2 2946.488 42.0484 70.3104 981.2437 1.7233 23.0921
## V3 2054.377 114.1925 22.8385 831.9739 3.2626 47.8521
## CLEC11A|6320 CLEC12A|160364 CLEC12B|387837 CLEC14A|161198 CLEC16A|23274
## V2 193.3536 2.7573 0.6893 197.4895 901.9721
## V3 543.7738 56.5525 4.3502 296.3567 602.5014
## CLEC17A|388512 CLEC18A|348174 CLEC18B|497190 CLEC18C|283971 CLEC1A|51267
## V2 3.7912 2.7573 0.3447 1.0340 9.3058
## V3 2.1751 17.9445 15.2257 3.2626 27.7325
## CLEC1B|51266 CLEC2A|387836 CLEC2B|9976 CLEC2D|29121 CLEC2L|154790
## V2 0.0000 0 50.3202 419.4498 7.5825
## V3 1.6313 0 195.7586 586.7319 5.9815
## CLEC3A|10143 CLEC3B|7123 CLEC4A|50856 CLEC4C|170482 CLEC4D|338339
## V2 4.4806 138.2082 12.4077 0.0000 0.0000
## V3 3488.3089 144.1001 39.6955 3.8064 3.8064
## CLEC4E|26253 CLEC4F|165530 CLEC4GP1|440508 CLEC4G|339390 CLEC4M|10332
## V2 2.0680 26.5387 0.6893 8.9611 19.6456
## V3 42.4144 1.6313 0.5438 1.0875 0.0000
## CLEC5A|23601 CLEC6A|93978 CLEC7A|64581 CLEC9A|283420 CLECL1|160365 CLGN|1047
## V2 73.4123 0.0000 65.4852 3.4466 4.4806 145.4460
## V3 38.0642 3.2626 134.8559 7.6128 16.8570 383.3605
## CLIC1|1192 CLIC2|1193 CLIC3|9022 CLIC4|25932 CLIC5|53405 CLIC6|54102
## V2 4456.783 89.9560 7.5825 2631.470 27.5727 7754.1342
## V3 6128.331 195.2148 47.8521 2071.234 84.8287 88.0914
## CLINT1|9685 CLIP1|6249 CLIP2|7461 CLIP3|25999 CLIP4|79745 CLK1|1195
## V2 1624.377 1026.394 649.3372 177.8440 24.1261 1828.070
## V3 1127.243 1807.504 1000.0000 279.4997 296.9005 1454.051
## CLK2P|1197 CLK2|1196 CLK3|1198 CLK4|57396 CLLU1OS|574016 CLLU1|574028
## V2 13.4417 840.6229 1026.394 422.5517 0.0000 0.6893
## V3 12.5068 1053.8336 1640.565 345.8401 1.6313 0.5438
## CLMN|79789 CLN3|1201 CLN5|1203 CLN6|54982 CLN8|2055 CLNK|116449 CLNS1A|1207
## V2 448.7458 1629.892 370.1636 1158.054 794.4386 0.0000 3142.599
## V3 2075.0408 1620.587 598.1512 3017.945 495.9217 17.9445 1189.777
## CLOCK|9575 CLP1|10978 CLPB|81570 CLPP|8192 CLPS|1208 CLPTM1L|81037
## V2 470.8040 360.1685 511.8184 914.3799 2.4126 3035.410
## V3 179.4454 242.5231 313.2137 1405.6552 2.7189 2327.352
## CLPTM1|1209 CLPX|10845 CLRN1OS|116933 CLRN1|7401 CLRN2|645104 CLRN3|119467
## V2 3742.650 797.1959 7.9272 0.6893 0.3447 7.9272
## V3 7606.851 1007.6128 1.0875 0.0000 0.0000 0.5438
## CLSPN|63967 CLSTN1|22883 CLSTN2|64084 CLSTN3|9746 CLTA|1211 CLTB|1212
## V2 235.7466 10225.683 6390.6639 4345.803 1228.364 1096.015
## V3 128.3306 7359.418 17.9445 1990.756 2627.515 1458.945
## CLTCL1|8218 CLTC|1213 CLUAP1|23059 CLUL1|27098 CLU|1191 CLVS1|157807
## V2 56.524 13094.97 640.8414 13.0970 43367.04 0.5342
## V3 223.491 29699.84 200.7558 26.6449 23764.00 50.0054
## CLVS2|134829 CLYBL|171425 CMA1|1215 CMAH|8418 CMAS|55907 CMBL|134147
## V2 16.199 44.8056 0.6893 22.4028 1046.3842 1641.61
## V3 0.000 40.7830 0.0000 1175.6389 636.2153 1654.16
## CMC1|152100 CMIP|80790 CMKLR1|1240 CMPK1|51727 CMPK2|129607 CMTM1|113540
## V2 175.7760 1173.563 153.3732 2504.636 122.0092 165.0916
## V3 220.7722 1482.871 217.5095 1875.476 195.2148 174.5514
## CMTM2|146225 CMTM3|123920 CMTM4|146223 CMTM5|116173 CMTM6|54918 CMTM7|112616
## V2 2.0680 570.755 3243.5842 0 1875.978 56.1794
## V3 5.9815 1240.892 798.2599 0 1698.206 179.4454
## CMTM8|152189 CMYA5|202333 CN5H6.4|150384 CNBD1|168975 CNBP|7555 CNDP1|84735
## V2 116.8393 366.7170 28.6067 0 4398.881 1.7233
## V3 32.6264 363.7847 49.4834 0 5383.360 4.3502
## CNDP2|55748 CNFN|84518 CNGA1|1259 CNGA2|1260 CNGA3|1261 CNGA4|1262
## V2 3268.744 119.2520 0.3447 9.9951 1.3786 15.5096
## V3 2997.281 190.3208 8.7004 0.0000 6.5253 11.4192
## CNGB1|1258 CNGB3|54714 CNIH2|254263 CNIH3|149111 CNIH4|29097 CNIH|10175
## V2 0.6893 0.6893 88.9220 41.7037 826.8365 820.6327
## V3 0.0000 0.0000 109.2985 47.8521 1162.5884 1100.5982
## CNKSR1|10256 CNKSR2|22866 CNKSR3|154043 CNN1|1264 CNN2|1265 CNN3|1266
## V2 1107.3888 0.0000 85.8200 125.4558 957.8069 2733.834
## V3 748.7765 2.1751 76.6721 301.2507 2224.0348 2288.744
## CNNM1|26507 CNNM2|54805 CNNM3|26505 CNNM4|26504 CNOT10|25904 CNOT1|23019
## V2 102.3637 134.0723 969.5253 967.4573 553.1774 5291.809
## V3 8.1566 83.1974 786.2969 1969.5487 528.5481 3894.986
## CNOT2|4848 CNOT3|4849 CNOT4|4850 CNOT6L|246175 CNOT6|57472 CNOT7|29883
## V2 5103.708 1269.378 567.9977 2348.8499 998.1319 1622.654
## V3 1017.944 2178.902 375.7477 571.5063 1390.9734 1517.673
## CNOT8|9337 CNO|55330 CNPY1|285888 CNPY2|10330 CNPY3|10695 CNPY4|245812
## V2 2551.5093 258.4941 0 1154.262 895.7683 411.5226
## V3 643.2844 276.7809 0 976.074 1951.6041 722.6754
## CNP|1267 CNR1|1268 CNR2|1269 CNRIP1|25927 CNST|163882 CNTD1|124817
## V2 1500.813 130.9704 3.1019 86.5094 766.5212 61.6112
## V3 2511.256 53.8336 3.2626 103.3170 568.2436 443.5726
## CNTD2|79935 CNTFR|1271 CNTF|1270 CNTLN|54875 CNTN1|1272 CNTN2|6900
## V2 18.2669 4.1359 19.5042 93.4025 23.0921 16.1990
## V3 366.5035 16.8570 5.4377 77.2159 525.8293 1.6313
## CNTN3|5067 CNTN4|152330 CNTN5|53942 CNTN6|27255 CNTNAP1|8506 CNTNAP2|26047
## V2 0.6893 31.0193 0.0000 0.3447 309.8483 983.3116
## V3 13.0506 41.3268 13.0506 0.0000 287.1126 2010.3317
## CNTNAP3|79937 CNTNAP4|85445 CNTNAP5|129684 CNTROB|116840 COASY|80347
## V2 10.6844 0.0000 0 746.8757 2875.144
## V3 6.5253 0.5438 0 1081.5661 1832.518
## COBLL1|22837 COBL|23242 COBRA1|25920 COCH|1690 COG1|9382 COG2|22796
## V2 467.702 1750.8668 1490.649 32.3876 1380.4413 754.8028
## V3 389.342 997.2811 3653.616 852.8983 728.4992 990.2121
## COG3|83548 COG4|25839 COG5|10466 COG6|57511 COG7|91949 COG8|84342 COIL|8161
## V2 596.6044 1944.565 1086.4439 490.7942 1023.292 754.8683 660.3663
## V3 650.3535 2098.423 930.8483 321.9141 942.360 490.1196 1731.9195
## COL10A1|1300 COL11A1|1301 COL11A2|1302 COL12A1|1303 COL13A1|1305
## V2 1195.966 557.658 3.7912 3475.195 84.7861
## V3 2556.824 5355.628 16.8570 8693.855 54.9212
## COL14A1|7373 COL15A1|1306 COL16A1|1307 COL17A1|1308 COL18A1|80781
## V2 230.5768 1061.205 1479.965 108.9122 4997.898
## V3 313.7575 2208.809 2020.120 124.5242 5835.780
## COL19A1|1310 COL1A1|1277 COL1A2|1278 COL20A1|57642 COL21A1|81578
## V2 0.3447 55574.17 34666.82 2.4126 26.5387
## V3 0.5438 179261.01 98721.59 2.7189 8.7004
## COL22A1|169044 COL23A1|91522 COL24A1|255631 COL25A1|84570 COL27A1|85301
## V2 35.1552 11.7184 23.4368 2.7573 766.1766
## V3 23.3823 7.0691 43.5019 3.8064 94.6166
## COL28A1|340267 COL29A1|256076 COL2A1|1280 COL3A1|1281 COL4A1|1282
## V2 0.3447 0.3447 2.7573 31598.67 11676.01
## V3 17.4008 2.1751 2.7189 71842.85 12418.71
## COL4A2|1284 COL4A3BP|10087 COL4A3|1285 COL4A4|1286 COL4A5|1287 COL4A6|1288
## V2 11702.55 898.8702 3.7912 22.7475 5136.7951 142.3441
## V3 12088.09 715.0625 4.8940 37.5204 147.9065 4.8940
## COL5A1|1289 COL5A2|1290 COL5A3|50509 COL6A1|1291 COL6A2|1292 COL6A3|1293
## V2 6796.327 4337.876 649.6819 4892.087 6614.347 18746.34
## V3 13191.952 8411.637 1092.9853 13595.976 19075.041 21033.71
## COL6A4P2|646300 COL6A6|131873 COL7A1|1294 COL8A1|1295 COL8A2|1296
## V2 4.1359 9.9951 1993.1620 562.8279 374.6441
## V3 16.3132 19.0321 393.6922 868.4067 1479.0647
## COL9A1|1297 COL9A2|1298 COL9A3|1299 COLEC10|10584 COLEC11|78989
## V2 0.6893 24.8154 928.1662 0.0000 13.4417
## V3 0.0000 827.6237 4.8940 1.6313 16.3132
## COLEC12|81035 COLQ|8292 COMMD10|51397 COMMD1|150684 COMMD2|51122
## V2 34.4659 16.5436 381.5373 144.7567 634.1722
## V3 415.4432 113.1049 305.6009 300.7069 476.3458
## COMMD3|23412 COMMD4|54939 COMMD5|28991 COMMD6|170622 COMMD7|149951
## V2 759.6039 1510.640 477.9039 751.0116 1508.572
## V3 641.8978 1550.843 795.7096 696.0305 1560.087
## COMMD8|54951 COMMD9|29099 COMP|1311 COMTD1|118881 COMT|1312 COPA|1314
## V2 197.8342 647.9586 1618.862 135.4509 1320.733 6198.024
## V3 178.3578 673.1920 2982.055 353.4530 6045.133 6960.163
## COPB1|1315 COPB2|9276 COPE|11316 COPG2|26958 COPG|22820 COPS2|9318
## V2 4281.641 5615.181 2338.510 820.6327 5686.871 1947.3223
## V3 3274.899 5317.564 4451.876 353.4530 7692.768 957.0419
## COPS3|8533 COPS4|51138 COPS5|10987 COPS6|10980 COPS7A|50813 COPS7B|64708
## V2 918.1711 670.0168 1196.655 1829.794 2023.492 670.7061
## V3 955.4105 485.0462 1292.550 4715.062 2382.273 946.1664
## COPS8|10920 COPZ1|22818 COPZ2|51226 COQ10A|93058 COQ10B|80219 COQ2|27235
## V2 893.335 2825.168 126.4898 159.5770 396.013 221.271
## V3 1026.031 3637.847 984.7743 123.9804 730.832 96.248
## COQ3|51805 COQ4|51117 COQ5|84274 COQ6|51004 COQ7|10229 COQ9|57017
## V2 95.4705 739.2932 530.0853 387.8687 534.5658 1287.301
## V3 132.1370 1235.4541 993.4747 561.0875 477.4334 1273.518
## CORIN|10699 CORO1A|11151 CORO1B|57175 CORO1C|23603 CORO2A|7464 CORO2B|10391
## V2 15.1650 439.440 6773.925 1382.082 705.8613 37.9125
## V3 178.9016 1585.644 6010.332 1800.435 657.9663 58.7276
## CORO6|84940 CORO7|79585 CORT|1325 COTL1|23406 COX10|1352 COX11|1353
## V2 129.5917 910.8540 12.3939 871.9868 270.5572 853.5717
## V3 45.6770 901.8597 19.5759 2831.4301 276.2371 831.2452
## COX15|1355 COX16|51241 COX17|10063 COX18|285521 COX19|90639 COX4I1|1327
## V2 1272.8285 712.0651 922.9963 1786.3667 420.2942 4143.833
## V3 842.4524 905.9271 1288.7439 260.4676 444.4535 5931.484
## COX4I2|84701 COX4NB|10328 COX5A|9377 COX5B|1329 COX6A1|1337 COX6A2|1339
## V2 17.9223 465.6341 1151.160 921.6177 1498.232 8.9611
## V3 20.6634 607.9391 2370.854 3742.7950 4368.679 25.5574
## COX6B1|1340 COX6B2|125965 COX6C|1345 COX7A1|1346 COX7A2L|9167 COX7A2|1347
## V2 1855.643 1.0340 36744.077 33.0872 1116.005 597.2937
## V3 2826.536 35.3453 3500.816 64.1653 1455.139 1901.0332
## COX7B2|170712 COX7B|1349 COX7C|1350 COX8A|1351 COX8C|341947 CP110|9738
## V2 0.0000 1224.918 2652.150 2077.603 0 972.6272
## V3 1.0875 1191.952 2357.803 5883.089 0 731.9195
## CPA1|1357 CPA2|1358 CPA3|1359 CPA4|51200 CPA5|93979 CPA6|57094 CPAMD8|27151
## V2 0.0000 0 39.2911 21.7135 2.0094 1.7233 25.8494
## V3 0.5438 0 70.1468 85.9163 0.0000 3.8064 1752.5829
## CPB1|1360 CPB2|1361 CPD|1362 CPEB1|64506 CPEB2|132864 CPEB3|22849
## V2 73289.9753 0.6893 6002.578 14.4757 1262.4853 163.7129
## V3 17.9445 6.5253 1815.661 141.9250 642.1968 88.0914
## CPEB4|80315 CPE|1363 CPLX1|10815 CPLX2|10814 CPLX3|594855 CPLX4|339302
## V2 2126.545 17159.873 580.4055 2844.8139 12.7007 0.0000
## V3 913.540 2625.884 191.4084 7.0691 11.9630 0.5438
## CPM|1368 CPN1|1369 CPN2|1370 CPNE1|8904 CPNE2|221184 CPNE3|8895 CPNE4|131034
## V2 593.5025 0 1.0340 2075.656 235.0573 5683.769 7.9272
## V3 669.3855 0 5.4377 4190.457 1183.2518 3414.899 3.2626
## CPNE5|57699 CPNE6|9362 CPNE7|27132 CPNE8|144402 CPNE9|151835 CPOX|1371
## V2 63.0726 0 192.6643 33.0872 1.7233 449.7798
## V3 89.1789 0 195.7586 60.3589 2.7189 121.8053
## CPO|130749 CPPED1|55313 CPS1|1373 CPSF1|29894 CPSF2|53981 CPSF3L|54973
## V2 1.0340 599.0170 29.2960 2868.595 1236.291 2239.403
## V3 2.7189 517.1289 14.6819 1794.997 1319.739 1178.358
## CPSF3|51692 CPSF4L|642843 CPSF4|10898 CPSF6|11052 CPSF7|79869 CPT1A|1374
## V2 587.2986 0 512.8523 5448.711 3660.966 1158.054
## V3 1141.9250 0 666.6667 1524.742 2435.563 4322.458
## CPT1B|1375 CPT1C|126129 CPT2|1376 CPVL|54504 CPXCR1|53336 CPXM1|56265
## V2 141.7203 49.6309 1125.6557 134.0723 0 200.2468
## V3 451.6422 73.4095 631.3214 241.9793 0 698.7493
## CPXM2|119587 CPZ|8532 CP|1356 CR1L|1379 CR1|1378 CR2|1380 CRABP1|1381
## V2 129.9364 111.6695 13.8553 0.3447 12.7524 24.1261 1.0340
## V3 381.1854 308.8635 201.2670 4.8940 33.1702 6.5253 84.8287
## CRABP2|1382 CRADD|8738 CRAMP1L|57585 CRAT|1384 CRB1|23418 CRB2|286204
## V2 17676.172 126.4898 1717.1420 439.0953 0.3447 2.4126
## V3 4497.553 122.3491 721.5987 1755.8456 0.0000 3.2626
## CRB3|92359 CRBN|51185 CRCP|27297 CRCT1|54544 CREB1|1385 CREB3L1|90993
## V2 523.8814 491.7971 1083.607 0 936.7827 334.6637
## V3 413.2681 461.0984 1750.952 0 921.1528 557.9119
## CREB3L2|64764 CREB3L3|84699 CREB3L4|148327 CREB3|10488 CREB5|9586
## V2 1697.789 0.3447 4820.054 782.5306 159.9217
## V3 1278.956 1.6313 3404.568 1370.5764 106.0359
## CREBBP|1387 CREBL2|1389 CREBZF|58487 CREG1|8804 CREG2|200407 CRELD1|78987
## V2 3525.170 1577.1588 1541.314 1562.683 7.5825 634.8616
## V3 2097.336 917.8902 1826.536 1907.559 9.2442 1009.7879
## CRELD2|79174 CREM|1390 CRHBP|1393 CRHR1|1394 CRHR2|1395 CRH|1392 CRIM1|51232
## V2 765.1426 196.1109 2.4126 6.1211 0.6893 0.3447 3901.5379
## V3 941.2724 263.7303 0.5438 0.5982 1.0875 0.0000 915.7151
## CRIP1|1396 CRIP2|1397 CRIP3|401262 CRIPAK|285464 CRIPT|9419 CRISP1|167
## V2 3224.973 2954.415 0.0000 388.0858 187.8391 0
## V3 21632.953 9682.980 2.1751 276.2371 265.9054 0
## CRISP2|7180 CRISP3|10321 CRISPLD1|83690 CRISPLD2|83716 CRKL|1399 CRK|1398
## V2 0.0000 3.1019 26.8834 328.1152 2082.084 790.6473
## V3 2.1751 129.9619 20.1196 2160.4133 2075.585 576.9440
## CRLF1|9244 CRLF2|64109 CRLF3|51379 CRLS1|54675 CRMP1|1400 CRNKL1|51340
## V2 12.0631 0 234.3680 1145.3013 939.2401 2083.463
## V3 47.8521 0 236.5416 741.7074 102.1805 1680.805
## CRNN|49860 CROCCL1|84809 CROCCL2|114819 CROCC|9696 CROT|54677 CRP|1401
## V2 0 491.9936 163.0236 1288.3347 257.4601 0
## V3 0 616.0522 94.6166 553.0179 282.2186 0
## CRTAC1|55118 CRTAM|56253 CRTAP|10491 CRTC1|23373 CRTC2|200186 CRTC3|64784
## V2 22.0582 3.1019 3203.948 1168.0487 1360.368 1427.2322
## V3 49.0212 29.9076 2535.617 535.0734 1518.760 827.0799
## CRX|1406 CRY1|1407 CRY2|1408 CRYAA|1409 CRYAB|1410 CRYBA1|1411 CRYBA2|1412
## V2 0 324.6686 1047.0735 0.3447 87.888 0.0000 2.0680
## V3 0 345.2964 763.4584 0.5438 148.994 0.5438 83.7412
## CRYBA4|1413 CRYBB1|1414 CRYBB2|1415 CRYBB3|1417 CRYBG3|131544 CRYGA|1418
## V2 11.7184 8.6165 1.0340 0.6893 48.5659 0
## V3 0.5438 3.8064 9.7879 3.8064 56.5742 0
## CRYGB|1419 CRYGC|1420 CRYGD|1421 CRYGN|155051 CRYGS|1427 CRYL1|51084
## V2 0 0 0 14.131 17.2329 498.3767
## V3 0 0 0 4.894 29.9076 222.9473
## CRYM|1428 CRYZL1|9946 CRYZ|1429 CSAD|51380 CSAG1|158511 CSAG2|728461
## V2 1.3786 375.8332 457.2141 797.5405 1.3786 0.0000
## V3 1.6313 132.0718 428.5372 603.0451 152.8004 66.2915
## CSAG3|389903 CSDAP1|440359 CSDA|8531 CSDC2|27254 CSDE1|7812 CSE1L|1434
## V2 1.0340 3.1019 217.4797 1.0340 11748.730 3422.807
## V3 309.4562 7.6128 852.6373 22.8385 6511.691 2746.601
## CSF1R|1436 CSF1|1435 CSF2RA|1438 CSF2RB|1439 CSF2|1437 CSF3R|1441 CSF3|1440
## V2 509.7504 395.6683 55.4901 79.6162 0.0000 135.7956 0.3447
## V3 872.2132 491.5715 141.9250 311.5824 2.1751 855.8999 2.7189
## CSGALNACT1|55790 CSGALNACT2|55454 CSH1|1442 CSH2|1443 CSHL1|1444 CSK|1445
## V2 70.9997 557.3133 0.0000 0.0000 0.0000 1808.080
## V3 281.6748 407.2866 1.0875 199.0212 0.5438 1891.245
## CSMD1|64478 CSMD2|114784 CSMD3|114788 CSN1S1|1446 CSN1S2A|286828 CSN2|1447
## V2 3.1019 61.0046 18.2669 0 0 0
## V3 2.1751 33.1702 1.6313 0 0 0
## CSN3|1448 CSNK1A1L|122011 CSNK1A1P|161635 CSNK1A1|1452 CSNK1D|1453
## V2 0 2.4126 0.3447 6831.138 4847.626
## V3 0 2.1751 0.0000 4864.600 4648.178
## CSNK1E|1454 CSNK1G1|53944 CSNK1G2|1455 CSNK1G3|1456 CSNK2A1P|283106
## V2 2295.659 1252.146 1867.706 1068.4423 718.2690
## V3 1789.772 1620.446 2148.994 338.7711 634.0402
## CSNK2A1|1457 CSNK2A2|1459 CSNK2B|1460 CSPG4PY2|84664 CSPG4|1464 CSPG5|10675
## V2 1788.779 642.7887 2041.228 0 1212.5097 152.3392
## V3 2181.077 570.4187 2595.835 0 706.9059 120.7178
## CSPP1|79848 CSRNP1|64651 CSRNP2|81566 CSRNP3|80034 CSRP1|1465 CSRP2BP|57325
## V2 324.7479 542.1483 1142.5440 4.8252 4593.957 1430.334
## V3 330.4731 600.8700 938.0098 4.3502 4089.723 913.540
## CSRP2|1466 CSRP3|8048 CST11|140880 CST1|1469 CST2|1470 CST3|1471 CST4|1472
## V2 95.1258 0 0 980.5543 93.7472 14053.808 66.1745
## V3 143.5563 0 0 140.8374 0.5438 5214.247 6.5253
## CST5|1473 CST6|1474 CST7|8530 CST8|10047 CST9L|128821 CST9|128822 CSTA|1475
## V2 31.0193 247.8097 6.2039 0 13.097 82.0288 14.8203
## V3 9.2442 10.3317 187.0582 0 0.000 2.1751 2205.0027
## CSTB|1476 CSTF1|1477 CSTF2T|23283 CSTF2|1478 CSTF3|1479 CSTL1|128817
## V2 2351.262 707.9292 1022.6027 509.0611 718.1794 0.6893
## V3 1185.971 1123.4367 582.3817 258.8363 1128.3306 0.5438
## CSTT|164380 CS|1431 CT45A1|541466 CT45A2|728911 CT45A3|441519 CT45A4|441520
## V2 0 3024.381 0 0 0 0
## V3 0 3377.923 0 0 0 0
## CT45A5|441521 CT45A6|541465 CT47A10|728036 CT47A11|255313 CT47A1|728096
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## CT47A2|728090 CT47A6|728062 CT47A7|653282 CT47A9|728042 CT47B1|643311
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## CT62|196993 CTAG1B|1485 CTAG2|30848 CTAGE1|64693 CTAGE4|100128553
## V2 191.6303 0.0000 0 3.7912 214.3778
## V3 5.4377 1.6313 0 1.0875 20.6634
## CTAGE5|4253 CTAGE6|340307 CTAGE9|643854 CTBP1|1487 CTBP2|1488 CTBS|1486
## V2 830.3072 22.7475 753.7688 2278.522 1675.042 986.6962
## V3 720.1523 4.3502 66.8842 2684.100 1265.362 311.4899
## CTCFL|140690 CTCF|10664 CTDP1|9150 CTDSP1|58190 CTDSP2|10106 CTDSPL2|51496
## V2 7.4756 2111.035 569.7210 1602.664 3691.641 735.5019
## V3 4.7417 1435.019 386.6232 3236.542 2466.014 569.8749
## CTDSPL|10217 CTF1|1489 CTGF|1490 CTHRC1|115908 CTH|1491 CTLA4|1493
## V2 855.0985 9.9951 1875.289 647.9586 32.0533 2.4126
## V3 939.0973 552.4742 3409.462 1996.1936 19.5759 66.3404
## CTNNA1|1495 CTNNA2|1496 CTNNA3|29119 CTNNAL1|8727 CTNNB1|1499 CTNNBIP1|56998
## V2 9771.767 23.7815 0.3447 100.6404 5729.474 1520.2901
## V3 9274.606 0.0000 0.0000 738.4448 5025.476 582.9255
## CTNNBL1|56259 CTNND1|1500 CTNND2|1501 CTNS|1497 CTPS2|56474 CTPS|1503
## V2 781.6862 10231.887 405.6634 302.4485 1390.3537 915.0692
## V3 1259.9239 7113.105 17.4008 296.3241 60.3589 442.6319
## CTR9|9646 CTRB1|1504 CTRB2|440387 CTRC|11330 CTRL|1506 CTSA|5476 CTSB|1508
## V2 2410.889 0 0.6893 0 4.4806 3808.266 12682.07
## V3 1129.962 0 0.0000 0 20.6634 3932.311 22413.81
## CTSC|1075 CTSD|1509 CTSE|1510 CTSF|8722 CTSG|1511 CTSH|1512 CTSK|1513
## V2 1599.562 17241.90 0.6893 3959.785 4.4806 2331.617 868.1956
## V3 2187.602 25688.96 0.0000 1432.300 4.8940 2023.382 4169.1136
## CTSL1|1514 CTSL2|1515 CTSL3|392360 CTSO|1519 CTSS|1520 CTSW|1521 CTSZ|1522
## V2 1567.164 133.383 0 749.9776 444.2652 7.5825 6833.206
## V3 1449.701 444.807 0 1415.4432 1730.8320 115.2800 4250.136
## CTTNBP2NL|55917 CTTNBP2|83992 CTTN|2017 CTU1|90353 CTU2|348180 CTXN1|404217
## V2 574.5463 8.6165 9386.094 119.5966 258.3563 518.0222
## V3 342.0337 15.2257 4732.463 158.7819 485.9706 382.8167
## CTXN2|399697 CTXN3|613212 CUBN|8029 CUEDC1|404093 CUEDC2|79004 CUL1|8454
## V2 10.3398 0 7.9272 695.8662 873.0208 1765.342
## V3 2.7189 0 21.7510 1403.4802 738.9886 2180.533
## CUL2|8453 CUL3|8452 CUL4A|8451 CUL4B|8450 CUL5|8065 CUL7|9820 CUL9|23113
## V2 760.3174 1649.882 2015.220 2794.1491 1150.127 2459.323 1137.0295
## V3 486.6775 1756.389 1791.191 891.2452 737.901 1409.386 941.2724
## CUTA|51596 CUTC|51076 CUX1|1523 CUX2|23316 CUZD1|50624 CWC15|51503
## V2 3359.045 219.689 2241.661 1.3786 15.2029 533.8765
## V3 2249.592 173.056 3553.562 4.8940 23.2409 827.0799
## CWC22|57703 CWC25|54883 CWC27|10283 CWF19L1|55280 CWF19L2|143884 CWH43|80157
## V2 438.0614 472.5272 344.3142 384.2946 289.1688 0.3447
## V3 378.4666 1949.4290 369.7662 344.2088 232.7352 0.0000
## CX3CL1|6376 CX3CR1|1524 CXADRP2|646243 CXADRP3|440224 CXADR|1525 CXCL10|3627
## V2 604.8762 87.8880 0.0000 0.6893 112.7034 64.1065
## V3 696.5742 49.4834 17.9445 1.6313 91.3540 1528.5481
## CXCL11|6373 CXCL12|6387 CXCL13|10563 CXCL14|9547 CXCL16|58191 CXCL17|284340
## V2 9.9951 597.9831 19.6456 333.6297 753.7688 1.034
## V3 916.8026 861.3377 529.6357 654.7036 1293.6378 2533.442
## CXCL1|2919 CXCL2|2920 CXCL3|2921 CXCL5|6374 CXCL6|6372 CXCL9|4283 CXCR1|3577
## V2 42.7377 24.1261 5.5145 22.0582 35.8445 55.1454 17.2329
## V3 1.6313 3.2626 0.0000 2.1751 0.5438 12052.7461 4.3502
## CXCR2P1|3580 CXCR2|3579 CXCR3|2833 CXCR4|7852 CXCR5|643 CXCR6|10663
## V2 7.2378 5.1699 17.5776 381.1927 50.6648 14.4757
## V3 116.3676 3.2626 220.7722 833.6052 61.4464 119.0865
## CXCR7|57007 CXXC1|30827 CXXC4|80319 CXXC5|51523 CXorf1|9142 CXorf21|80231
## V2 293.6493 1007.0931 38.6018 1855.2984 0 15.1650
## V3 734.6384 530.7232 15.2257 982.5992 0 32.6264
## CXorf22|170063 CXorf23|256643 CXorf26|51260 CXorf27|25763 CXorf30|645090
## V2 11.0291 365.6830 282.6202 5.1699 7.2378
## V3 0.5438 381.1854 242.5231 0.0000 4.3502
## CXorf36|79742 CXorf38|159013 CXorf40A|91966 CXorf40B|541578 CXorf41|139212
## V2 207.4846 315.0182 703.7933 610.3908 0
## V3 364.8722 255.0299 370.8537 309.9511 0
## CXorf42|158801 CXorf48|54967 CXorf49B|100132994 CXorf50B|653687
## V2 25.5048 0.0000 0.0000 15.1650
## V3 5.9815 123.4367 78.8472 2.7189
## CXorf51|100129239 CXorf56|63932 CXorf57|55086 CXorf58|254158 CXorf59|286464
## V2 0 191.6303 7.9272 2.4126 3.7912
## V3 0 108.7548 8.1566 3.8064 0.5438
## CXorf61|203413 CXorf64|100130613 CXorf65|158830 CXorf66|347487
## V2 0 0 0.0000 0
## V3 0 0 1.0875 0
## CYB561D1|284613 CYB561D2|11068 CYB561|1534 CYB5A|1528 CYB5B|80777
## V2 962.2874 543.0100 5234.333 2802.765 1311.082
## V3 141.9250 418.0044 49348.015 1283.306 1404.568
## CYB5D1|124637 CYB5D2|124936 CYB5R1|51706 CYB5R2|51700 CYB5R3|1727
## V2 1119.7138 400.4936 910.2439 80.6502 2964.410
## V3 432.8439 171.2887 1978.2490 169.6574 4202.284
## CYB5R4|51167 CYB5RL|606495 CYBASC3|220002 CYBA|1535 CYBB|1536 CYBRD1|79901
## V2 150.2712 251.9456 2165.836 334.6637 291.5814 2094.836
## V3 153.8880 51.1147 1754.758 1219.1408 781.9467 1592.170
## CYC1|1537 CYCSP52|360155 CYCS|54205 CYFIP1|23191 CYFIP2|26999 CYGB|114757
## V2 1621.620 0 1518.911 3043.682 819.9433 210.5865
## V3 3504.622 0 2494.290 2249.048 377.3790 449.1572
## CYHR1|50626 CYLC1|1538 CYLC2|1539 CYLD|1540 CYMP|643160 CYP11A1|1583
## V2 1183.558 0 0 2169.627 0 9.6504
## V3 1281.131 0 0 1104.405 0 7.0691
## CYP11B1|1584 CYP11B2|1585 CYP17A1|1586 CYP19A1|1588 CYP1A1|1543 CYP1A2|1544
## V2 0 0 0.3447 3.4466 1.0340 0.0000
## V3 0 0 0.5710 2.7189 1.0875 0.5438
## CYP1B1|1545 CYP20A1|57404 CYP21A2|1589 CYP24A1|1591 CYP26A1|1592
## V2 417.3818 395.6683 549.5137 64.7959 1.0340
## V3 957.5856 421.4247 146.7972 0.5438 14.6819
## CYP26B1|56603 CYP26C1|340665 CYP27A1|1593 CYP27B1|1594 CYP27C1|339761
## V2 12.7524 1.034 402.5615 126.1451 1.3786
## V3 42.9581 0.000 350.1903 192.4959 7.0691
## CYP2A13|1553 CYP2A6|1548 CYP2A7|1549 CYP2B6|1555 CYP2B7P1|1556 CYP2C18|1562
## V2 0.3447 2.0680 0.3447 1.7233 872.3315 0.0000
## V3 0.0000 1.6313 0.5438 0.0000 5.4377 10.4948
## CYP2C19|1557 CYP2C8|1558 CYP2C9|1559 CYP2D6|1565 CYP2D7P1|1564 CYP2E1|1571
## V2 0.0000 13.4417 0.3447 13.0970 8.9611 18.2187
## V3 4.1871 5.4377 8.1566 9.7879 11.9630 161.0169
## CYP2F1|1572 CYP2J2|1573 CYP2R1|120227 CYP2S1|29785 CYP2U1|113612
## V2 0 488.0369 374.6441 83.0628 119.5966
## V3 0 263.7303 454.0511 50.5710 124.5242
## CYP2W1|54905 CYP39A1|51302 CYP3A43|64816 CYP3A4|1576 CYP3A5|1577 CYP3A7|1551
## V2 3.1019 1.0340 0.0000 1.0340 14.4757 0
## V3 1.6313 11.4192 3.2626 1.0875 18.4883 0
## CYP46A1|10858 CYP4A11|1579 CYP4A22|284541 CYP4B1|1580 CYP4F11|57834
## V2 43.4270 0.6893 0.0000 707.2399 144.0674
## V3 32.6264 1.0875 1.0875 34.8015 21.2072
## CYP4F12|66002 CYP4F22|126410 CYP4F2|8529 CYP4F3|4051 CYP4F8|11283
## V2 2.4126 21.0242 0 0.3447 8.2718
## V3 0.5438 5.4377 0 0.0000 0.0000
## CYP4V2|285440 CYP4X1|260293 CYP4Z1|199974 CYP4Z2P|163720 CYP51A1|1595
## V2 735.1573 761.3513 22.0582 27.2280 1723.983
## V3 562.8059 75.0408 1210.4405 528.5481 2100.598
## CYP7A1|1581 CYP7B1|9420 CYP8B1|1582 CYR61|3491 CYS1|192668 CYSLTR1|10800
## V2 0.6893 164.4023 5.1699 867.8509 51.0095 92.3686
## V3 0.0000 21.2072 0.5438 1385.5356 97.3355 20.6634
## CYSLTR2|57105 CYTH1|9267 CYTH2|9266 CYTH3|9265 CYTH4|27128 CYTIP|9595
## V2 31.364 926.0983 4920.005 898.5255 116.8393 76.1696
## V3 16.857 1497.5530 3660.680 384.4481 317.0201 1066.3404
## CYTL1|54360 CYTSA|23384 CYTSB|92521 CYYR1|116159 CYorf15A|246126
## V2 13.0970 1791.881 343.6248 132.6936 0
## V3 17.9445 2418.706 398.0424 139.2061 0
## CYorf15B|84663 D2HGDH|728294 D4S234E|27065 DAAM1|23002 DAAM2|23500 DAB1|1600
## V2 0 518.7115 3.4466 759.6280 191.5131 27.5727
## V3 0 671.0169 9.2442 736.8135 261.3921 1.0875
## DAB2IP|153090 DAB2|1601 DACH1|1602 DACH2|117154 DACT1|51339 DACT2|168002
## V2 1576.469 443.5759 2076.9141 5.5145 168.1935 0.6893
## V3 656.335 1531.2670 864.0566 0.0000 273.5182 3.2626
## DACT3|147906 DAD1L|56286 DAD1|1603 DAG1|1605 DAGLA|747 DAGLB|221955
## V2 66.8638 0 1391.043 6362.747 998.8213 525.9494
## V3 83.7412 0 2471.996 3659.598 279.4997 634.5840
## DAK|26007 DALRD3|55152 DAND5|199699 DAOA|267012 DAO|1610 DAP3|7818
## V2 2259.928 1672.519 20.3349 0 0.0000 2145.157
## V3 2262.643 1350.576 5.4377 0 0.5438 2588.907
## DAPK1|1612 DAPK2|23604 DAPK3|1613 DAPL1|92196 DAPP1|27071 DAP|1611 DARC|2532
## V2 221.9603 99.9511 1260.417 0.0000 67.5531 2798.285 65.4852
## V3 316.4763 195.7586 1733.007 2.7189 482.8711 3426.862 196.3023
## DARS2|55157 DARS|1615 DAXX|1616 DAZ1|1617 DAZ2|57055 DAZ3|57054 DAZ4|57135
## V2 528.7066 1062.238 4081.450 0 0 0 0
## V3 1102.2295 1345.296 1637.847 0 0 0 0
## DAZAP1|26528 DAZAP2|9802 DAZL|1618 DBC1|1620 DBF4B|80174 DBF4|10926 DBH|1621
## V2 1899.415 3689.573 0.3447 0.0000 261.9407 275.4858 5.1699
## V3 2139.750 4771.615 1.0875 2.1751 614.4644 424.1436 11.9630
## DBI|1622 DBN1|1627 DBNDD1|79007 DBNDD2|55861 DBNL|28988 DBP|1628 DBR1|51163
## V2 664.8469 895.079 2602.174 565.1578 1478.242 347.3437 557.3133
## V3 6549.2115 3588.907 1422.512 406.3676 2685.699 992.4470 453.5073
## DBT|1629 DBX1|120237 DBX2|440097 DCAF10|79269 DCAF11|80344 DCAF12L1|139170
## V2 1314.8734 0 1.0340 1151.5051 2356.050 0.3447
## V3 522.0228 0 1.0875 551.9304 1896.868 0.0000
## DCAF12L2|340578 DCAF12|25853 DCAF13|25879 DCAF15|90379 DCAF16|54876
## V2 58.5920 1447.5671 919.1878 550.0755 989.1708
## V3 0.5438 909.7336 746.9603 743.3388 272.4307
## DCAF17|80067 DCAF4L1|285429 DCAF4L2|138009 DCAF4|26094 DCAF5|8816
## V2 470.1146 3.1019 0.6893 329.8385 1348.650
## V3 364.8722 25.5574 0.5438 155.5193 1763.458
## DCAF6|55827 DCAF7|10238 DCAF8L1|139425 DCAF8L2|347442 DCAF8|50717
## V2 750.3223 3621.675 0 0.6893 2762.937
## V3 1562.2621 7878.738 0 0.0000 1754.818
## DCAKD|79877 DCBLD1|285761 DCBLD2|131566 DCC|1630 DCDC1|341019 DCDC2B|149069
## V2 1030.5299 119.6345 625.5558 0.0000 40.5870 0.8858
## V3 736.8135 169.1136 417.6183 0.5438 1.0875 1.7673
## DCDC2|51473 DCD|117159 DCHS1|8642 DCHS2|54798 DCI|1632 DCK|1633 DCLK1|9201
## V2 378.9041 0.0000 586.2647 6.5485 627.6237 546.9736 9323.7105
## V3 4.3502 1.6313 1359.4345 5.9815 1190.3208 359.9782 314.3013
## DCLK2|166614 DCLK3|85443 DCLRE1A|9937 DCLRE1B|64858 DCLRE1C|64421 DCN|1634
## V2 36.1892 14.1310 490.7942 357.7559 215.0671 2551.509
## V3 115.8238 13.0506 257.2050 181.0767 154.9755 6092.985
## DCP1A|55802 DCP1B|196513 DCP2|167227 DCPS|28960 DCST1|149095 DCST2|127579
## V2 569.7210 546.6289 992.9621 295.7173 7.1551 331.2171
## V3 384.4481 353.9967 536.1610 155.5193 26.3785 56.5525
## DCTD|1635 DCTN1|1639 DCTN2|10540 DCTN3|11258 DCTN4|51164 DCTN5|84516
## V2 1560.6151 2783.396 1660.222 705.8613 2247.5202 1574.746
## V3 724.3067 4014.426 2802.610 990.2121 975.5302 1824.905
## DCTN6|10671 DCTPP1|79077 DCT|1638 DCUN1D1|54165 DCUN1D2|55208 DCUN1D3|123879
## V2 543.527 1081.870 0.3447 617.6286 305.0231 140.2761
## V3 536.161 1040.778 0.0000 407.8303 471.4519 153.3442
## DCUN1D4|23142 DCUN1D5|84259 DCXR|51181 DCX|1641 DDA1|79016 DDAH1|23576
## V2 502.8572 336.3870 1526.839 132.349 1100.840 1775.6823
## V3 411.6368 344.2088 6514.410 0.000 1203.371 648.7221
## DDAH2|23564 DDB1|1642 DDB2|1643 DDC|1644 DDHD1|80821 DDHD2|23259 DDI1|414301
## V2 2344.714 12830.959 427.7216 1.0340 549.7308 1722.605 0
## V3 1750.408 7660.685 1171.2887 2.1751 533.9859 1200.652 0
## DDI2|84301 DDIT3|1649 DDIT4L|115265 DDIT4|54541 DDN|23109 DDOST|1650
## V2 211.431 300.7148 67.5531 387.0519 0.6893 5962.253
## V3 50.484 471.7890 5.9815 4656.8787 12.6971 4113.649
## DDO|8528 DDR1|780 DDR2|4921 DDRGK1|65992 DDTL|100037417 DDT|1652
## V2 49.6171 11144.888 101.6744 1381.393 216.7835 442.8142
## V3 121.2616 7549.212 147.9065 1559.543 466.3241 1128.7983
## DDX10|1662 DDX11L2|84771 DDX11|1663 DDX12|440081 DDX17|10521 DDX18|8886
## V2 711.3758 27.5727 771.0018 217.4797 11104.563 1255.9367
## V3 674.8233 41.3268 419.2496 180.5329 6719.957 923.3279
## DDX19A|55308 DDX19B|11269 DDX1|1653 DDX20|11218 DDX21|9188 DDX23|9416
## V2 1036.220 550.4994 1894.590 508.3718 1716.4009 2277.161
## V3 805.329 694.7091 2612.833 240.3480 619.9021 3780.859
## DDX24|57062 DDX25|29118 DDX26B|203522 DDX27|55661 DDX28|55794 DDX31|64794
## V2 2285.777 0.3447 80.3055 1231.466 470.8040 290.8920
## V3 2392.605 0.0000 93.5291 2079.391 397.4986 485.0462
## DDX39|10212 DDX3X|1654 DDX3Y|8653 DDX41|51428 DDX42|11325 DDX43|55510
## V2 981.5883 6787.711 0.3447 1580.605 3267.710 1.0340
## V3 3578.5753 6991.843 0.0000 1398.586 6791.735 1.6313
## DDX46|9879 DDX47|51202 DDX49|54555 DDX4|54514 DDX50|79009 DDX51|317781
## V2 1926.643 1041.156 1209.408 0.0000 584.5414 563.8618
## V3 1059.271 966.286 1406.743 0.5438 495.3779 858.6188
## DDX52|11056 DDX53|168400 DDX54|79039 DDX55|57696 DDX56|54606 DDX58|23586
## V2 556.2793 0.6893 1331.927 401.1829 1674.008 468.0467
## V3 1839.5867 0.0000 1939.097 428.4937 1955.954 393.1485
## DDX59|83479 DDX5|1655 DDX60L|91351 DDX60|55601 DDX6|1656 DEAF1|10522
## V2 579.0268 11105.25 744.8077 692.4196 3321.822 927.4045
## V3 429.5813 43109.30 420.8809 512.2349 1544.861 1237.9337
## DEC1|50514 DECR1|1666 DECR2|26063 DEDD2|162989 DEDD|9191 DEF6|50619
## V2 0 983.6563 382.2266 858.8898 799.8049 790.3027
## V3 0 299.0756 629.1463 1561.1746 982.7624 506.2534
## DEF8|54849 DEFA1B|728358 DEFA4|1669 DEFA5|1670 DEFA6|1671 DEFB103B|414325
## V2 1615.071 2.068 0 0 0 0
## V3 1091.354 0.000 0 0 0 0
## DEFB104A|140596 DEFB105A|245908 DEFB106A|245909 DEFB107A|245910
## V2 0 0 0 0
## V3 0 0 0 0
## DEFB108B|245911 DEFB109P1B|641517 DEFB109P1|245912 DEFB110|245913
## V2 0.0000 0 0 0
## V3 0.5438 0 0 0
## DEFB112|245915 DEFB113|245927 DEFB114|245928 DEFB115|245929 DEFB116|245930
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## DEFB118|117285 DEFB119|245932 DEFB121|245934 DEFB122|245935 DEFB123|245936
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## DEFB124|245937 DEFB125|245938 DEFB126|81623 DEFB127|140850 DEFB128|245939
## V2 0 0 0.0000 0 0
## V3 0 0 39.6955 0 0
## DEFB129|140881 DEFB130|245940 DEFB131|644414 DEFB132|400830 DEFB134|613211
## V2 0 0 0 23.4368 0
## V3 0 0 0 0.0000 0
## DEFB135|613209 DEFB136|613210 DEFB1|1672 DEFB4A|1673 DEGS1|8560 DEGS2|123099
## V2 0 0 8.6165 0 1103.253 330.8725
## V3 0 0 4.8940 0 3058.728 1956.4981
## DEK|7913 DEM1|64789 DENND1A|57706 DENND1B|163486 DENND1C|79958 DENND2A|27147
## V2 1891.488 197.1448 730.332 134.4169 463.9108 163.3683
## V3 1884.176 153.3442 1119.086 265.3616 350.7341 355.6281
## DENND2C|163259 DENND2D|79961 DENND3|22898 DENND4A|10260 DENND4B|9909
## V2 32.8563 1294.883 343.6248 681.4767 1868.047
## V3 21.4356 692.224 404.5677 536.1610 1409.228
## DENND4C|55667 DENND5A|23258 DENND5B|160518 DENR|8562 DEPDC1B|55789
## V2 1317.2860 688.2837 201.6254 1148.748 192.3196
## V3 688.4176 1250.6797 164.7635 1643.284 368.6786
## DEPDC1|55635 DEPDC4|120863 DEPDC5|9681 DEPDC6|64798 DEPDC7|91614 DERA|51071
## V2 398.4256 7.5825 308.8143 344.3142 13.7864 439.7847
## V3 223.4910 8.1566 488.3089 145.1876 8.1566 460.5764
## DERL1|79139 DERL2|51009 DERL3|91319 DES|1674 DET1|55070 DEXI|28955 DFFA|1676
## V2 1671.94 374.9888 462.8768 36.8785 229.8874 275.7271 468.736
## V3 1889.07 478.5209 604.6765 7.0691 79.3910 584.5568 223.491
## DFFB|1677 DFNA5|1687 DFNB31|25861 DFNB59|494513 DGAT1|8694 DGAT2L6|347516
## V2 227.1302 159.577 149.2373 14.1310 978.1796 0.0000
## V3 81.5661 74.497 1109.8423 10.3317 1244.4481 0.5438
## DGAT2|84649 DGCR10|26222 DGCR11|25786 DGCR14|8220 DGCR2|9993 DGCR5|26220
## V2 216.4457 9.6504 28.9513 347.4161 2938.906 162.3343
## V3 220.2284 12.5068 21.7510 655.7912 3016.313 43.5019
## DGCR6L|85359 DGCR6|8214 DGCR8|54487 DGCR9|25787 DGKA|1606 DGKB|1607
## V2 595.2258 352.9306 869.5742 73.4123 197.4895 1.0340
## V3 1051.6585 705.8184 898.3143 165.3072 475.8021 1.0875
## DGKD|8527 DGKE|8526 DGKG|1608 DGKH|160851 DGKI|9162 DGKK|139189 DGKQ|1609
## V2 1297.985 459.0856 27.9174 18.2669 4.1359 0 951.9477
## V3 2721.588 925.5030 8.1566 20.1196 3.8064 0 494.2904
## DGKZ|8525 DGUOK|1716 DHCR24|1718 DHCR7|1717 DHDDS|79947 DHDH|27294
## V2 1974.895 428.7556 10929.131 2846.193 1024.6707 5.5145
## V3 2009.244 890.1577 5387.167 1878.195 616.6395 5.4377
## DHDPSL|112817 DHFRL1|200895 DHFR|1719 DHH|50846 DHODH|1723 DHPS|1725
## V2 9.0059 365.0040 732.5620 5.1699 170.6061 1406.8525
## V3 15.2257 246.8733 492.0555 8.1566 179.4454 696.0305
## DHRS11|79154 DHRS12|79758 DHRS13|147015 DHRS1|115817 DHRS2|10202 DHRS3|9249
## V2 369.4743 70.9997 252.790 503.2019 30.6746 358.1005
## V3 1094.6166 340.9462 2046.427 323.5454 34.2577 974.4426
## DHRS4L1|728635 DHRS4L2|317749 DHRS4|10901 DHRS7B|25979 DHRS7C|201140
## V2 11.7184 285.0639 541.6451 323.2900 0.3447
## V3 8.7004 408.7874 977.8412 417.6183 0.0000
## DHRS7|51635 DHRS9|10170 DHRSX|207063 DHTKD1|55526 DHX15|1665 DHX16|8449
## V2 1538.212 2.0680 320.7912 1059.481 2354.364 1451.014
## V3 2949.429 47.3083 582.0228 1713.975 2662.316 1950.517
## DHX29|54505 DHX30|22907 DHX32|55760 DHX33|56919 DHX34|9704 DHX35|60625
## V2 1374.1547 2298.874 857.5835 377.0568 788.2347 393.2557
## V3 838.4992 1898.314 812.7569 228.3850 975.5302 438.8254
## DHX36|170506 DHX37|57647 DHX38|9785 DHX40P1|653645 DHX40|79665 DHX57|90957
## V2 853.3752 627.9684 1639.542 0.0000 1566.819 442.8866
## V3 887.4388 560.0870 1906.471 2.7189 2909.734 587.8195
## DHX58|79132 DHX8|1659 DHX9|1660 DIABLO|56616 DIAPH1|1729 DIAPH2|1730
## V2 433.5808 1405.174 4243.784 536.9853 2688.684 179.5672
## V3 439.9130 817.292 4892.333 1268.9179 2648.722 59.8151
## DIAPH3|81624 DICER1|23405 DIDO1|11083 DIMT1L|27292 DIO1|1733 DIO2|1734
## V2 110.6355 1375.533 8276.292 541.1144 193.0089 84.0968
## V3 188.6895 1881.457 4773.246 251.7673 1.6313 249.5922
## DIO3OS|64150 DIO3|1735 DIP2A|23181 DIP2B|57609 DIP2C|22982 DIRAS1|148252
## V2 0.3447 12.0631 1441.708 901.6275 857.5111 1234.9126
## V3 0.0000 11.9630 1117.455 2155.5193 636.7591 106.0359
## DIRAS2|54769 DIRAS3|9077 DIRC1|116093 DIRC2|84925 DIRC3|729582 DIS3L2|129563
## V2 28.6067 3.1019 0.0000 422.5621 2.7573 335.6977
## V3 2.1751 8.1566 6.5253 271.1256 8.7004 623.7085
## DIS3L|115752 DIS3|22894 DISC1|27185 DISC2|27184 DISP1|84976 DISP2|85455
## V2 1674.353 894.0278 43.0824 0.0000 173.0187 759.2834
## V3 1371.398 577.8358 103.8608 0.5438 108.2110 34.8015
## DIXDC1|85458 DKC1|1736 DKFZP434H168|26077 DKFZP434K028|26070
## V2 1028.8066 1977.997 0 0
## V3 441.0005 1028.276 0 0
## DKFZP434L187|26082 DKFZP586I1420|222161 DKFZP686I15217|401232
## V2 0 235.4020 49.9755
## V3 0 164.2197 67.4279
## DKFZp434J0226|93429 DKFZp434L192|222029 DKFZp566F0947|94023
## V2 1.0340 0 0.6893
## V3 4.3502 0 0.0000
## DKFZp686A1627|266695 DKFZp686O24166|374383 DKFZp761E198|91056
## V2 0.0000 119.5966 558.692
## V3 77.7597 81.0223 211.528
## DKFZp779M0652|374387 DKK1|22943 DKK2|27123 DKK3|27122 DKK4|27121 DKKL1|27120
## V2 4.4806 0.3447 109.6015 430.1342 0.6893 0.0000
## V3 3.2626 1.0875 20.1196 1538.8798 1.0875 1.0875
## DLAT|1737 DLC1|10395 DLD|1738 DLEC1|9940 DLEU1|10301 DLEU2L|79469 DLEU2|8847
## V2 906.5285 440.1293 1904.585 89.9560 35.4999 11.7184 27.9243
## V3 860.4948 476.8896 1866.775 82.1098 55.2257 2.1751 47.5421
## DLEU7|220107 DLG1|1739 DLG2|1740 DLG3|1741 DLG4|1742 DLG5|9231 DLGAP1|9229
## V2 1.0340 1246.965 15.5096 2917.192 249.5743 9718.345 8.9611
## V3 3.2626 1433.388 252.8548 2232.191 177.2811 1802.610 31.5389
## DLGAP2|9228 DLGAP3|58512 DLGAP4|22839 DLGAP5|9787 DLK1|8788 DLK2|65989
## V2 3.1019 93.4025 3113.992 239.8825 0.3447 0.6893
## V3 8.1566 49.4834 2778.140 521.4791 0.0000 40.2393
## DLL1|28514 DLL3|10683 DLL4|54567 DLST|1743 DLX1|1745 DLX2|1746 DLX3|1747
## V2 57.5580 16.1990 218.5137 1565.096 0.6893 1.0340 51.6988
## V3 444.2632 42.9581 264.2741 2017.945 311.5824 50.0272 251.7673
## DLX4|1748 DLX5|1749 DLX6AS|285987 DLX6|1750 DMAP1|55929 DMBT1|1755
## V2 1.3786 7.9272 0 0.6893 618.6626 0.0000
## V3 106.0359 20.1196 0 0.0000 424.6873 0.5438
## DMBX1|127343 DMC1|11144 DMD|1756 DMGDH|29958 DMKN|93099 DMP1|1758 DMPK|1760
## V2 8.9611 32.3979 48.9416 19.9902 101.3297 3.1019 1478.931
## V3 52.7461 15.7694 104.4046 15.7694 14.6819 0.0000 1206.090
## DMRT1|1761 DMRT2|10655 DMRT3|58524 DMRTA1|63951 DMRTA2|63950 DMRTB1|63948
## V2 1.0340 4.4806 11.7184 1.7233 0 0
## V3 1.6313 2.1751 13.0506 0.5438 0 0
## DMRTC1B|728656 DMRTC1|63947 DMRTC2|63946 DMTF1|9988 DMWD|1762 DMXL1|1657
## V2 4.4806 0 0.3447 1127.6926 789.9580 1335.8976
## V3 14.6819 0 1961.9358 951.0549 961.3921 452.4198
## DMXL2|23312 DNA2|1763 DNAH10|196385 DNAH11|8701 DNAH12|201625 DNAH14|127602
## V2 1349.339 173.0187 33.4319 4.9252 2.4126 156.4751
## V3 1160.957 205.0027 141.3812 10.6036 18.4883 165.3072
## DNAH17|8632 DNAH1|25981 DNAH2|146754 DNAH3|55567 DNAH5|1767 DNAH6|1768
## V2 27.9312 240.2272 65.8298 0.3447 288.4794 9.9951
## V3 42.9581 201.1963 90.8102 175.0952 140.8374 83.7412
## DNAH7|56171 DNAH8|1769 DNAH9|1770 DNAI1|27019 DNAI2|64446 DNAJA1|3301
## V2 87.1987 0.6893 75.8249 118.9073 0 2977.852
## V3 20.1196 2.7189 2.1751 27.7325 0 3717.781
## DNAJA2|10294 DNAJA3|9093 DNAJA4|55466 DNAJB11|51726 DNAJB12|54788
## V2 1921.818 1866.672 3791.592 1409.655 996.064
## V3 1340.946 1887.439 4002.719 1361.610 1031.539
## DNAJB13|374407 DNAJB14|79982 DNAJB1|3337 DNAJB2|3300 DNAJB3|414061
## V2 1.3786 284.6882 3764.364 2015.909 0
## V3 11.4192 243.6107 4023.926 2269.168 0
## DNAJB4|11080 DNAJB5|25822 DNAJB6|10049 DNAJB7|150353 DNAJB8|165721
## V2 248.1544 69.9657 1253.524 3.0468 0
## V3 135.9434 187.6020 1269.168 5.9108 0
## DNAJB9|4189 DNAJC10|54431 DNAJC11|55735 DNAJC12|56521 DNAJC13|23317
## V2 676.2206 2831.372 1332.4165 4541.9140 1847.371
## V3 387.1669 2607.395 681.7999 104.9483 1407.287
## DNAJC14|85406 DNAJC15|29103 DNAJC16|23341 DNAJC17|55192 DNAJC18|202052
## V2 1055.948 1054.3113 1057.4133 212.3098 119.9413
## V3 1536.699 988.5808 579.6629 189.7771 71.7781
## DNAJC19|131118 DNAJC1|64215 DNAJC21|134218 DNAJC22|79962 DNAJC24|120526
## V2 717.5797 1249.3882 1412.412 15.5096 400.3453
## V3 359.9782 717.7814 1441.001 114.7363 213.2844
## DNAJC25-GNG10|552891 DNAJC25|548645 DNAJC27|51277 DNAJC28|54943 DNAJC2|27000
## V2 0 121.3199 175.7760 24.8154 501.9887
## V3 0 228.3850 180.5329 28.8200 852.9201
## DNAJC30|84277 DNAJC3|5611 DNAJC4|3338 DNAJC5B|85479 DNAJC5G|285126
## V2 406.3528 1930.089 639.8005 1.7233 0.0000
## V3 719.9565 1173.464 666.0305 13.0506 0.5438
## DNAJC5|80331 DNAJC6|9829 DNAJC7|7266 DNAJC8|22826 DNAJC9|23234 DNAL1|83544
## V2 4640.486 512.8523 1489.791 1557.858 752.2351 456.3283
## V3 4177.814 15.2257 1338.662 1246.873 622.0120 183.2518
## DNAL4|10126 DNALI1|7802 DNASE1L1|1774 DNASE1L2|1775 DNASE1L3|1776
## V2 641.0654 2032.1084 859.6722 108.5675 5.1699
## V3 435.0190 927.1343 645.6498 59.8151 6.5253
## DNASE1|1773 DNASE2B|58511 DNASE2|1777 DND1|373863 DNER|92737 DNHD1|144132
## V2 200.5914 70.3104 2729.698 142.7267 3.4466 409.1100
## V3 213.7031 0.0000 1531.267 79.3855 40.7830 858.6188
## DNLZ|728489 DNM1L|10059 DNM1P35|100128285 DNM1|1759 DNM2|1785 DNM3|26052
## V2 128.9024 1449.290 53.7668 206.106 2985.180 24.1261
## V3 528.0044 1261.011 39.6955 1326.808 3568.385 87.0038
## DNMBP|23268 DNMT1|1786 DNMT3A|1788 DNMT3B|1789 DNMT3L|29947 DNPEP|23549
## V2 124.7217 2612.514 495.2747 305.7124 0.3447 1308.669
## V3 332.1207 2557.368 738.4448 293.0941 0.0000 1682.436
## DNTTIP1|116092 DNTTIP2|30836 DNTT|1791 DOC2A|8448 DOC2B|8447 DOCK10|55619
## V2 361.8918 1392.0770 0.6893 63.0312 70.3104 235.0573
## V3 910.8211 781.4029 0.0000 384.0783 3.2626 310.4948
## DOCK11|139818 DOCK1|1793 DOCK2|1794 DOCK3|1795 DOCK4|9732 DOCK5|80005
## V2 97.5384 1073.9569 181.2905 151.3052 210.9312 241.9505
## V3 222.9473 865.1441 521.4791 83.1974 446.4383 393.1485
## DOCK6|57572 DOCK7|85440 DOCK8|81704 DOCK9|23348 DOHH|83475 DOK1|1796
## V2 821.6666 1412.0672 455.6390 1595.0810 330.5278 144.7567
## V3 1262.0990 584.5568 628.2599 977.1615 551.9304 209.3529
## DOK2|9046 DOK3|79930 DOK4|55715 DOK5|55816 DOK6|220164 DOK7|285489
## V2 19.9902 150.6159 583.5074 4.8252 21.0242 122.3539
## V3 151.7129 282.2186 259.3801 18.4883 13.5943 10.3317
## DOLK|22845 DOLPP1|57171 DOM3Z|1797 DONSON|29980 DOPEY1|23033 DOPEY2|9980
## V2 365.3384 372.5762 533.8110 731.7245 374.0823 3914.635
## V3 1017.4008 1106.0359 392.7569 359.6411 381.8380 1008.700
## DOT1L|84444 DPAGT1|1798 DPCD|25911 DPCR1|135656 DPEP1|1800 DPEP2|64174
## V2 1642.640 1026.8386 357.3905 2.0680 4.8252 25.8494
## V3 1094.611 527.6944 271.6911 1.6313 20.6634 38.6079
## DPEP3|64180 DPF1|8193 DPF2|5977 DPF3|8110 DPH1|1801 DPH2|1802
## V2 0.6893 4.8252 826.4919 3.1019 995.4436 816.4967
## V3 1.0875 26.6449 1188.6895 11.9630 923.6433 468.7330
## DPH3B|100132911 DPH3|285381 DPH5|51611 DPM1|8813 DPM2|8818 DPM3|54344
## V2 150.6159 381.8820 439.5365 524.2261 683.8031 394.6344
## V3 16.3132 511.1474 189.7771 809.1354 1766.1773 449.1572
## DPP10|57628 DPP3|10072 DPP4|1803 DPP6|1804 DPP7|29952 DPP8|54878 DPP9|91039
## V2 0 2797.940 4.8252 1.0340 3573.078 522.5028 2051.754
## V3 0 1854.812 203.9152 0.5438 3556.824 460.5764 2680.261
## DPPA2|151871 DPPA3|359787 DPPA4|55211 DPPA5|340168 DPRXP4|503645 DPRX|503834
## V2 0 0.3447 1.0340 0.3447 3.4466 0
## V3 0 0.0000 1.0875 0.0000 3.2626 0
## DPT|1805 DPY19L1|23333 DPY19L2P1|554236 DPY19L2P2|349152 DPY19L2P4|442523
## V2 303.6444 633.4829 114.4267 120.2859 44.8056
## V3 539.4236 238.1729 0.5438 23.3823 13.0506
## DPY19L2|283417 DPY19L3|147991 DPY19L4|286148 DPY30|84661 DPYD|1806
## V2 203.3487 603.4976 950.2244 448.2288 114.7714
## V3 29.3638 255.0299 938.5536 744.5079 307.7760
## DPYSL2|1808 DPYSL3|1809 DPYSL4|10570 DPYSL5|56896 DPYS|1807 DQX1|165545
## V2 513.197 1404.140 243.3291 18.6116 0.0000 5.8592
## V3 2356.172 2789.559 138.1185 41.3268 3.2626 289.2877
## DR1|1810 DRAM1|55332 DRAM2|128338 DRAP1|10589 DRD1|1812 DRD2|1813 DRD3|1814
## V2 1200.4467 342.5909 788.9240 1095.670 11.7184 17.2329 0
## V3 816.7482 441.0005 587.2757 1641.109 0.0000 9.2442 0
## DRD4|1815 DRD5|1816 DRG1|4733 DRG2|1819 DRGX|644168 DRP2|1821 DSC1|1823
## V2 9.3058 0 658.9877 517.6776 0.000 153.7178 12.7524
## V3 27.7325 0 1613.3768 531.8108 4.894 54.9212 8.1566
## DSC2|1824 DSC3|1825 DSCAML1|57453 DSCAM|1826 DSCC1|79075 DSCR10|259234
## V2 970.2146 1.0340 146.1353 0.0000 206.4506 1.7233
## V3 355.0843 21.2072 2.1751 3.2626 286.0250 0.0000
## DSCR3|10311 DSCR4|10281 DSCR6|53820 DSCR8|84677 DSCR9|257203 DSEL|92126
## V2 1336.5869 0 166.8149 4.1359 10.3398 674.4973
## V3 499.7281 0 1.6313 0.0000 3.2626 58.7276
## DSE|29940 DSG1|1828 DSG2|1829 DSG3|1830 DSG4|147409 DSN1|79980 DSPP|1834
## V2 241.1026 1.0340 4588.732 2.0680 3.7912 533.8765 0
## V3 519.6030 0.5438 1393.094 18.4883 0.0000 1117.4551 0
## DSP|1832 DSTN|11034 DSTYK|25778 DST|667 DTD1|92675 DTHD1|401124 DTL|51514
## V2 387.0519 9861.723 1162.5342 4477.807 467.702 1.0340 724.1282
## V3 6923.3279 9847.200 462.7515 4051.659 949.429 2.1751 812.9418
## DTNA|1837 DTNBP1|84062 DTNB|1838 DTWD1|56986 DTWD2|285605 DTX1|1840
## V2 1750.5222 260.9067 318.1201 412.9013 399.1149 180.2566
## V3 267.5367 460.5764 575.3127 187.0582 95.7042 52.2023
## DTX2|113878 DTX3L|151636 DTX3|196403 DTX4|23220 DTYMK|1841 DULLARD|23399
## V2 320.5327 2071.948 880.2586 188.5284 367.4063 1343.480
## V3 414.8994 2012.316 1017.4008 657.4225 909.7336 1488.309
## DUOX1|53905 DUOX2|50506 DUOXA1|90527 DUOXA2|405753 DUPD1|338599 DUS1L|64118
## V2 20.6795 4.1359 2.7573 0.0000 0 2423.641
## V3 377.9228 29.3638 10.3317 1.6313 0 3586.732
## DUS2L|54920 DUS3L|56931 DUS4L|11062 DUSP10|11221 DUSP11|8446 DUSP12|11266
## V2 277.4504 345.0035 253.8412 519.7455 279.5183 282.2756
## V3 289.8314 489.9402 238.9505 810.2229 334.4209 280.0435
## DUSP13|51207 DUSP14|11072 DUSP15|128853 DUSP16|80824 DUSP18|150290
## V2 0.0000 295.7173 20.6795 3191.541 190.9755
## V3 0.5438 3249.5922 7.6128 1409.462 145.2855
## DUSP19|142679 DUSP1|1843 DUSP21|63904 DUSP22|56940 DUSP23|54935 DUSP26|78986
## V2 77.5482 754.1135 0 558.0026 423.2410 9.9951
## V3 72.8657 1250.1359 0 345.8401 820.0109 1.6313
## DUSP27|92235 DUSP28|285193 DUSP2|1844 DUSP3|1845 DUSP4|1846 DUSP5P|574029
## V2 2.7573 160.6110 103.3976 2297.151 2114.827 1.0340
## V3 9.2442 265.9054 152.8004 1547.036 4117.455 8.7004
## DUSP5|1847 DUSP6|1848 DUSP7|1849 DUSP8|1850 DUSP9|1852 DUT|1854 DUX4|22947
## V2 1326.9365 514.5756 418.4158 1370.0188 2.0680 1272.3770 0
## V3 295.8129 1114.7363 547.0364 748.7765 2.1751 983.5563 0
## DUXA|503835 DVL1|1855 DVL2|1856 DVL3|1857 DVWA|344875 DYDC1|143241
## V2 0 2014.8755 543.5270 2654.562 0.0000 3.2295
## V3 0 712.3437 874.3883 3591.082 2.1751 0.0000
## DYDC2|84332 DYM|54808 DYNC1H1|1778 DYNC1I1|1780 DYNC1I2|1781 DYNC1LI1|51143
## V2 33.649 835.7976 13721.56 7.9272 1302.466 864.4043
## V3 0.000 253.9424 10574.77 7.6128 1555.737 1174.5514
## DYNC1LI2|1783 DYNC2H1|79659 DYNC2LI1|51626 DYNLL1|8655 DYNLL2|140735
## V2 3871.553 613.4927 348.7947 2635.261 2679.033
## V3 2510.604 92.9853 340.9462 3473.083 2409.462
## DYNLRB1|83658 DYNLRB2|83657 DYNLT1|6993 DYNLT3|6990 DYRK1A|1859 DYRK1B|9149
## V2 2142.744 40.6697 435.9934 2388.1410 2644.912 670.7061
## V3 2920.065 25.5574 1383.3605 266.9929 1100.054 1231.1039
## DYRK2|8445 DYRK3|8444 DYRK4|8798 DYSFIP1|116729 DYSF|8291 DYTN|391475
## V2 942.6419 278.4843 210.9312 1.0340 341.2122 0
## V3 485.0462 54.3774 123.4367 1.0875 671.0169 0
## DYX1C1|161582 DZIP1L|199221 DZIP1|22873 DZIP3|9666 E2F1|1869 E2F2|1870
## V2 104.087 267.7999 75.2700 844.1349 1048.797 381.882
## V3 53.317 56.0087 112.8766 553.0179 1244.154 245.242
## E2F3|1871 E2F4|1874 E2F5|1875 E2F6|1876 E2F7|144455 E2F8|79733 E4F1|1877
## V2 491.1388 1251.111 126.2278 275.3824 159.9217 208.5186 964.0107
## V3 381.1854 1265.362 86.5960 569.8749 157.1506 396.9549 855.3562
## EAF1|85403 EAF2|55840 EAPP|55837 EARS2|124454 EBAG9|9166 EBF1|1879
## V2 924.7196 24.4708 541.1144 880.2586 425.9983 76.5143
## V3 961.3921 126.1555 665.5791 723.2191 545.4051 162.0446
## EBF2|64641 EBF3|253738 EBF4|57593 EBI3|10148 EBNA1BP2|10969 EBPL|84650
## V2 9.3058 36.8785 288.4794 17.2329 1349.3393 127.5238
## V3 10.3317 23.9260 990.2121 65.2529 868.8907 229.4725
## EBP|10682 ECD|11319 ECE1|1889 ECE2|9718 ECEL1|9427 ECH1|1891 ECHDC1|55862
## V2 911.2779 653.8178 6738.425 225.7515 2.0680 2407.442 384.2946
## V3 2259.9239 297.4443 5260.468 258.8363 29.3638 7941.272 400.2175
## ECHDC2|55268 ECHDC3|79746 ECHS1|1892 ECM1|1893 ECM2|1842 ECSCR|641700
## V2 1848.0606 391.5324 2025.215 34992.866 94.7812 52.0435
## V3 204.4589 104.4046 2961.392 3385.536 330.0707 66.3404
## ECSIT|51295 ECT2L|345930 ECT2|1894 EDA2R|60401 EDARADD|128178 EDAR|10913
## V2 882.6712 18.2669 1100.496 69.2764 21.0242 0.3447
## V3 1049.4834 21.7510 1547.036 39.6955 57.0962 1.0875
## EDA|1896 EDC3|80153 EDC4|23644 EDDM3A|10876 EDDM3B|64184 EDEM1|9695
## V2 70.3104 1196.655 2115.530 0.3447 0.0000 1105.321
## V3 27.7325 1253.942 2191.169 2.7189 3.2626 1560.631
## EDEM2|55741 EDEM3|80267 EDF1|8721 EDIL3|10085 EDN1|1906 EDN2|1907 EDN3|1908
## V2 876.4674 1406.553 2268.200 102.0190 34.1212 46.5289 0.3447
## V3 885.2637 1129.962 5867.319 191.4084 134.3121 19.5759 1.0875
## EDNRA|1909 EDNRB|1910 EEA1|8411 EED|8726 EEF1A1P9|441032 EEF1A1|1915
## V2 1488.2368 106.1549 555.9347 322.2560 2041.07 30241.40
## V3 521.4791 69.6030 504.0783 487.7651 2465.47 32369.77
## EEF1A2|1917 EEF1B2|1933 EEF1DP3|196549 EEF1D|1936 EEF1E1|9521 EEF1G|1937
## V2 30080.443 1990.060 10.3398 6335.519 439.0953 19443.58
## V3 3771.615 2283.306 1.0875 11299.619 187.0582 13637.30
## EEF2K|29904 EEF2|1938 EEFSEC|60678 EEPD1|80820 EFCAB10|100130771
## V2 2123.098 65654.75 605.7379 109.6015 3.6913
## V3 1219.141 32285.48 681.5606 97.8793 7.6998
## EFCAB1|79645 EFCAB2|84288 EFCAB3|146779 EFCAB4A|283229 EFCAB4B|84766
## V2 1.7233 135.4509 0.0000 965.3894 656.9197
## V3 3.2626 100.5982 8.1566 946.1664 413.8119
## EFCAB5|374786 EFCAB6|64800 EFCAB7|84455 EFEMP1|2202 EFEMP2|30008
## V2 8.9611 98.5724 340.1783 307.0910 673.4633
## V3 14.1381 21.2072 61.4464 306.6884 1074.4970
## EFHA1|221154 EFHA2|286097 EFHB|151651 EFHC1|114327 EFHC2|80258 EFHD1|80303
## V2 795.4726 14.1310 2.7573 653.1285 9.3058 2982.6774
## V3 613.9206 9.7879 5.9815 328.4394 9.7879 685.6987
## EFHD2|79180 EFNA1|1942 EFNA2|1943 EFNA3|1944 EFNA4|1945 EFNA5|1946
## V2 1044.316 1717.780 0.3447 127.1791 50.3202 417.7265
## V3 1272.431 1271.887 3.8064 129.4182 82.1098 182.1642
## EFNB1|1947 EFNB2|1948 EFNB3|1949 EFR3A|23167 EFR3B|22979 EFS|10278
## V2 493.5514 312.2609 15.8543 2032.108 123.3879 1047.4182
## V3 296.3567 764.5459 40.7830 2145.188 153.3442 920.0653
## EFTUD1|79631 EFTUD2|9343 EGFL6|25975 EGFL7|51162 EGFL8|80864 EGFLAM|133584
## V2 896.1129 2571.155 6.2039 308.8143 129.2643 120.2859
## V3 501.9032 1540.935 219.6846 946.7102 137.4932 158.7819
## EGFR|1956 EGF|1950 EGLN1|54583 EGLN2|112398 EGLN3|112399 EGOT|100126791
## V2 53.0775 28.2620 1281.441 1820.643 275.7271 26.8834
## V3 73.9532 63.6215 1108.211 1532.817 1577.4878 5.9815
## EGR1|1958 EGR2|1959 EGR3|1960 EGR4|1961 EHBP1L1|254102 EHBP1|23301
## V2 646.580 137.1742 179.2226 2.0680 841.3122 541.4383
## V3 1149.538 214.7906 53.2898 3.2626 1351.2779 641.6531
## EHD1|10938 EHD2|30846 EHD3|30845 EHD4|30844 EHF|26298 EHHADH|1962
## V2 722.0602 802.0211 419.4498 688.2837 352.586 104.0870
## V3 1806.9603 2480.1523 255.0299 882.0011 1145.731 630.7776
## EHMT1|79813 EHMT2|10919 EI24|9538 EID1|23741 EID2B|126272 EID2|163126
## V2 1583.707 1955.939 2724.528 3425.564 73.4123 363.2704
## V3 3430.125 2005.438 788.472 1934.203 78.3034 517.1289
## EID3|493861 EIF1AD|84285 EIF1AX|1964 EIF1AY|9086 EIF1B|10289 EIF1|10209
## V2 21.7135 498.0320 3196.3659 0 404.9741 9828.291
## V3 20.6634 734.6384 998.3687 0 362.6971 7246.329
## EIF2AK1|27102 EIF2AK2|5610 EIF2AK3|9451 EIF2AK4|440275 EIF2A|83939
## V2 6155.986 285.0328 952.9816 1832.5510 1690.552
## V3 6091.408 364.8722 1038.6079 573.1376 1302.338
## EIF2B1|1967 EIF2B2|8892 EIF2B3|8891 EIF2B4|8890 EIF2B5|8893 EIF2C1|26523
## V2 888.8751 399.1149 448.0565 831.3171 1477.208 1345.2034
## V3 1066.3404 549.2115 488.8526 1718.8690 1782.491 573.1376
## EIF2C2|27161 EIF2C3|192669 EIF2C4|192670 EIF2S1|1965 EIF2S2|8894 EIF2S3|1968
## V2 236.4360 112.3588 520.0902 1291.092 1700.547 8208.395
## V3 256.6612 78.3034 222.4035 1483.959 2059.815 4005.438
## EIF3A|8661 EIF3B|8662 EIF3CL|728689 EIF3C|8663 EIF3D|8664 EIF3E|3646
## V2 5771.657 5054.766 7433.340 294.9452 2739.348 3343.535
## V3 3518.216 4846.656 8076.194 396.3458 3193.584 1904.840
## EIF3F|8665 EIF3G|8666 EIF3H|8667 EIF3IP1|442720 EIF3I|8668 EIF3J|8669
## V2 1817.386 1860.844 2969.236 0.3447 4216.994 1617.829
## V3 1866.775 2731.729 3119.630 0.0000 2974.486 1191.952
## EIF3K|27335 EIF3L|51386 EIF3M|10480 EIF4A1|1973 EIF4A2|1974 EIF4A3|9775
## V2 1851.852 3449.690 1991.670 6433.850 14045.536 1095.326
## V3 2271.343 2902.664 1563.736 9065.699 5620.865 1715.606
## EIF4B|1975 EIF4E1B|253314 EIF4E2|9470 EIF4E3|317649 EIF4EBP1|1978
## V2 5829.087 1.7233 1130.481 869.0262 468.736
## V3 4435.769 0.0000 1427.406 555.7368 1029.364
## EIF4EBP2|1979 EIF4EBP3|8637 EIF4ENIF1|56478 EIF4E|1977 EIF4G1|1981
## V2 3056.779 331.9926 541.1144 376.7121 13713.63
## V3 1436.107 170.8918 952.1479 261.5552 12237.63
## EIF4G2|1982 EIF4G3|8672 EIF4H|7458 EIF5A2|56648 EIF5AL1|143244 EIF5A|1984
## V2 13428.94 2338.510 4357.521 208.1739 1093.258 4915.524
## V3 18715.06 1278.956 5948.885 112.0174 1114.193 5209.897
## EIF5B|9669 EIF5|1983 EIF6|3692 ELAC1|55520 ELAC2|60528 ELANE|1991
## V2 1824.279 4546.395 2550.475 100.0372 1356.233 0
## V3 1656.335 3797.716 3948.885 30.9407 1077.216 0
## ELAVL1|1994 ELAVL2|1993 ELAVL3|1995 ELAVL4|1996 ELF1|1997 ELF2|1998
## V2 2093.458 104.0870 32.7426 0.3447 1697.4447 732.4000
## V3 2152.800 80.4785 1.0875 0.5438 910.8211 943.4475
## ELF3|1999 ELF4|2000 ELF5|2001 ELFN1|392617 ELFN2|114794 ELK1|2002 ELK3|2004
## V2 1863.57 763.0746 0.6893 55.4901 13.0970 1433.436 302.6104
## V3 12351.28 599.7825 488.3089 66.8842 25.5574 1266.993 319.1952
## ELK4|2005 ELL2|22936 ELL3|80237 ELL|8178 ELMO1|9844 ELMO2|63916 ELMO3|79767
## V2 144.7567 1708.4738 773.4247 626.5897 181.9799 1023.292 2125.166
## V3 75.0408 571.5063 808.9995 679.7172 258.8363 1991.843 1642.741
## ELMOD1|55531 ELMOD2|255520 ELMOD3|84173 ELN|2006 ELOF1|84337 ELOVL1|64834
## V2 43.427 154.0625 369.8189 1097.3937 984.0009 1874.255
## V3 0.000 231.1039 460.0326 480.1523 1498.0968 1966.830
## ELOVL2|54898 ELOVL3|83401 ELOVL4|6785 ELOVL5|60481 ELOVL6|79071 ELOVL7|79993
## V2 866.4723 6.8932 18.9562 9891.363 165.4362 57.2134
## V3 29.9076 8.1566 15.2257 4462.752 406.1990 210.4405
## ELP2P|100131454 ELP2|55250 ELP3|55140 ELP4|26610 ELSPBP1|64100 ELTD1|64123
## V2 21.7135 8180.4771 1493.407 234.7127 0 244.3631
## V3 42.4144 367.0473 874.932 193.0397 0 336.5960
## EMB|133418 EMCN|51705 EMD|2010 EME1|146956 EME2|197342 EMG1|10436
## V2 128.5577 145.7907 1264.2086 88.6325 117.8733 482.8670
## V3 386.0794 113.6487 979.8804 1507.2920 68.5155 470.0924
## EMID1|129080 EMID2|136227 EMILIN1|11117 EMILIN2|84034 EMILIN3|90187
## V2 206.4506 42.3930 1101.185 89.6113 6.1108
## V3 176.1827 5.4377 2784.122 321.9141 8.1729
## EML1|2009 EML2|24139 EML3|256364 EML4|27436 EML5|161436 EML6|400954
## V2 523.8814 1316.8000 1529.251 665.1915 134.7616 18.2669
## V3 450.2447 687.5095 1077.216 1267.5367 80.4785 21.2072
## EMP1|2012 EMP2|2013 EMP3|2014 EMR1|2015 EMR2|30817 EMR3|84658 EMR4P|326342
## V2 1915.614 4459.885 153.0285 5.5145 58.592 0 3.1019
## V3 1027.189 2647.635 475.8021 30.4513 79.391 0 2.1751
## EMX1|2016 EMX2OS|196047 EMX2|2018 EN1|2019 EN2|2020 ENAH|55740 ENAM|10117
## V2 87.1987 19.9902 11.0291 26.5387 21.3688 3485.879 1.7233
## V3 40.2393 23.3823 22.2947 40.7830 19.5759 4693.855 0.0000
## ENC1|8507 ENDOD1|23052 ENDOG|2021 ENDOU|8909 ENGASE|64772 ENG|2022
## V2 1360.2408 1978.3416 151.1432 2.0680 1656.4303 2581.839
## V3 579.6629 243.0669 367.9010 23.3823 734.6384 2669.929
## ENHO|375704 ENKUR|219670 ENO1|2023 ENO2|2026 ENO3|2027 ENOPH1|58478
## V2 126.8344 5.1699 11137.99 2985.090 187.4944 1037.768
## V3 21.2072 1.0875 19752.58 1925.503 108.2110 1022.295
## ENOSF1|55556 ENOX1|55068 ENOX2|10495 ENPEP|2028 ENPP1|5167 ENPP2|5168
## V2 433.2982 97.8831 483.5563 178.8779 834.419 102.7083
## V3 451.9685 128.8744 220.2284 208.2654 1412.180 226.2099
## ENPP3|5169 ENPP4|22875 ENPP5|59084 ENPP6|133121 ENPP7|339221 ENSA|2029
## V2 0.3447 1535.7997 2038.3123 3.7912 0.3447 12720.668
## V3 16.3132 238.1729 489.9402 10.3317 0.0000 4258.293
## ENTHD1|150350 ENTPD1|953 ENTPD2|954 ENTPD3|956 ENTPD4|9583 ENTPD5|957
## V2 2.068 1052.5880 798.2298 11.7184 587.2986 112.7965
## V3 4.894 774.8613 1083.1974 40.2393 442.0881 121.8923
## ENTPD6|955 ENTPD7|57089 ENTPD8|377841 ENY2|56943 EOMES|8320 EP300|2033
## V2 3614.782 548.2040 7.5825 526.6387 2.4126 2019.011
## V3 4218.053 302.5938 69.0593 470.9081 48.3959 1670.473
## EP400NL|347918 EP400|57634 EPAS1|2034 EPB41L1|2036 EPB41L2|2037
## V2 230.9214 1626.790 1097.394 2160.666 431.1682
## V3 113.6487 1469.821 3439.913 2843.393 469.8206
## EPB41L3|23136 EPB41L4A|64097 EPB41L4B|54566 EPB41L5|57669 EPB41|2035
## V2 2731.0765 580.0608 90.9899 543.1823 1797.3441
## V3 876.5633 748.2327 671.0169 437.1941 642.5884
## EPB42|2038 EPB49|2039 EPC1|80314 EPC2|26122 EPCAM|4072 EPDR1|54749
## V2 0.0000 1513.7415 465.9787 523.1921 4639.797 757.2154
## V3 0.5438 309.9511 245.2420 352.3654 8899.402 88.0914
## EPGN|255324 EPHA10|284656 EPHA1|2041 EPHA2|1969 EPHA3|2042 EPHA4|2043
## V2 0.3447 931.9575 737.2252 102.0190 178.8779 61.0046
## V3 0.5438 94.6166 986.9494 256.1175 57.0962 117.4551
## EPHA5|2044 EPHA6|285220 EPHA7|2045 EPHA8|2046 EPHB1|2047 EPHB2|2048
## V2 0 9.6504 54.8008 58.2473 11.7184 87.5433
## V3 0 0.0000 8.1566 11.9630 24.4698 138.1185
## EPHB3|2049 EPHB4|2050 EPHB6|2051 EPHX1|2052 EPHX2|2053 EPHX3|79852
## V2 2587.009 3503.112 24.1261 1333.140 1215.9563 2.7573
## V3 1420.881 1385.536 72.8657 2188.689 994.5623 8.1566
## EPHX4|253152 EPM2AIP1|9852 EPM2A|7957 EPN1|29924 EPN2|22905 EPN3|55040
## V2 294.3386 868.8849 62.3832 2396.413 1055.345 1087.743
## V3 4.8940 990.7558 70.1468 3755.302 1347.472 18823.023
## EPOR|2057 EPO|2056 EPPK1|83481 EPR1|8475 EPRS|2058 EPS15L1|58513 EPS15|2060
## V2 37.5678 9.9951 398.4256 267.1554 4017.688 959.8748 1690.552
## V3 725.4758 1.6313 445.3507 721.2561 2082.110 1101.1419 1045.133
## EPS8L1|54869 EPS8L2|64787 EPS8L3|79574 EPS8|2059 EPSTI1|94240 EPT1|85465
## V2 555.590 2875.144 0 723.4389 105.4656 1144.581
## V3 1671.017 3212.072 0 1522.5666 425.7749 1770.511
## EPX|8288 EPYC|1833 ERAL1|26284 ERAP1|51752 ERAP2|64167 ERAS|3266
## V2 13.0970 3.1019 1195.966 2127.8994 543.1823 0.6893
## V3 6.5253 530.7232 3721.044 868.4883 1209.8967 3.8064
## ERBB2IP|55914 ERBB2|2064 ERBB3|2065 ERBB4|2066 ERC1|23085 ERC2|26059
## V2 1974.550 7113.413 7669.348 1955.9388 1651.2604 6.5485
## V3 2336.596 194624.796 4212.072 209.8967 981.5117 3.2626
## ERCC1|2067 ERCC2|2068 ERCC3|2071 ERCC4|2072 ERCC5|2073 ERCC6L|54821
## V2 671.5367 498.3767 1017.433 473.9059 821.6666 183.7032
## V3 1147.1452 618.8146 1187.602 253.3986 684.6112 96.7917
## ERCC6|2074 ERCC8|1161 EREG|2069 ERF|2077 ERGIC1|57222 ERGIC2|51290
## V2 448.4838 106.8442 1.0340 1696.755 10222.58 564.5512
## V3 225.1060 134.3121 0.5438 1826.536 13241.98 448.0696
## ERGIC3|51614 ERG|2078 ERH|2079 ERI1|90459 ERI2|112479 ERI3|79033
## V2 5640.686 183.0138 1126.000 337.0763 570.4104 1105.666
## V3 5249.592 194.1272 1398.586 379.5541 374.1653 754.758
## ERICH1|157697 ERLEC1|27248 ERLIN1|10613 ERLIN2|11160 ERMAP|114625 ERMN|57471
## V2 300.5425 1301.087 924.3750 3486.565 460.1195 4.1359
## V3 334.4209 1834.149 489.3964 1304.513 185.4269 91.3540
## ERMP1|79956 ERN1|2081 ERN2|10595 ERO1LB|56605 ERO1L|30001 ERP27|121506
## V2 1811.785 274.0038 0.3447 178.5333 640.3761 33.7766
## V3 3773.290 317.5639 1.0875 140.2936 1103.8608 358.3469
## ERP29|10961 ERP44|23071 ERRFI1|54206 ERVFRDE1|405754 ESAM|90952 ESCO1|114799
## V2 1994.541 1150.816 6236.6014 0.3447 449.7798 635.5509
## V3 2551.930 1087.004 538.8798 1.0875 655.7912 663.4040
## ESCO2|157570 ESD|2098 ESF1|51575 ESM1|11082 ESPL1|9700 ESPNL|339768
## V2 265.3873 592.4685 675.1866 180.9459 491.4835 5.1699
## V3 359.9782 834.1490 493.7466 230.5601 780.3154 8.7004
## ESPNP|284729 ESPN|83715 ESR1|2099 ESR2|2100 ESRP1|54845 ESRP2|80004
## V2 10.6844 871.2975 3457.9620 7.2378 2236.491 1369.674
## V3 2.7189 47.8521 68.5155 51.6585 3390.973 2753.127
## ESRRA|2101 ESRRB|2103 ESRRG|2104 ESX1|80712 ESYT1|23344 ESYT2|57488
## V2 460.1195 0.3447 5.5145 0.0000 3046.439 4323.400
## V3 1070.1468 7.0691 170.2012 0.5438 2864.057 3423.056
## ESYT3|83850 ETAA1|54465 ETF1|2107 ETFA|2108 ETFB|2109 ETFDH|2110 ETHE1|23474
## V2 5.5145 412.2120 2503.257 964.0107 559.0366 261.5960 554.2114
## V3 44.5895 234.3665 1536.161 2315.9326 1755.8456 356.7156 470.9081
## ETNK1|55500 ETNK2|55224 ETS1|2113 ETS2|2114 ETV1|2115 ETV2|2116 ETV3L|440695
## V2 1827.3811 1876.6673 870.9528 806.1570 340.1783 21.3688 8.6165
## V3 887.9826 644.3719 1392.6047 764.5459 225.1223 13.0506 4.8940
## ETV3|2117 ETV4|2118 ETV5|2119 ETV6|2120 ETV7|51513 EVC2|132884 EVC|2121
## V2 289.8581 178.5333 218.8584 848.550 27.9174 37.5678 412.8565
## V3 183.2518 345.2964 163.6759 1266.993 96.7917 41.3268 424.1925
## EVI2A|2123 EVI2B|2124 EVI5L|115704 EVI5|7813 EVL|51466 EVPLL|645027
## V2 58.5920 123.7325 564.8958 415.6585 1674.008 77.2036
## V3 170.2012 296.3567 644.3719 259.3801 10281.131 0.5438
## EVPL|2125 EVX1|2128 EVX2|344191 EWSR1|2130 EXD1|161829 EXD2|55218 EXD3|54932
## V2 1551.309 0 0 4121.430 0.000 997.4426 265.7320
## V3 1573.681 0 0 7684.067 4.894 976.6177 259.3801
## EXO1|9156 EXOC1|55763 EXOC2|55770 EXOC3L2|90332 EXOC3L|283849 EXOC3|11336
## V2 198.5235 703.7933 849.5840 86.5094 249.1435 1221.1262
## V3 493.2028 597.6074 571.5063 89.1789 170.7232 990.2121
## EXOC4|60412 EXOC5|10640 EXOC6B|23233 EXOC6|54536 EXOC7|23265 EXOC8|149371
## V2 1500.9892 904.7294 234.3680 510.4397 4195.639 545.2503
## V3 991.8434 1402.3926 143.5563 364.8722 3948.195 452.9636
## EXOG|9941 EXOSC10|5394 EXOSC1|51013 EXOSC2|23404 EXOSC3|51010 EXOSC4|54512
## V2 111.6695 1498.9212 197.4895 371.1976 256.7708 357.4112
## V3 59.2713 936.9222 384.9918 725.9380 187.6020 558.9995
## EXOSC5|56915 EXOSC6|118460 EXOSC7|23016 EXOSC8|11340 EXOSC9|5393 EXPH5|23086
## V2 553.8667 264.6980 318.8094 222.3463 327.0502 386.3625
## V3 710.7123 463.2953 428.4937 148.0098 544.2088 846.6558
## EXT1|2131 EXT2|2132 EXTL1|2134 EXTL2|2135 EXTL3|2137 EYA1|2138 EYA2|2139
## V2 650.7159 2232.010 2034.1764 361.8918 2171.0059 3.1019 115.4607
## V3 717.7814 1792.278 21.2072 151.1691 593.2572 1.0875 114.7363
## EYA3|2140 EYA4|2070 EYS|346007 EZH1|2145 EZH2|2146 EZR|7430 F10|2159
## V2 265.0426 1.3786 10.6844 1461.6981 486.6583 2660.766 17.2329
## V3 73.4095 5.9815 15.2257 498.0968 941.2724 20213.159 13.0506
## F11R|50848 F11|2160 F12|2161 F13A1|2162 F13B|2165 F2RL1|2150 F2RL2|2151
## V2 3329.404 0 86.1647 242.9845 0.0000 69.9657 8.9611
## V3 5787.961 0 514.9538 292.0065 3.2626 103.3170 270.2556
## F2RL3|9002 F2R|2149 F2|2147 F3|2152 F5|2153 F7|2155 F8A1|8263 F8|2157
## V2 43.7717 681.0458 0.6893 277.1057 18.2669 7.9272 238.5039 483.5805
## V3 178.9016 1180.5329 0.0000 64.7091 94.0729 20.1196 274.6058 147.3627
## F9|2158 FA2H|79152 FAAH2|158584 FAAH|2166 FABP12|646486 FABP1|2168
## V2 0 369.1296 372.9208 922.3070 0 0
## V3 0 520.9353 125.0680 448.0696 0 0
## FABP2|2169 FABP3|2170 FABP4|2167 FABP5L3|220832 FABP5|2171 FABP6|2172
## V2 0.0000 906.1080 43.0824 0.3447 36.5338 1.0340
## V3 0.5438 30.4513 210.9842 1.0875 11.9630 51.1147
## FABP7|2173 FABP9|646480 FADD|8772 FADS1|3992 FADS2|9415 FADS3|3995
## V2 0.0000 0 1811.8714 1041.190 6874.244 714.1331
## V3 0.5438 0 732.4633 3703.926 25509.777 548.6678
## FADS6|283985 FAF1|11124 FAF2|23197 FAHD1|81889 FAHD2A|51011 FAHD2B|151313
## V2 2.7573 981.9330 1936.983 563.8377 166.8149 83.0628
## V3 2.7189 860.7939 1998.369 536.6504 365.4160 191.4084
## FAH|2184 FAIM2|23017 FAIM3|9214 FAIM|55179 FAM100A|124402 FAM100B|283991
## V2 676.9099 243.3291 207.0228 506.6485 428.0663 699.3128
## V3 1462.7515 19.0321 165.6933 281.6748 495.9217 1249.0484
## FAM101A|144347 FAM101B|359845 FAM102A|399665 FAM102B|284611 FAM103A1|83640
## V2 21.3688 215.4118 5381.847 2632.8487 453.4642
## V3 91.3540 277.8684 7018.488 728.1131 251.6313
## FAM104A|84923 FAM104B|90736 FAM105A|54491 FAM105B|90268 FAM106A|80039
## V2 780.9073 434.2701 83.0628 617.9733 1.034
## V3 533.5998 330.6145 151.7129 494.2904 0.000
## FAM106C|100129396 FAM107A|11170 FAM107B|83641 FAM108A1|81926 FAM108B1|51104
## V2 1.3786 18.2669 1418.616 552.4881 271.9358
## V3 1.6313 31.5389 1200.109 893.4203 352.9092
## FAM108C1|58489 FAM109A|144717 FAM109B|150368 FAM10A4|145165 FAM110A|83541
## V2 2166.5254 481.4884 504.2359 272.2805 1225.951
## V3 169.1136 339.3148 504.0783 255.0299 2407.830
## FAM110B|90362 FAM110C|642273 FAM111A|63901 FAM111B|374393 FAM113A|64773
## V2 168.8828 29.9853 1353.130 775.8270 845.4481
## V3 39.1517 140.8374 1860.794 700.3806 1174.5514
## FAM113B|91523 FAM114A1|92689 FAM114A2|10827 FAM115A|9747 FAM115C|285966
## V2 47.9076 439.4400 466.668 680.0119 237.8008
## V3 4051.1310 609.5704 281.131 373.0288 692.1642
## FAM116A|201627 FAM116B|414918 FAM117A|81558 FAM117B|150864 FAM118A|55007
## V2 472.5272 265.3873 447.3672 506.3038 292.2707
## V3 532.3545 259.9239 726.4818 146.8189 297.9880
## FAM118B|79607 FAM119A|151194 FAM119B|25895 FAM120AOS|158293 FAM120A|23196
## V2 122.3539 150.9606 268.1446 941.6734 5355.933
## V3 116.3676 147.9065 220.2284 1225.8564 4575.666
## FAM120B|84498 FAM120C|54954 FAM122A|116224 FAM122B|159090 FAM122C|159091
## V2 463.5661 1338.3102 445.9885 1484.101 19.6456
## V3 656.3350 559.5432 382.8167 418.162 19.0321
## FAM123A|219287 FAM123B|139285 FAM123C|205147 FAM124A|220108 FAM124B|79843
## V2 0 439.0953 139.5868 4.1359 12.4077
## V3 0 53.8336 1.6313 20.6634 21.7510
## FAM125A|93343 FAM125B|89853 FAM126A|84668 FAM126B|285172 FAM127A|8933
## V2 528.3620 624.5218 87.1987 312.2609 1177.5751
## V3 797.1724 362.6971 149.5378 357.8032 834.7635
## FAM127B|26071 FAM127C|441518 FAM128A|653784 FAM128B|80097 FAM129A|116496
## V2 1031.5639 405.3188 606.2549 2404.340 566.6191
## V3 799.8912 611.7455 514.4100 1992.931 333.3333
## FAM129B|64855 FAM129C|199786 FAM131A|131408 FAM131B|9715 FAM131C|348487
## V2 4055.945 6.2039 649.3372 2696.9553 37.5678
## V3 10611.202 34.2577 768.8961 93.5291 4.3502
## FAM132A|388581 FAM133A|286499 FAM133B|257415 FAM134A|79137 FAM134B|54463
## V2 1.7233 0.6893 103.0530 3350.428 954.0156
## V3 3.8064 0.5438 107.1234 3437.194 515.4976
## FAM134C|162427 FAM135A|57579 FAM135B|51059 FAM136A|84908 FAM136B|387071
## V2 2985.779 55.1454 34.4659 663.4682 0
## V3 1764.546 57.0962 6.5253 1342.5775 0
## FAM138B|654412 FAM138D|677784 FAM138E|100124412 FAM138F|641702
## V2 0 0 0.3447 0.3447
## V3 0 0 0.0000 0.0000
## FAM13AOS|285512 FAM13A|10144 FAM13B|51306 FAM13C|220965 FAM149A|25854
## V2 43.4925 242.5743 902.9854 41.2074 88.9220
## V3 48.6841 1349.3583 482.3274 60.5492 57.0962
## FAM149B1|317662 FAM150A|389658 FAM150B|285016 FAM151A|338094 FAM151B|167555
## V2 259.1834 0 1.0340 2.809 33.7766
## V3 270.2556 0 1.0875 0.000 7.6128
## FAM153A|285596 FAM153B|202134 FAM153C|653316 FAM154A|158297 FAM154B|283726
## V2 0.6893 0.3447 0 3.7912 185.0818
## V3 3.8064 3.2626 0 0.0000 399.1300
## FAM155A|728215 FAM155B|27112 FAM156A|29057 FAM157A|728262 FAM157B|100132403
## V2 4.4806 635.2062 1236.2912 15.1650 5.1699
## V3 17.4008 350.7341 943.4475 29.3638 13.0506
## FAM158A|51016 FAM159A|348378 FAM160A1|729830 FAM160A2|84067 FAM160B1|57700
## V2 174.0527 8.6165 82.3735 874.7441 488.0369
## V3 468.7330 4.3502 98.9668 739.5324 461.6639
## FAM160B2|64760 FAM161A|84140 FAM161B|145483 FAM162A|26355 FAM162B|221303
## V2 2051.065 90.3006 136.9502 381.882 4.1359
## V3 2000.544 151.1691 147.3627 1342.034 4.8940
## FAM163A|148753 FAM163B|642968 FAM164A|51101 FAM164C|79696 FAM165B|54065
## V2 2.0680 0.6893 152.6839 62.7279 388.0858
## V3 3.2626 0.0000 161.5008 90.8102 183.7955
## FAM166A|401565 FAM166B|730112 FAM167A|83648 FAM167B|84734 FAM168A|23201
## V2 7.2413 7.9272 707.9292 62.7279 431.5128
## V3 8.1620 5.4377 174.5514 131.0495 129.4182
## FAM168B|130074 FAM169A|26049 FAM169B|283777 FAM170A|340069 FAM170B|170370
## V2 2110.691 98.2278 0 0.3447 0.0000
## V3 1114.193 119.0865 0 0.0000 0.5438
## FAM171A1|221061 FAM171A2|284069 FAM171B|165215 FAM172A|83989 FAM173A|65990
## V2 156.1304 49.6309 438.0614 420.8284 183.3585
## V3 139.7499 115.2800 87.5476 267.5367 414.8994
## FAM173B|134145 FAM174A|345757 FAM174B|400451 FAM175A|84142 FAM175B|23172
## V2 402.2168 764.7979 1635.062 175.3452 394.9790
## V3 201.7401 216.4220 2144.644 81.3866 345.2964
## FAM176A|84141 FAM176B|55194 FAM177A1|283635 FAM177B|400823 FAM178A|55719
## V2 25.8494 1882.0129 849.9287 2.0680 1039.1463
## V3 220.7722 297.8575 840.1305 3.2626 543.7738
## FAM178B|51252 FAM179A|165186 FAM179B|23116 FAM180A|389558 FAM180B|399888
## V2 52.0435 2.0680 427.3769 2.0680 2.0680
## V3 7.0691 5.4377 459.4889 29.9076 0.5438
## FAM181A|90050 FAM181B|220382 FAM182A|284800 FAM182B|728882 FAM183A|440585
## V2 0 0.0000 3.1019 65.4852 3.7912
## V3 0 13.5943 0.0000 57.0962 3.8064
## FAM183B|340286 FAM184A|79632 FAM184B|27146 FAM185A|222234 FAM186A|121006
## V2 5.5145 64.1065 16.6608 137.5189 2.7573
## V3 5.4377 117.9989 19.3638 50.0272 8.7004
## FAM186B|84070 FAM187B|148109 FAM188A|80013 FAM188B|84182 FAM189A1|23359
## V2 7.2378 0.3447 324.6686 227.5575 27.9174
## V3 10.8755 0.5438 197.9337 148.4502 4.3502
## FAM189A2|9413 FAM189B|10712 FAM18A|780776 FAM18B2|201158 FAM18B|51030
## V2 82.3735 1064.651 20.7726 175.1591 475.6292
## V3 5.9815 1032.626 18.1947 153.0886 511.1474
## FAM190A|401145 FAM190B|54462 FAM192A|80011 FAM193A|8603 FAM193B|54540
## V2 127.5238 963.3214 1598.872 901.2828 1157.3643
## V3 23.3823 862.9690 1587.276 639.4780 970.6362
## FAM194A|131831 FAM194B|220081 FAM195A|84331 FAM195B|348262 FAM196A|642938
## V2 2.4126 0 503.5465 683.8031 72.0337
## V3 0.5438 0 648.7221 2378.4666 5.9815
## FAM196B|100131897 FAM197Y2|252946 FAM198A|729085 FAM198B|51313
## V2 0.6893 0 756.5261 4455.060
## V3 3.2626 0 34.2577 1712.887
## FAM199X|139231 FAM19A1|407738 FAM19A2|338811 FAM19A3|284467 FAM19A4|151647
## V2 744.8077 0.0000 1.7233 7.9272 0
## V3 340.9462 0.5438 10.8755 2.1751 0
## FAM19A5|25817 FAM200A|221786 FAM200B|285550 FAM20A|54757 FAM20B|9917
## V2 683.1138 247.8097 407.3867 27.5727 2397.102
## V3 48.3959 213.1593 269.1680 978.2490 1494.834
## FAM20C|56975 FAM21A|387680 FAM21B|55747 FAM21C|253725 FAM22A|728118
## V2 993.6514 147.5140 654.1624 986.4135 49.9755
## V3 740.6199 193.5835 307.7760 634.5840 67.4279
## FAM22D|728130 FAM22F|54754 FAM22G|441457 FAM23A|653567 FAM24A|118670
## V2 80.7156 2.0680 0.0000 0.6893 0
## V3 116.3676 1.0875 2.7189 2.7189 0
## FAM24B|196792 FAM25A|643161 FAM25B|100132929 FAM26D|221301 FAM26E|254228
## V2 20.297 0.1792 0 0 78.2376
## V3 32.224 0.0000 0 0 95.1604
## FAM26F|441168 FAM27A|548321 FAM27B|100133121 FAM27C|100132948 FAM27L|284123
## V2 23.4368 13.4417 0 15.5096 0
## V3 294.7254 1.0875 0 0.5438 0
## FAM32A|26017 FAM35A|54537 FAM35B2|439965 FAM35B|414241 FAM36A|116228
## V2 1225.607 689.3176 53.4221 217.8244 891.7978
## V3 1494.290 422.5122 38.0642 189.2333 889.7444
## FAM38A|9780 FAM38B|63895 FAM3A|60343 FAM3B|54097 FAM3C|10447 FAM3D|131177
## V2 5523.395 112.7034 1083.952 69.6211 1059.826 1.7233
## V3 4145.780 59.8151 1032.626 1.0875 713.975 30.4513
## FAM40A|85369 FAM40B|57464 FAM41AY1|340618 FAM41C|284593 FAM43A|131583
## V2 782.7202 40.3251 0 19.6456 349.1394
## V3 528.5481 28.2762 0 19.5759 417.6183
## FAM43B|163933 FAM45A|404636 FAM45B|55855 FAM46A|55603 FAM46B|115572
## V2 23.4368 328.4599 139.9315 408.7654 90.6453
## V3 9.2442 311.0386 130.5057 280.5873 19.0321
## FAM46C|54855 FAM46D|169966 FAM47A|158724 FAM47B|170062 FAM47C|442444
## V2 1900.1041 1.3786 0 0 0.0000
## V3 688.9614 0.0000 0 0 2.1751
## FAM47E|100129583 FAM48A|55578 FAM48B1|100130302 FAM48B2|170067 FAM49A|81553
## V2 206.0474 837.4796 0.3447 0.6893 23.0921
## V3 55.2855 677.4388 0.0000 0.0000 77.2159
## FAM49B|51571 FAM50A|9130 FAM50B|26240 FAM53A|152877 FAM53B|9679 FAM53C|51307
## V2 1082.9180 1758.449 155.4411 37.2232 1291.5986 1756.0367
## V3 994.5623 1955.410 400.7613 39.6955 582.0446 872.7569
## FAM54A|113115 FAM54B|56181 FAM55A|120400 FAM55B|120406 FAM55C|91775
## V2 23.0921 992.6484 0 0 889.5644
## V3 97.8793 721.4899 0 0 457.3138
## FAM55D|54827 FAM57A|79850 FAM57B|83723 FAM58A|92002 FAM58B|339521
## V2 0.6893 213.6885 259.1834 352.2413 0
## V3 0.0000 144.1001 171.2887 290.9190 0
## FAM59A|64762 FAM5B|57795 FAM5C|339479 FAM60A|58516 FAM63A|55793 FAM63B|54629
## V2 114.4267 525.9494 0.0000 846.4821 5718.5792 287.7901
## V3 52.7461 0.5438 188.6895 624.7961 318.6514 292.0065
## FAM64A|54478 FAM65A|79567 FAM65B|9750 FAM65C|140876 FAM66A|100133172
## V2 216.4457 2551.509 22.7475 29.6407 7.9272
## V3 300.7069 1331.158 153.3442 124.5242 0.0000
## FAM66C|440078 FAM66D|100132923 FAM66E|100132103 FAM69A|388650 FAM69B|138311
## V2 79.2715 21.9306 2.068 226.7855 99.9442
## V3 38.0642 24.8885 0.000 147.3627 221.5824
## FAM69C|125704 FAM70A|55026 FAM70B|348013 FAM71A|149647 FAM71B|153745
## V2 0.6893 27.5727 36.5338 0 0
## V3 2.7189 23.3823 53.8336 0 0
## FAM71C|196472 FAM71D|161142 FAM71E1|112703 FAM71E2|284418 FAM71F1|84691
## V2 0.3447 84.0968 47.0597 0.0000 1.0340
## V3 0.0000 30.4513 124.3339 0.5438 12.5068
## FAM71F2|346653 FAM72A|729533 FAM72B|653820 FAM72D|728833 FAM73A|374986
## V2 6.8932 16.8883 139.9315 80.9948 933.3361
## V3 25.0136 28.2762 198.4774 109.8423 186.5144
## FAM73B|84895 FAM74A1|401507 FAM74A3|728495 FAM74A4|401508 FAM75A2|642265
## V2 514.2310 0 0 0 13.4417
## V3 756.3893 0 0 0 0.0000
## FAM75A3|727830 FAM75A5|727905 FAM75A6|389730 FAM75C1|441452 FAM76A|199870
## V2 7.5825 5.1699 0 0 313.6395
## V3 0.0000 0.0000 0 0 255.0299
## FAM76B|143684 FAM78A|286336 FAM78B|149297 FAM7A2|100288380 FAM7A3|89837
## V2 343.2802 107.1889 19.3009 0.3447 1.7233
## V3 185.4269 212.6156 7.0691 0.5438 0.0000
## FAM81A|145773 FAM81B|153643 FAM82A1|151393 FAM82A2|55177 FAM82B|51115
## V2 89.6113 0.6893 47.2183 1362.7810 721.7156
## V3 289.2877 1.0875 65.7966 633.4965 754.7580
## FAM83A|84985 FAM83B|222584 FAM83C|128876 FAM83D|81610 FAM83E|54854
## V2 48.2522 62.0386 0.3447 464.9448 4.1359
## V3 5.4377 53.8336 1.0875 890.1577 251.2235
## FAM83F|113828 FAM83G|644815 FAM83H|286077 FAM84A|151354 FAM84B|157638
## V2 256.0815 381.0169 4024.926 133.3830 4975.15
## V3 29.3638 116.8298 4270.799 104.9483 2407.83
## FAM86A|196483 FAM86B1|85002 FAM86B2|653333 FAM86C|55199 FAM86D|692099
## V2 332.5441 224.7176 31.7086 420.1391 116.1500
## V3 364.0620 15.2257 0.0000 169.1136 84.2849
## FAM89A|375061 FAM89B|23625 FAM8A1|51439 FAM90A1|55138 FAM90A7|441317
## V2 16.1990 848.550 1168.0487 9.9951 0.3447
## V3 39.6955 1472.539 768.8961 54.9212 0.5438
## FAM91A1|157769 FAM92A1|137392 FAM92A3|403315 FAM92B|339145 FAM95B1|100133036
## V2 1477.208 25.1601 0 1.0340 0.6893
## V3 1302.882 32.6264 0 3.8064 2.1751
## FAM96A|84191 FAM96B|51647 FAM98A|25940 FAM98B|283742 FAM98C|147965
## V2 1030.874 662.0896 692.4196 445.2992 446.6778
## V3 1168.570 984.7743 1126.1555 83.7412 516.0413
## FAM99A|387742 FAM99B|100132464 FAM9A|171482 FAM9B|171483 FAM9C|171484
## V2 0 0 0 0 0.0000
## V3 0 0 0 0 0.5438
## FANCA|2175 FANCB|2187 FANCC|2176 FANCD2|2177 FANCE|2178 FANCF|2188
## V2 417.0647 35.4999 298.4745 428.7521 118.2180 913.0012
## V3 606.0794 35.3453 362.1533 825.9924 111.4736 581.2942
## FANCG|2189 FANCI|55215 FANCL|55120 FANCM|57697 FANK1|92565 FAP|2191
## V2 495.964 1499.225 299.1466 122.0092 159.5770 486.3136
## V3 435.019 1712.670 463.4530 187.0582 34.2577 857.5313
## FAR1|84188 FAR2|55711 FARP1|10160 FARP2|9855 FARS2|10667 FARSA|2193
## V2 1715.367 64.7062 2675.242 295.7173 261.9407 1831.862
## V3 1237.629 36.2371 1466.014 759.6520 257.7488 1977.705
## FARSB|10056 FASLG|356 FASN|2194 FASTKD1|79675 FASTKD2|22868 FASTKD3|79072
## V2 991.9281 2.4126 20084.65 172.3294 911.6226 243.6738
## V3 903.2083 34.8015 66193.04 158.7819 468.7330 163.1321
## FASTKD5|60493 FASTK|10922 FAS|355 FAT1|2195 FAT2|2196 FAT3|120114
## V2 884.8771 2051.065 71.3444 472.8719 5.1699 3.1019
## V3 550.2991 3192.496 166.3948 1029.9076 24.4698 4.8940
## FAT4|79633 FATE1|89885 FAU|2197 FBF1|85302 FBLIM1|54751 FBLL1|345630
## V2 55.1454 0.0000 3318.030 459.6405 1155.6410 0.3447
## V3 88.0914 3.8064 6333.333 619.1082 765.0897 51.1147
## FBLN1|2192 FBLN2|2199 FBLN5|10516 FBLN7|129804 FBL|2091 FBN1|2200 FBN2|2201
## V2 1648.848 549.0415 276.0717 150.2712 1465.834 1918.716 40.3251
## V3 2961.392 2554.6493 740.0761 95.1604 1862.425 4867.319 46.2208
## FBN3|84467 FBP1|2203 FBP2|8789 FBRSL1|57666 FBRS|64319 FBXL12|54850
## V2 3.1019 1747.765 0.7100 529.0513 2376.767 279.8630
## V3 25.5574 2196.302 0.6525 1088.0914 3143.012 448.0696
## FBXL13|222235 FBXL14|144699 FBXL15|79176 FBXL16|146330 FBXL17|64839
## V2 12.0631 1048.7968 336.7317 2199.957 814.0841
## V3 3.2626 642.7406 244.1544 930.397 208.2654
## FBXL18|80028 FBXL19|54620 FBXL20|84961 FBXL21|26223 FBXL22|283807
## V2 856.1325 913.6905 189.907 1.034 68.1632
## V3 299.6194 1259.9239 1343.665 0.000 70.2936
## FBXL2|25827 FBXL3|26224 FBXL4|26235 FBXL5|26234 FBXL6|26233 FBXL7|23194
## V2 214.0331 1016.7435 169.9168 2032.798 701.7357 98.2278
## V3 187.6020 934.2034 121.2616 1405.111 629.8151 228.3850
## FBXL8|55336 FBXO10|26267 FBXO11|80204 FBXO15|201456 FBXO16|157574
## V2 191.9853 143.3987 1101.874 63.7619 50.2168
## V3 198.0696 120.7558 1427.950 6.5253 63.7249
## FBXO17|115290 FBXO18|84893 FBXO21|23014 FBXO22OS|692224 FBXO22|26263
## V2 40.3251 997.8114 1281.786 60.8323 582.9904
## V3 82.1098 1266.0468 1245.242 77.9065 409.3148
## FBXO24|26261 FBXO25|26260 FBXO27|126433 FBXO28|23219 FBXO2|26232
## V2 24.3639 494.2408 67.2085 966.0787 1844.2694
## V3 16.2316 445.3507 364.3284 1107.6672 64.7091
## FBXO30|84085 FBXO31|79791 FBXO32|114907 FBXO33|254170 FBXO34|55030
## V2 183.3585 959.8748 198.8681 288.4794 540.0804
## V3 223.4910 624.2523 407.2866 185.9706 985.3181
## FBXO36|130888 FBXO38|81545 FBXO39|162517 FBXO3|26273 FBXO40|51725
## V2 200.9361 915.0692 2.7573 953.6710 0.0000
## V3 128.3306 301.2507 3.2626 781.4029 0.5438
## FBXO41|150726 FBXO42|54455 FBXO43|286151 FBXO44|93611 FBXO45|200933
## V2 856.1325 609.7015 83.7521 969.8699 990.2048
## V3 286.0250 394.2360 72.3219 395.3235 641.1093
## FBXO46|23403 FBXO47|494188 FBXO48|554251 FBXO4|26272 FBXO5|26271 FBXO6|26270
## V2 811.3269 0 28.6067 256.0815 127.8684 764.7979
## V3 752.5829 0 34.8015 163.6759 247.4171 522.5666
## FBXO7|25793 FBXO8|26269 FBXO9|26268 FBXW10|10517 FBXW11|23291 FBXW12|285231
## V2 1692.62 298.7572 1339.344 0.3447 1490.6494 0.0000
## V3 2687.33 344.8994 1110.930 2.1751 905.9271 1.0875
## FBXW2|26190 FBXW4|6468 FBXW5|54461 FBXW7|55294 FBXW8|26259 FBXW9|84261
## V2 1512.018 1337.6209 1961.798 237.1253 477.6971 477.0630
## V3 1896.139 905.3834 3061.446 431.7564 536.1610 337.9663
## FCAMR|83953 FCAR|2204 FCER1A|2205 FCER1G|2207 FCER2|2208 FCF1|51077
## V2 0.3447 0.0000 23.7815 226.4408 4.1359 539.3911
## V3 0.5438 1.0875 5.4377 635.1278 3.8064 642.1968
## FCGBP|8857 FCGR1A|2209 FCGR1B|2210 FCGR1C|100132417 FCGR2A|2212 FCGR2B|2213
## V2 619.0072 74.2533 63.0726 28.6067 413.2459 67.2085
## V3 205.0027 239.0321 179.4454 61.9902 619.3583 134.8559
## FCGR2C|9103 FCGR3A|2214 FCGR3B|2215 FCGRT|2217 FCHO1|23149 FCHO2|115548
## V2 58.592 665.1915 6.2039 1838.065 36.8785 784.7881
## V3 50.571 1952.1479 15.7694 2481.784 361.6096 443.1756
## FCHSD1|89848 FCHSD2|9873 FCN1|2219 FCN2|2220 FCN3|8547 FCRL1|115350
## V2 538.5225 2065.2336 2.4126 0.6893 22.4028 4.4806
## V3 388.2545 635.1332 27.7325 15.7694 31.5389 7.6128
## FCRL2|79368 FCRL3|115352 FCRL4|83417 FCRL5|83416 FCRL6|343413 FCRLA|84824
## V2 2.7573 6.8932 0.6893 24.1261 5.1699 11.0291
## V3 5.9815 34.8015 8.1566 98.9668 18.4883 29.3638
## FCRLB|127943 FDFT1|2222 FDPSL2A|619190 FDPS|2224 FDX1L|112812 FDX1|2230
## V2 290.5474 2269.923 2.7573 1440.302 321.2875 275.0377
## V3 23.9260 6644.372 3.2626 2793.186 347.5313 346.9277
## FDXACB1|91893 FDXR|2232 FECH|2235 FEM1A|55527 FEM1B|10116 FEM1C|56929
## V2 73.1056 690.6963 919.5497 1495.475 3387.996 1500.2999
## V3 52.7950 392.0609 311.0386 1586.732 3443.719 671.0169
## FEN1|2237 FER1L4|80307 FER1L5|90342 FER1L6|654463 FERD3L|222894 FERMT1|55612
## V2 1548.552 186.1158 6.8932 0.3447 0 33.4319
## V3 1898.858 1460.0326 17.9445 0.0000 0 5.9815
## FERMT2|10979 FERMT3|83706 FER|2241 FES|2242 FETUB|26998 FEV|54738 FEZ1|9638
## V2 300.5425 184.3925 62.7279 501.1339 0.0000 0 61.6939
## V3 818.9233 612.2893 17.4008 202.2838 1.0875 0 87.5476
## FEZ2|9637 FEZF1|389549 FEZF2|55079 FFAR1|2864 FFAR2|2867 FFAR3|2865 FGA|2243
## V2 938.506 0 0 1.7233 38.6018 1.3786 0.3447
## V3 1279.500 0 0 0.0000 16.3132 4.3502 0.0000
## FGB|2244 FGD1|2245 FGD2|221472 FGD3|89846 FGD4|121512 FGD5|152273 FGD6|55785
## V2 0.6893 1302.8103 64.7959 1183.5584 225.7515 241.9505 738.2592
## V3 14.1381 871.6694 166.3948 191.9521 187.0582 309.9511 308.8635
## FGF10|2255 FGF11|2256 FGF12|2257 FGF13|2258 FGF14|2259 FGF16|8823 FGF17|8822
## V2 349.4840 47.9076 11.0291 321.9113 4.8252 0 4.8252
## V3 0.5438 676.4274 151.1691 193.0397 81.5661 0 8.7004
## FGF18|8817 FGF19|9965 FGF1|2246 FGF20|26281 FGF21|26291 FGF22|27006
## V2 11.3737 1.7233 210.9312 0.3447 0 1.0340
## V3 11.9630 0.5438 179.4454 0.0000 0 0.5438
## FGF23|8074 FGF2|2247 FGF3|2248 FGF4|2249 FGF5|2250 FGF6|2251 FGF7|2252
## V2 0 49.8239 0.3447 0 0.3447 0 45.1503
## V3 0 43.3931 0.0000 0 1.0875 0 78.3034
## FGF8|2253 FGF9|2254 FGFBP1|9982 FGFBP2|83888 FGFBP3|143282 FGFR1OP2|26127
## V2 0 2.0680 0 1.0340 46.1843 329.8385
## V3 0 0.5438 0 2.7189 94.0729 406.7428
## FGFR1OP|11116 FGFR1|2260 FGFR2|2263 FGFR3|2261 FGFR4|2264 FGFRL1|53834
## V2 119.4105 3133.983 94.0919 75.4803 67.8978 201.6254
## V3 151.0277 1828.711 71.7781 188.1457 2193.5835 350.7341
## FGGY|55277 FGG|2266 FGL1|2267 FGL2|10875 FGR|2268 FHAD1|114827 FHDC1|85462
## V2 261.5960 0.0000 2.068 174.0527 75.1356 45.7087 518.0222
## V3 90.8102 1.6313 0.000 605.2202 182.7080 67.8956 752.5829
## FHIT|2272 FHL1|2273 FHL2|2274 FHL3|2275 FHL5|9457 FHOD1|29109 FHOD3|80206
## V2 8.6165 171.6401 149.2373 313.6395 21.0242 1505.125 608.3228
## V3 28.2762 331.7020 483.4149 445.8945 8.7004 2842.306 85.3725
## FH|2271 FIBCD1|84929 FIBIN|387758 FIBP|9158 FICD|11153 FIG4|9896 FIGF|2277
## V2 1360.368 12.0631 76.1696 948.1564 130.2810 301.5765 0.6893
## V3 1282.219 8.1566 254.4861 1662.3165 81.5661 499.1843 32.0827
## FIGLA|344018 FIGNL1|63979 FIGNL2|401720 FIGN|55137 FILIP1L|11259
## V2 0 376.7121 18.6116 6.8932 753.7688
## V3 0 339.8586 28.8200 8.1566 612.8331
## FILIP1|27145 FIP1L1|81608 FIS1|51024 FITM1|161247 FITM2|128486 FIZ1|84922
## V2 34.1212 615.6641 1423.310 6.5485 160.2664 478.0418
## V3 47.8521 603.3551 1516.743 2.7189 72.3219 562.2621
## FJX1|24147 FKBP10|60681 FKBP11|51303 FKBP14|55033 FKBP15|23307 FKBP1AP1|2282
## V2 89.6113 2238.904 262.9747 150.2712 945.1096 32.3979
## V3 82.1098 1680.261 520.9353 346.3839 1570.3915 13.5943
## FKBP1A|2280 FKBP1B|2281 FKBP2|2286 FKBP3|2287 FKBP4|2288 FKBP5|2289
## V2 6134.675 12.0631 531.1192 889.9091 15349.036 7174.4180
## V3 3498.097 19.5759 1059.2713 2139.2061 6141.925 737.3573
## FKBP6|8468 FKBP7|51661 FKBP8|23770 FKBP9L|360132 FKBP9|11328 FKBPL|63943
## V2 1.4717 139.2422 3891.543 48.5969 2810.693 187.1497
## V3 15.4595 140.8374 4709.081 45.1332 3218.597 282.2186
## FKRP|79147 FKSG29|100131561 FKSG73|440888 FKSG83|83954 FKTN|2218 FLAD1|80308
## V2 344.3142 0 0 0 690.6963 1440.329
## V3 368.6786 0 0 0 275.1495 1059.815
## FLCN|201163 FLG2|388698 FLG|2312 FLI1|2313 FLII|2314 FLJ10038|55056
## V2 837.7829 0.0000 0.6893 157.8537 3574.801 388.0376
## V3 732.9853 0.5438 4.8940 280.0435 4249.592 188.3904
## FLJ10213|55096 FLJ10357|55701 FLJ10661|286042 FLJ11235|54508 FLJ12825|440101
## V2 11.3737 995.7193 47.5629 25.8494 29.6407
## V3 18.4883 771.6150 16.8570 28.2762 14.1381
## FLJ13197|79667 FLJ13224|79857 FLJ14107|80094 FLJ16779|100192386
## V2 7.2689 1.0340 1.0340 2.0680
## V3 65.4921 1.6313 3.2626 0.5438
## FLJ22536|401237 FLJ23867|200058 FLJ25328|148231 FLJ25363|401082
## V2 15.8543 913.3459 0 0.0000
## V3 9.2442 801.5226 0 1.0875
## FLJ25758|497049 FLJ26850|400710 FLJ30679|146512 FLJ32063|150538
## V2 0 2.4126 0.3447 0
## V3 0 6.5253 0.5438 0
## FLJ33360|401172 FLJ33630|644873 FLJ34503|285759 FLJ35024|401491
## V2 1.7233 331.9064 1.0340 2.4126
## V3 13.5943 344.2088 1.0875 18.4883
## FLJ35220|284131 FLJ35390|255031 FLJ35776|649446 FLJ36000|284124
## V2 361.2024 195.8524 167.5042 0.0000
## V3 545.4051 343.0234 173.4638 15.7694
## FLJ36031|168455 FLJ36777|730971 FLJ37201|283011 FLJ37307|283521
## V2 86.1647 10.3398 16.1990 0.3447
## V3 556.2806 16.3132 23.3823 16.8570
## FLJ37453|729614 FLJ37543|285668 FLJ39582|439931 FLJ39609|100130417
## V2 198.1788 3.1019 40.1803 0.6893
## V3 178.9016 0.0000 144.3883 0.5438
## FLJ39653|202020 FLJ39739|388685 FLJ40292|643210 FLJ40330|645784
## V2 144.7567 1.0340 1.0340 23.7815
## V3 36.9766 7.6128 5.4377 64.7091
## FLJ40434|163742 FLJ40504|284085 FLJ40852|285962 FLJ41941|100192420
## V2 0 0 14.4757 4.1359
## V3 0 0 63.0778 3.8064
## FLJ42289|388182 FLJ42393|401105 FLJ42627|645644 FLJ42709|441094
## V2 77.8929 2.068 117.1840 33.7766
## V3 81.0223 0.000 46.6069 21.7510
## FLJ42875|440556 FLJ43390|646113 FLJ43663|378805 FLJ43859|389761
## V2 1.0340 0.3447 97.5384 0
## V3 1.6313 0.5438 168.5699 0
## FLJ43860|389690 FLJ43950|347127 FLJ44054|643365 FLJ44082|389762
## V2 0.3447 0 1.034 0
## V3 0.0000 0 0.000 0
## FLJ44606|401207 FLJ44635|392490 FLJ45079|400624 FLJ45244|400242
## V2 151.6499 6.8932 0 109.9462
## V3 3.8064 8.7004 0 84.2849
## FLJ45340|402483 FLJ45445|399844 FLJ45983|399717 FLJ46111|283102
## V2 1432.402 47.2183 614.8713 1.3786
## V3 1091.898 330.0707 540.5111 7.0691
## FLJ46321|389763 FLJ46361|375940 FLJ90757|440465 FLNA|2316 FLNB|2317
## V2 0 0 739.2932 9714.209 12439.392
## V3 0 0 915.7151 11434.475 4135.503
## FLNC|2318 FLOT1|10211 FLOT2|2319 FLRT1|23769 FLRT2|23768 FLRT3|23767
## V2 88.2327 3352.152 2571.844 8.9611 99.9511 1213.1991
## V3 144.6438 8901.577 7361.610 23.9260 85.3725 415.9869
## FLT1|2321 FLT3LG|2323 FLT3|2322 FLT4|2324 FLVCR1|28982 FLVCR2|55640
## V2 918.5158 31.0193 98.9171 326.3919 293.3047 27.9174
## V3 793.9097 267.5367 23.9260 358.8907 161.5008 174.0076
## FLYWCH1|84256 FLYWCH2|114984 FMN1|342184 FMN2|56776 FMNL1|752 FMNL2|114793
## V2 1016.399 650.0265 188.5284 0.0000 347.9744 275.0377
## V3 1448.613 594.3448 24.4698 3.8064 814.3774 414.8994
## FMNL3|91010 FMO1|2326 FMO2|2327 FMO3|2328 FMO4|2329 FMO5|2330 FMO6P|388714
## V2 734.5093 13.0970 18.6116 4.4806 61.6939 85.4754 0
## V3 823.2246 75.5846 35.3453 19.5759 184.3393 50.0272 0
## FMO9P|116123 FMOD|2331 FMR1NB|158521 FMR1|2332 FN1|2335 FN3KRP|79672
## V2 0.3447 442.5419 0.0000 1432.040 46116.73 1077.059
## V3 0.5438 886.3513 10.8755 1375.198 106743.34 1915.715
## FN3K|64122 FNBP1L|54874 FNBP1|23048 FNBP4|23360 FNDC1|84624 FNDC3A|22862
## V2 703.1040 2366.772 733.434 1367.262 793.4046 790.6473
## V3 751.4954 1930.397 2353.997 1359.435 1793.3660 638.9342
## FNDC3B|64778 FNDC4|64838 FNDC5|252995 FNDC7|163479 FNDC8|54752 FNIP1|96459
## V2 1257.660 31.7086 250.9116 0.0000 44.4610 1352.4412
## V3 1032.083 75.0408 14.6819 0.5438 31.5389 696.0305
## FNIP2|57600 FNTA|2339 FNTB|2342 FOLH1B|219595 FOLH1|2346 FOLR1|2348
## V2 377.0568 1229.053 615.8915 2.0680 20.3349 2.4126
## V3 297.9880 1782.491 651.5606 2.7189 109.8423 5.9815
## FOLR2|2350 FOLR3|2352 FOLR4|390243 FOSB|2354 FOSL1|8061 FOSL2|2355 FOS|2353
## V2 36.5338 1.0340 0.0000 25.5048 4.8252 2151.0157 223.3389
## V3 76.1283 1.0875 1.0875 203.9152 38.6079 940.7287 1464.3828
## FOXA1|3169 FOXA2|3170 FOXA3|3171 FOXB1|27023 FOXB2|442425 FOXC1|2296
## V2 5448.367 0.3447 1.3786 0.0000 0 19.6456
## V3 6049.483 0.0000 46.2208 0.5438 0 52.2023
## FOXC2|2303 FOXD1|2297 FOXD2|2306 FOXD3|27022 FOXD4L1|200350
## V2 9.6504 0.6893 32.0533 0.0000 15.1650
## V3 5.4377 189.7771 40.7830 2.1751 20.1196
## FOXD4L2|100036519 FOXD4L3|286380 FOXD4L5|653427 FOXD4L6|653404 FOXD4|2298
## V2 2.0680 0.0000 0.0000 2.0680 46.5289
## V3 7.6128 1.6313 1.6313 6.5253 15.2257
## FOXE1|2304 FOXE3|2301 FOXF1|2294 FOXF2|2295 FOXG1|2290 FOXH1|8928 FOXI1|2299
## V2 0 0.0000 14.8203 17.5776 6.2039 24.3053 719.6476
## V3 0 0.5438 14.6819 44.5895 0.0000 28.4176 0.5438
## FOXI2|399823 FOXI3|344167 FOXJ1|2302 FOXJ2|55810 FOXJ3|22887 FOXK1|221937
## V2 11.3737 1.3786 13.7864 1268.6891 1482.378 2003.5017
## V3 1.6313 0.0000 5.9815 646.0033 1205.003 563.3496
## FOXK2|3607 FOXL1|2300 FOXL2|668 FOXM1|2305 FOXN1|8456 FOXN2|3344 FOXN3|1112
## V2 2239.593 13.4417 0.0000 1313.953 9.3058 181.2905 360.5131
## V3 2134.856 15.2257 8.1566 1608.331 0.5438 347.4715 830.3426
## FOXN4|121643 FOXO1|2308 FOXO3B|2310 FOXO3|2309 FOXO4|4303 FOXP1|27086
## V2 0.6893 212.3098 509.4057 1003.302 572.8230 1403.106
## V3 0.5438 354.5405 760.1958 1698.206 239.8042 1299.619
## FOXP2|93986 FOXP3|50943 FOXP4|116113 FOXQ1|94234 FOXR1|283150 FOXR2|139628
## V2 1.3786 20.9484 1797.051 7.2378 0.6893 0
## V3 9.2442 281.9195 2364.872 14.6819 0.0000 0
## FOXRED1|55572 FOXRED2|80020 FOXS1|2307 FPGS|2356 FPGT|8790 FPR1|2357
## V2 251.2563 913.3459 83.7521 473.2166 857.1458 30.6746
## V3 354.5405 3114.1925 65.7966 736.8135 222.1805 88.0914
## FPR2|2358 FPR3|2359 FRAS1|80144 FRAT1|10023 FRAT2|23401 FREM1|158326
## V2 0.6893 116.8393 57.9027 186.8051 348.4501 1.7233
## V3 8.1566 401.8488 41.3268 165.3072 346.3839 11.4192
## FREM2|341640 FRG1B|284802 FRG1|2483 FRG2B|441581 FRG2C|100288801 FRG2|448831
## V2 13.4417 366.0277 317.4308 0.0000 0.0000 0
## V3 2.1751 159.3257 548.6678 0.5438 0.5438 0
## FRK|2444 FRMD1|79981 FRMD3|257019 FRMD4A|55691 FRMD4B|23150 FRMD5|84978
## V2 129.5917 0.0000 16.1990 524.3122 301.9211 2.0680
## V3 28.8200 6.5253 10.8755 638.4611 339.3148 10.3317
## FRMD6|122786 FRMD7|90167 FRMD8|83786 FRMPD1|22844 FRMPD2L1|728798
## V2 1148.403 2.7573 1259.039 49.6309 0
## V3 1232.191 0.0000 1228.929 21.2072 0
## FRMPD2|143162 FRMPD4|9758 FRRS1|391059 FRS2|10818 FRS3|10817 FRYL|285527
## V2 5.8592 0.6893 159.2324 14817.9167 161.645 1397.2469
## V3 0.5438 0.0000 171.8325 444.2632 165.851 767.8086
## FRY|10129 FRZB|2487 FSCB|84075 FSCN1|6624 FSCN2|25794 FSCN3|29999
## V2 1902.7097 263.6640 4.1359 627.6237 93.4025 0.3447
## V3 360.4785 90.8102 0.0000 1580.2066 50.0272 2.2132
## FSD1L|83856 FSD1|79187 FSD2|123722 FSHB|2488 FSHR|2492 FSIP1|161835
## V2 164.7469 1.0340 0.3447 0 0 717.2350
## V3 33.1702 6.5253 0.0000 0 0 3.2626
## FSTL1|11167 FSTL3|10272 FSTL4|23105 FSTL5|56884 FST|10468 FTCD|10841
## V2 2439.840 327.0812 291.2367 0.0000 7.5825 22.4028
## V3 4919.521 669.9293 95.7042 0.5438 143.0125 3.2626
## FTH1|2495 FTHL17|53940 FTHL3|2498 FTLP10|100130017 FTL|2512 FTMT|94033
## V2 40691.11 0 649.6819 0 26337.79 0
## V3 50870.03 0 682.4361 0 32803.15 0
## FTO|79068 FTSJ1|24140 FTSJ2|29960 FTSJ3|117246 FTSJD1|55783 FTSJD2|23070
## V2 9749.3641 766.1766 803.7444 1082.442 682.4245 1313.839
## V3 782.4905 1322.4579 1030.9951 14097.640 570.9625 1586.732
## FUBP1|8880 FUBP3|8939 FUCA1|2517 FUCA2|2519 FUK|197258 FUNDC1|139341
## V2 2122.754 926.7876 739.9825 563.1725 1102.5636 428.0663
## V3 1270.799 1625.8836 482.8711 1099.5106 607.3953 567.1561
## FUNDC2P2|388965 FUNDC2|65991 FURIN|5045 FUS|2521 FUT10|84750 FUT11|170384
## V2 1.7233 1163.8887 6392.387 5593.123 124.4218 164.0576
## V3 1.0875 597.0636 1006.525 4479.609 62.5340 141.3812
## FUT1|2523 FUT2|2524 FUT3|2525 FUT4|2526 FUT5|2527 FUT6|2528 FUT7|2529
## V2 108.9122 24.8154 8.9611 141.3101 3.1019 3.1019 9.1162
## V3 197.9337 290.3752 197.9337 163.1321 6.3404 23.9260 41.3268
## FUT8|2530 FUT9|10690 FUZ|80199 FXC1|26515 FXN|2395 FXR1|8087 FXR2|9513
## V2 751.2701 0 298.7641 969.5253 254.3582 1964.900 794.087
## V3 384.9864 0 620.0000 723.7629 117.4551 2419.793 1063.067
## FXYD1|5348 FXYD2|486 FXYD3|5349 FXYD4|53828 FXYD5|53827 FXYD6|53826
## V2 2.4126 0.3447 5573.823 0.0000 1437.9166 181.6352
## V3 6.5253 6.5253 4312.126 1.0875 960.3045 355.0843
## FXYD7|53822 FYB|2533 FYCO1|79443 FYN|2534 FYTTD1|84248 FZD10|11211 FZD1|8321
## V2 2.7573 163.3683 1542.348 246.7757 1957.662 42.0484 457.7069
## V3 5.4377 482.3274 1030.451 523.1104 1672.648 26.6449 1286.0250
## FZD2|2535 FZD3|7976 FZD4|8322 FZD5|7855 FZD6|8323 FZD7|8324 FZD8|8325
## V2 36.8785 268.4892 494.2408 91.6792 1418.6157 361.2024 175.7760
## V3 326.2643 257.2050 540.6743 51.6585 513.8662 366.5035 699.8369
## FZD9|8326 FZR1|51343 G0S2|50486 G2E3|55632 G3BP1|10146 G3BP2|9908
## V2 17.9223 1729.843 43.0824 372.5762 2279.9181 4854.520
## V3 0.5438 1876.563 126.6993 370.8537 996.1936 2178.358
## G6PC2|57818 G6PC3|92579 G6PC|2538 G6PD|2539 GAA|2548 GAB1|2549 GAB2|9846
## V2 0.0000 1805.323 0 1760.700 1149.437 584.1967 863.7150
## V3 1.6313 1215.334 0 1731.376 3303.970 558.9995 389.8858
## GAB3|139716 GAB4|128954 GABARAPL1|23710 GABARAPL2|11345 GABARAPL3|23766
## V2 42.7377 0.0000 433.2361 2086.564 1.0340
## V3 81.5661 18.4883 605.7640 1323.545 1.0875
## GABARAP|11337 GABBR1|2550 GABBR2|9568 GABPA|2551 GABPB1|2553 GABPB2|126626
## V2 3931.523 1116.6946 2.4126 973.0580 340.9089 391.8771
## V3 4520.935 680.8048 9.7879 403.7031 487.1343 125.6117
## GABRA1|2554 GABRA2|2555 GABRA3|2556 GABRA4|2557 GABRA5|2558 GABRA6|2559
## V2 0 0.6893 1.0340 0 0 0
## V3 0 0.0000 6.5253 0 0 0
## GABRB1|2560 GABRB2|2561 GABRB3|2562 GABRD|2563 GABRE|2564 GABRG1|2565
## V2 12.4077 1.3786 2.7573 162.6790 13.7864 3.7912
## V3 0.0000 5.9815 347.4715 92.9853 22.8385 0.0000
## GABRG2|2566 GABRG3|2567 GABRP|2568 GABRQ|55879 GABRR1|2569 GABRR2|2570
## V2 0.3447 0 0.6893 0.3447 0 2.7573
## V3 0.0000 0 30.4513 2.1751 0 16.3132
## GABRR3|200959 GAD1|2571 GAD2|2572 GADD45A|1647 GADD45B|4616 GADD45GIP1|90480
## V2 0 2.4126 0 369.8189 545.2503 626.5897
## V3 0 1.6313 0 320.2828 1522.0228 1328.9831
## GADD45G|10912 GADL1|339896 GAGE10|643832 GAGE12D|100132399 GAGE12F|100008586
## V2 88.9220 0.3447 1.0340 0.00 0.0000
## V3 573.1376 0.0000 20.1196 31071.73 2.4089
## GAGE12J|729396 GAGE13|645051 GAGE1|2543 GAGE2A|729447 GAGE2B|645037
## V2 0.0000 0.0000 0.000 0.000 0.0000
## V3 630.6634 203.9424 673.926 7826.297 507.5965
## GAGE2C|2574 GAGE2D|729408 GAGE2E|26749 GAGE4|2576 GAGE8|100101629 GAK|2580
## V2 0.0000 0.000 0.0000 0.3447 0.0000 1761.896
## V3 65.4214 5210.043 947.7705 2700.5818 635.4214 2567.156
## GAL3ST1|9514 GAL3ST2|64090 GAL3ST3|89792 GAL3ST4|79690 GALC|2581 GALE|2582
## V2 1.3786 3.1019 1.3786 224.0282 641.7547 944.0205
## V3 83.7412 190.3208 0.0000 249.0484 415.4432 1306.6884
## GALK1|2584 GALK2|2585 GALM|130589 GALNS|2588 GALNT10|55568 GALNT11|63917
## V2 482.1777 407.2247 174.3974 625.2111 1429.645 1928.022
## V3 1194.6710 328.3143 238.1729 661.2289 1395.323 1134.312
## GALNT12|79695 GALNT13|114805 GALNT14|79623 GALNT1|2589 GALNT2|2590
## V2 4.1359 21.3688 614.8713 2531.864 4664.268
## V3 247.4171 13.5943 332.2458 1383.904 1318.651
## GALNT3|2591 GALNT4|8693 GALNT5|11227 GALNT6|11226 GALNT7|51809 GALNT8|26290
## V2 419.4498 352.3723 5.1699 7075.501 7132.022 0.3447
## V3 1147.9065 149.5378 73.9532 6278.412 3524.198 1.6313
## GALNT9|50614 GALNTL1|57452 GALNTL2|117248 GALNTL4|374378 GALNTL5|168391
## V2 0.6893 319.8434 6.2039 146.480 0
## V3 0.5438 219.6846 108.7548 788.472 0
## GALNTL6|442117 GALP|85569 GALR1|2587 GALR2|8811 GALR3|8484 GALT|2592
## V2 7.5825 0 0 3.7912 2.068 147.5140
## V3 4.3502 0 0 1.6313 0.000 351.8216
## GAL|51083 GAMT|2593 GANAB|23193 GANC|2595 GAN|8139 GAP43|2596 GAPDHS|26330
## V2 0.6893 922.6517 24993.28 327.0812 49.9755 4.1359 2.5884
## V3 7.6128 1199.5650 12688.42 91.8978 96.2480 2.1751 1.1147
## GAPDH|2597 GAPT|202309 GAPVD1|26130 GAR1|54433 GARNL3|84253 GARS|2617
## V2 28979.60 47.2183 1400.004 274.0038 157.8537 1837.721
## V3 80417.07 28.8200 1324.089 280.5873 102.7732 2052.202
## GART|2618 GAS1|2619 GAS2L1|10634 GAS2L2|246176 GAS2L3|283431 GAS2|2620
## V2 2508.0822 61.0046 670.0168 6.2039 65.1405 12.4077
## V3 791.1909 513.3225 1514.4100 63.0778 84.2849 3.8064
## GAS5|60674 GAS6|2621 GAS7|8522 GAS8|2622 GAST|2520 GATA1|2623 GATA2|2624
## V2 995.7193 2411.578 583.5074 1562.387 0 2.7573 806.5016
## V3 821.0984 2466.558 398.0424 1079.478 0 0.0000 929.8532
## GATA3|2625 GATA4|2626 GATA5|140628 GATA6|2627 GATAD1|57798 GATAD2A|54815
## V2 14337.462 35.4999 2.068 36.8785 1250.0775 1852.197
## V3 7437.738 0.0000 4.894 188.1457 869.4943 2154.432
## GATAD2B|57459 GATC|283459 GATM|2628 GATSL1|389523 GATSL2|729438
## V2 1153.228 55.4901 247.8097 19.3009 1.3786
## V3 1281.675 49.4834 1632.4089 16.8570 1.0875
## GATSL3|652968 GATS|352954 GBA2|57704 GBA3|57733 GBAP1|2630 GBAS|2631
## V2 174.3974 160.0871 780.1559 0 549.3862 1794.639
## V3 250.1686 172.8439 899.7118 0 642.7406 1284.394
## GBA|2629 GBE1|2632 GBF1|8729 GBGT1|26301 GBP1|2633 GBP2|2634 GBP3|2635
## V2 1759.139 563.8618 2194.443 74.8358 152.6839 959.8714 722.7496
## V3 1860.794 455.6824 2385.536 69.6030 2543.7738 2518.6514 936.3785
## GBP4|115361 GBP5|115362 GBP6|163351 GBP7|388646 GBX1|2636 GBX2|2637
## V2 145.446 36.1892 1.7233 0.3481 0.3447 0.3447
## V3 1663.404 1852.6373 28.8200 1.7401 14.6819 2.1751
## GCAT|23464 GCA|25801 GCC1|79571 GCC2|9648 GCDH|2639 GCET2|257144 GCFC1|94104
## V2 255.0475 345.6928 1299.3638 945.7438 665.5362 97.1938 1082.5734
## V3 822.7297 439.3692 941.8162 1550.2991 511.6911 28.8200 547.5802
## GCGR|2642 GCG|2641 GCH1|2643 GCHFR|2644 GCKR|2646 GCK|2645 GCLC|2729
## V2 1.3786 0 300.5425 156.8198 0.0000 2.4126 578.6822
## V3 32.6264 0 553.0179 257.2050 1.6313 0.0000 903.2083
## GCLM|2730 GCM1|8521 GCM2|9247 GCN1L1|10985 GCNT1|2650 GCNT2|2651 GCNT3|9245
## V2 314.3288 3.1019 0 3183.958 297.7852 226.7855 12.4077
## V3 201.1963 54.9212 0 2522.567 236.5416 87.0038 10.3317
## GCNT4|51301 GCNT7|140687 GCOM1|145781 GCSH|2653 GC|2638 GDAP1L1|78997
## V2 32.7426 2.7573 28.3516 40.3251 0 65.1405
## V3 6.5253 0.0000 73.6868 38.0642 0 1.0875
## GDAP1|54332 GDAP2|54834 GDA|9615 GDE1|51573 GDEP|118425 GDF10|2662
## V2 942.9865 463.5661 0.3447 1516.843 0 4.4806
## V3 323.0016 160.9570 0.0000 2829.255 0 6.5253
## GDF11|10220 GDF15|9518 GDF1|2657 GDF2|2658 GDF3|9573 GDF5|8200 GDF6|392255
## V2 66.9293 203.3487 0.9788 0 3.1019 85.0997 5.8592
## V3 97.9554 351.2779 5.5411 0 2.7189 4.5840 14.6819
## GDF7|151449 GDF9|2661 GDI1|2664 GDI2|2665 GDNF|2668 GDPD1|284161 GDPD2|54857
## V2 0.3447 36.8785 5694.798 3708.184 0.0000 106.4996 4.1359
## V3 0.0000 38.6079 3818.923 3044.590 0.5438 117.4551 2.7189
## GDPD3|79153 GDPD4|220032 GDPD5|81544 GEFT|115557 GEMIN4|50628 GEMIN5|25929
## V2 32.1325 0.0000 545.9396 352.8962 869.9189 1055.3453
## V3 42.8820 1.0875 953.2355 319.9728 437.1941 369.2224
## GEMIN6|79833 GEMIN7|79760 GEMIN8P4|492303 GEMIN8|54960 GEM|2669 GEN1|348654
## V2 176.8100 311.5716 51.0095 850.9626 174.7420 382.5713
## V3 305.6009 574.2251 58.7276 274.0620 206.0903 452.9636
## GET4|51608 GFAP|2670 GFER|2671 GFI1B|8328 GFI1|2672 GFM1|85476 GFM2|84340
## V2 1002.2679 8.6165 680.7012 0.0000 2.4126 1841.857 1108.0781
## V3 684.6112 1.0875 781.4029 1.0875 55.4649 1351.278 426.8624
## GFOD1|54438 GFOD2|81577 GFPT1|2673 GFPT2|9945 GFRA1|2674 GFRA2|2675
## V2 45.1503 1243.5290 3528.617 123.0432 1847.7159 9.6504
## V3 11.9630 719.4127 4189.777 278.4122 44.5895 3.8064
## GFRA3|2676 GFRA4|64096 GFRAL|389400 GGA1|26088 GGA2|23062 GGA3|23163
## V2 2.0680 0 0.6893 1137.719 3216.012 1107.389
## V3 16.3132 0 0.0000 1446.982 2195.215 1312.126
## GGCT|79017 GGCX|2677 GGH|8836 GGNBP1|449520 GGNBP2|79893 GGN|199720
## V2 970.9039 874.3994 688.9730 1.034 1915.269 10.3398
## V3 1884.1762 1017.9445 981.5117 0.000 1333.877 13.5943
## GGPS1|9453 GGT1|2678 GGT3P|2679 GGT5|2687 GGT6|124975 GGT7|2686 GGT8P|645367
## V2 1012.263 1418.2711 73.4123 447.3672 3.1019 780.9969 5.8592
## V3 1287.113 255.0299 20.1196 848.8309 405.1115 659.5976 1.6313
## GGTA1|2681 GGTLC1|92086 GGTLC2|91227 GH1|2688 GH2|2689 GHDC|84514
## V2 26.5387 12.7524 157.8537 0.000 0.0000 1396.9022
## V3 110.9299 4.3502 40.2393 45.677 3.8064 659.5976
## GHITM|27069 GHRHR|2692 GHRH|2691 GHRLOS|100126793 GHRL|51738 GHR|2690
## V2 3268.744 0.6893 0 7.5825 4.4806 40.6697
## V3 3072.322 0.0000 0 12.5068 8.7004 35.8891
## GHSR|2693 GIF|2694 GIGYF1|64599 GIGYF2|26058 GIMAP1|170575 GIMAP2|26157
## V2 0 0 2328.860 2427.432 49.9755 252.2903
## V3 0 0 1981.512 1781.403 152.2567 286.5688
## GIMAP4|55303 GIMAP5|55340 GIMAP6|474344 GIMAP7|168537 GIMAP8|155038
## V2 241.2612 114.0821 187.1497 72.7230 135.4509
## V3 553.5617 416.5307 391.5171 287.6563 191.4084
## GIN1|54826 GINS1|9837 GINS2|51659 GINS3|64785 GINS4|84296 GIPC1|10755
## V2 191.9750 508.7164 1606.110 283.3096 193.6983 1552.688
## V3 70.6906 737.3573 1120.718 185.9706 222.9473 3454.595
## GIPC2|54810 GIPC3|126326 GIPR|2696 GIP|2695 GIT1|28964 GIT2|9815 GIYD2|79008
## V2 5.5145 94.0919 19.3009 0.6893 2030.730 846.1374 699.4161
## V3 5.9815 123.9804 53.2898 0.0000 4498.097 1015.2257 448.4285
## GJA10|84694 GJA1|2697 GJA3|2700 GJA4|2701 GJA5|2702 GJA8|2703 GJA9|81025
## V2 0 450.8137 9.3058 193.6983 180.2566 0 14.1310
## V3 0 1108.2110 1.6313 212.6156 202.8276 0 7.0691
## GJB1|2705 GJB2|2706 GJB3|2707 GJB4|127534 GJB5|2709 GJB6|10804 GJB7|375519
## V2 863.3703 299.8532 3.4776 1.7233 5.1699 0 0
## V3 12.5068 562.8059 12.5068 1.6313 16.3132 0 0
## GJC1|10052 GJC2|57165 GJC3|349149 GJD2|57369 GJD3|125111 GJD4|219770
## V2 164.4023 33.7766 14.1310 0 108.4366 0.6893
## V3 233.8227 22.8385 22.8385 0 72.0228 0.0000
## GK2|2712 GK3P|2713 GK5|256356 GKAP1|80318 GKN1|56287 GKN2|200504 GK|2710
## V2 0 31.7086 942.2972 101.3297 0 0 221.6156
## V3 0 44.5895 1229.4725 119.6302 0 0 363.2409
## GLA|2717 GLB1L2|89944 GLB1L3|112937 GLB1L|79411 GLB1|2720 GLCCI1|113263
## V2 1260.7620 1092.2238 0.0000 247.8097 1083.263 283.3096
## V3 383.3605 146.2751 1.0875 290.3752 1648.722 510.6036
## GLCE|26035 GLDC|2731 GLDN|342035 GLE1|2733 GLG1|2734 GLI1|2735 GLI2|2736
## V2 1423.4409 2.0680 68.2424 1188.384 4413.356 7.9272 52.3881
## V3 705.8184 8.7004 27.7325 1998.369 4117.455 11.9630 46.7645
## GLI3|2737 GLI4|2738 GLIPR1L1|256710 GLIPR1L2|144321 GLIPR1|11010
## V2 1864.9489 126.0555 0 9.9951 175.3210
## V3 427.4062 203.1213 0 14.1381 367.9554
## GLIPR2|152007 GLIS1|148979 GLIS2|84662 GLIS3|169792 GLMN|11146 GLO1|2739
## V2 135.1063 3.4466 397.3916 85.8200 249.1883 3406.263
## V3 593.2572 2.7189 823.8173 150.0816 53.8336 2578.032
## GLOD4|51031 GLOD5|392465 GLP1R|2740 GLP2R|9340 GLRA1|2741 GLRA2|2742
## V2 819.254 15.8543 1.0340 3.4466 0.6893 13.7864
## V3 1029.908 17.4008 0.5438 0.0000 0.0000 0.0000
## GLRA3|8001 GLRA4|441509 GLRB|2743 GLRX2|51022 GLRX3|10539 GLRX5|51218
## V2 83.0628 0 730.6767 114.7714 715.1671 465.9787
## V3 1.6313 0 93.5291 141.3812 561.1746 948.3415
## GLRX|2745 GLS2|27165 GLS|2744 GLT1D1|144423 GLT25D1|79709 GLT25D2|23127
## V2 245.7417 3.7912 1193.8982 1.0340 2965.789 2.7573
## V3 243.6107 226.2099 799.8912 5.4377 3066.340 7.6128
## GLT6D1|360203 GLT8D1|55830 GLT8D2|83468 GLTPD1|80772 GLTPD2|388323
## V2 0 1002.1162 90.9899 878.8800 0.0000
## V3 0 771.7401 284.3937 400.2175 3.8064
## GLTP|51228 GLTSCR1|29998 GLTSCR2|29997 GLUD1|2746 GLUD2|2747 GLUL|2752
## V2 621.0752 533.8765 3881.892 2206.506 293.3047 9514.651
## V3 1063.6215 740.6199 4216.422 2916.803 255.0299 10767.265
## GLYATL1|92292 GLYATL2|219970 GLYATL3|389396 GLYAT|10249 GLYCAM1|644076
## V2 18.6116 15.5096 0.0000 0.3447 0
## V3 7.6128 4.8940 1.0875 3.8064 0
## GLYCTK|132158 GLYR1|84656 GM2A|2760 GMCL1L|64396 GMCL1|64395 GMDS|2762
## V2 76.1696 2823.790 1913.890 1.7233 336.7317 414.6246
## V3 55.4649 2075.041 1680.261 2.7189 278.4122 431.7564
## GMEB1|10691 GMEB2|26205 GMFB|2764 GMFG|9535 GMIP|51291 GML|2765 GMNN|51053
## V2 172.6741 1608.523 1266.966 92.0239 737.2252 0 219.2030
## V3 113.1049 1153.888 1058.184 239.8042 650.8972 0 401.3051
## GMPPA|29926 GMPPB|29925 GMPR2|51292 GMPR|2766 GMPS|8833 GNA11|2767
## V2 653.4731 451.1584 946.0885 63.4172 1447.222 1056.7239
## V3 1473.6270 505.1659 1030.9951 239.8042 1464.383 791.1909
## GNA12|2768 GNA13|10672 GNA14|9630 GNA15|2769 GNAI1|2770 GNAI2|2771
## V2 1310.048 2478.786 84.0968 273.3144 66.1745 3718.179
## V3 1517.673 6504.078 228.3850 110.9299 79.3910 6659.054
## GNAI3|2773 GNAL|2774 GNAO1|2775 GNAQ|2776 GNASAS|149775 GNAS|2778 GNAT1|2779
## V2 2217.535 24.4708 50.6648 1283.854 0.3447 32162.53 0
## V3 1685.155 11.4192 75.5846 1543.230 0.0000 47812.40 0
## GNAT2|2780 GNAT3|346562 GNAZ|2781 GNB1L|54584 GNB1|2782 GNB2L1|10399
## V2 1.7233 0 446.3332 78.2961 12002.054 16871.05
## V3 1.6313 0 134.3121 125.4160 4921.697 13138.12
## GNB2|2783 GNB3|2784 GNB4|59345 GNB5|10681 GNE|10020 GNG10|2790 GNG11|2791
## V2 6176.286 17.6638 2670.072 575.9249 755.8368 256.4262 218.8584
## V3 10378.467 31.0984 2039.152 472.5394 398.5862 379.5541 333.8771
## GNG12|55970 GNG13|51764 GNG2|54331 GNG3|2785 GNG4|2786 GNG5|2787 GNG7|2788
## V2 2705.9164 1.7233 135.4509 88.9220 3240.827 1073.957 425.3090
## V3 839.5867 1.0875 221.8597 10.3317 1556.281 822.186 83.1974
## GNG8|94235 GNGT1|2792 GNGT2|2793 GNL1|2794 GNL2|29889 GNL3L|54552 GNL3|26354
## V2 0 0.0000 12.0631 1334.030 1388.63 1265.9319 1342.7908
## V3 0 8.7004 29.9076 1172.692 1106.58 990.2121 941.8162
## GNLY|10578 GNMT|27232 GNPAT|8443 GNPDA1|10007 GNPDA2|132789 GNPNAT1|64841
## V2 8.2718 4.8252 1497.887 1015.710 196.8002 1210.786
## V3 133.2246 48.3959 1650.353 742.795 239.8042 1643.828
## GNPTAB|79158 GNPTG|84572 GNRH1|2796 GNRH2|2797 GNRHR2|114814 GNRHR|2798
## V2 751.0116 1585.741 27.5727 1.3786 769.4508 24.1261
## V3 959.7607 1163.616 43.5019 0.0000 620.1523 1.6313
## GNS|2799 GOLGA1|2800 GOLGA2B|55592 GOLGA2P3|401634 GOLGA2|2801 GOLGA3|2802
## V2 30779.411 892.6663 473.2166 0 2146.535 2594.936
## V3 4734.095 1387.7107 439.9130 0 4357.259 2919.521
## GOLGA4|2803 GOLGA5|9950 GOLGA6A|342096 GOLGA6B|55889 GOLGA6C|653641
## V2 2652.839 1249.044 8.6165 21.7135 4.4806
## V3 3199.565 1530.179 1.0875 8.7004 1.0875
## GOLGA6D|653643 GOLGA6L10|647042 GOLGA6L1|283767 GOLGA6L5|374650
## V2 0 175.4313 0 88.2327
## V3 0 139.2061 0 46.2208
## GOLGA6L6|727832 GOLGA6L9|440295 GOLGA7B|401647 GOLGA7|51125 GOLGA8A|23015
## V2 0 176.4653 311.9162 983.6563 3130.5361
## V3 0 164.7635 371.3159 1073.4095 443.7194
## GOLGA8B|440270 GOLGA8C|729786 GOLGA8DP|100132979 GOLGA8E|390535
## V2 1699.8573 0 0.3447 0
## V3 112.0174 0 0.0000 0
## GOLGA8F|100132565 GOLGA8G|283768 GOLGA9P|283796 GOLGB1|2804 GOLIM4|27333
## V2 0 0 1.3786 7579.737 613.1480
## V3 0 0 0.0000 4524.198 476.8896
## GOLM1|51280 GOLPH3L|55204 GOLPH3|64083 GOLT1A|127845 GOLT1B|51026
## V2 2252.001 3685.781 2900.993 117.1840 817.8754
## V3 3926.590 988.037 2941.816 168.0261 547.0364
## GON4L|54856 GOPC|57120 GORAB|92344 GORASP1|64689 GORASP2|26003 GOSR1|9527
## V2 2027.138 428.3730 111.6695 987.7922 1772.236 1660.5662
## V3 1177.292 631.3214 286.0250 1478.5209 3005.438 833.6052
## GOSR2|9570 GOT1L1|137362 GOT1|2805 GOT2|2806 GP1BA|2811 GP2|2813 GP5|2814
## V2 903.3508 0 586.9540 2997.842 39.9804 150.6159 0.6893
## V3 429.5813 0 796.6286 3517.673 67.9717 5.9815 0.0000
## GP6|51206 GP9|2815 GPA33|10223 GPAA1|8733 GPAM|57678 GPAT2|150763
## V2 16.8883 0 1.3786 3589.277 420.4838 20.3349
## V3 119.0865 0 9.7879 3984.774 290.3752 20.1196
## GPATCH1|55094 GPATCH2|55105 GPATCH3|63906 GPATCH4|54865 GPATCH8|23131
## V2 323.9793 438.0614 422.2071 1351.4072 1828.4151
## V3 370.3100 277.8684 279.4997 750.9516 981.5117
## GPBAR1|151306 GPBP1L1|60313 GPBP1|65056 GPC1|2817 GPC2|221914 GPC3|2719
## V2 7.2378 2693.853 2355.398 1475.829 10.6844 1831.8616
## V3 19.5759 1837.955 2828.711 1909.190 225.6661 164.2197
## GPC4|2239 GPC5|2262 GPC6|10082 GPCPD1|56261 GPD1L|23171 GPD1|2819 GPD2|2820
## V2 218.1690 0.3447 11.0291 856.1325 574.8909 35.8445 3799.863
## V3 227.2974 0.5438 308.8635 959.7607 1601.9576 168.5699 2004.894
## GPER|2852 GPHA2|170589 GPHB5|122876 GPHN|10243 GPIHBP1|338328 GPI|2821
## V2 544.2163 0.6893 0 524.5707 11.0291 6112.869
## V3 19.5759 17.4008 0 90.8102 29.9076 8361.610
## GPKOW|27238 GPLD1|2822 GPM6A|2823 GPM6B|2824 GPN1|11321 GPN2|54707
## V2 512.8523 13.7864 55.1454 43.0824 563.8618 301.2318
## V3 1031.5389 2.1751 9.2442 58.1838 979.3366 242.5231
## GPN3|51184 GPNMB|10457 GPR101|83550 GPR107|57720 GPR108|56927 GPR109A|338442
## V2 252.2903 1854.954 0 3424.530 1380.014 7.5825
## V3 362.6971 4354.541 0 2564.437 1199.021 132.6808
## GPR109B|8843 GPR110|266977 GPR111|222611 GPR112|139378 GPR113|165082
## V2 5.8592 0.000 0.3447 0 5.8902
## V3 41.3268 1238.173 0.0000 0 5.4541
## GPR114|221188 GPR115|221393 GPR116|221395 GPR119|139760 GPR120|338557
## V2 264.0087 27.5727 442.1973 0 6.8932
## V3 32.6264 1.6313 481.7836 0 11.4192
## GPR123|84435 GPR124|25960 GPR125|166647 GPR126|57211 GPR128|84873 GPR12|2835
## V2 1.3786 758.5941 536.9784 21.3688 0 0.6893
## V3 0.0000 864.6003 246.8733 355.0843 0 0.5438
## GPR132|29933 GPR133|283383 GPR135|64582 GPR137B|7107 GPR137C|283554
## V2 28.6067 11.7184 30.6746 242.6398 61.3493
## V3 116.3676 199.0212 7.0691 473.6270 81.0223
## GPR137|56834 GPR139|124274 GPR141|353345 GPR142|350383 GPR143|4935
## V2 613.0343 19.9902 3.7912 0.0000 120.2859
## V3 695.9761 0.0000 1.0875 0.5438 78.3034
## GPR144|347088 GPR146|115330 GPR148|344561 GPR149|344758 GPR150|285601
## V2 0 69.6211 0.3447 0 0.3447
## V3 0 71.7781 0.5438 0 1.6313
## GPR151|134391 GPR152|390212 GPR153|387509 GPR155|151556 GPR156|165829
## V2 0 46.2877 211.2759 144.7567 1.3786
## V3 0 0.7450 145.7314 159.3257 19.5759
## GPR157|80045 GPR158|57512 GPR15|2838 GPR160|26996 GPR161|23432 GPR162|27239
## V2 135.7956 229.9943 0.0000 1347.616 30.6746 8.6165
## V3 87.0038 40.7830 1.0875 3778.140 57.0962 23.9260
## GPR171|29909 GPR172A|79581 GPR172B|55065 GPR173|54328 GPR174|84636
## V2 1.0340 1279.239 0.6893 47.9076 3.4466
## V3 30.4513 2485.965 19.5759 13.5943 16.3132
## GPR176|11245 GPR179|440435 GPR17|2840 GPR180|160897 GPR182|11318 GPR183|1880
## V2 52.7328 11.0291 3.7912 286.0668 7.5825 17.5776
## V3 47.8521 191.9521 7.0691 270.7993 3.2626 135.9434
## GPR18|2841 GPR19|2842 GPR1|2825 GPR20|2843 GPR21|2844 GPR22|2845 GPR25|2848
## V2 9.3058 3.1019 8.6165 0.6893 2.7573 0.3447 0.0000
## V3 29.3638 103.8608 22.8385 2.1751 2.7243 0.5438 6.5253
## GPR26|2849 GPR27|2850 GPR31|2853 GPR32|2854 GPR34|2857 GPR35|2859
## V2 29.6407 62.5866 0.6893 0 64.7959 11.0291
## V3 6.5253 5.9815 1.6313 0 41.3268 56.0087
## GPR37L1|9283 GPR37|2861 GPR39|2863 GPR3|2827 GPR44|11251 GPR45|11250
## V2 7.5825 14.1310 219.3443 33.4319 7.5997 1.0340
## V3 38.0642 231.6476 321.8325 15.7694 22.3165 5.9815
## GPR4|2828 GPR50|9248 GPR52|9293 GPR55|9290 GPR56|9289 GPR61|83873
## V2 100.6404 0.3447 0.0000 2.0680 3617.884 2.0680
## V3 182.7080 0.0000 2.1751 13.5943 6294.182 3.2626
## GPR62|118442 GPR63|81491 GPR64|10149 GPR65|8477 GPR68|8111 GPR6|2830
## V2 15.8543 3.4466 9.9951 33.7766 440.8186 2.4126
## V3 51.6585 1.0875 7.6128 85.9163 220.2284 0.0000
## GPR75|10936 GPR77|27202 GPR78|27201 GPR81|27198 GPR82|27197 GPR83|10888
## V2 46.8736 349.1394 0 244.0150 6.2039 5.5145
## V3 23.9260 3.8064 0 327.6074 1.6313 50.0272
## GPR84|53831 GPR85|54329 GPR87|53836 GPR88|54112 GPR89A|653519 GPR89B|51463
## V2 10.6844 7.5825 0.3447 4.1359 671.0507 50.6648
## V3 34.2577 22.2947 2.1751 1.0875 598.1512 4.8940
## GPR89C|728932 GPR97|222487 GPR98|84059 GPRASP1|9737 GPRASP2|114928
## V2 145.7907 3.4466 487.0029 176.8100 382.5713
## V3 19.0321 26.1011 1240.3480 98.9668 99.5106
## GPRC5A|9052 GPRC5B|51704 GPRC5C|55890 GPRC5D|55507 GPRC6A|222545
## V2 937.472 209.2079 1644.367 15.8543 0
## V3 1303.426 735.7259 2907.559 1.6313 0
## GPRIN1|114787 GPRIN2|9721 GPRIN3|285513 GPS1|2873 GPS2|2874 GPSM1|26086
## V2 587.6433 36.5338 211.6205 1949.390 896.9332 703.1040
## V3 513.3225 7.6128 89.7227 5013.051 1181.5334 893.9641
## GPSM2|29899 GPSM3|63940 GPT2|84706 GPT|2875 GPX1|2876 GPX2|2877 GPX3|2878
## V2 847.2265 157.5091 630.381 422.5517 3157.764 4.1359 414.9692
## V3 563.7792 579.6629 1171.289 29.3638 5105.492 271.8869 1266.9929
## GPX4|2879 GPX5|2880 GPX6|257202 GPX7|2882 GPX8|493869 GRAMD1A|57655
## V2 3687.160 0 0 201.9701 219.8923 3585.141
## V3 4775.965 0 0 158.7819 451.3322 1038.608
## GRAMD1B|57476 GRAMD1C|54762 GRAMD2|196996 GRAMD3|65983 GRAMD4|23151
## V2 32.7426 612.4587 6.2039 341.9016 1187.350
## V3 24.4698 165.8510 359.4345 303.4258 1098.967
## GRAP2|9402 GRAPL|400581 GRAP|10750 GRASP|160622 GRB10|2887 GRB14|2888
## V2 4.8252 1.0340 106.8442 74.7910 1130.4809 4.8252
## V3 61.4464 1.4138 148.4502 97.8793 549.2115 2.7189
## GRB2|2885 GRB7|2886 GREB1L|80000 GREB1|9687 GREM1|26585 GREM2|64388
## V2 3576.869 807.8803 422.2071 8789.4893 506.9931 7.2378
## V3 3971.724 26621.6259 165.3072 123.9804 1275.6879 4.8940
## GRHL1|29841 GRHL2|79977 GRHL3|57822 GRHPR|9380 GRIA1|2890 GRIA2|2891
## V2 74.4429 2571.499 7.9272 1114.627 86.5094 79.6162
## V3 852.5829 2563.893 28.2762 1438.825 0.5438 1.6313
## GRIA3|2892 GRIA4|2893 GRID1|2894 GRID2IP|392862 GRID2|2895 GRIK1|2897
## V2 169.9168 1.7233 31.364 27.5727 27.5727 0.3447
## V3 8.7004 1.6313 33.714 65.2529 0.0000 0.5438
## GRIK2|2898 GRIK3|2899 GRIK4|2900 GRIK5|2901 GRIN1|2902 GRIN2A|2903
## V2 5.5145 933.6807 99.9511 82.7181 16.1990 3.1019
## V3 6.5253 40.7830 0.0000 135.3997 851.5498 3.8064
## GRIN2B|2904 GRIN2C|2905 GRIN2D|2906 GRIN3A|116443 GRIN3B|116444 GRINA|2907
## V2 0 1774.3036 21.0242 20.3349 0.3688 4681.501
## V3 0 687.8738 31.5389 20.6634 6.3839 10413.812
## GRINL1A|81488 GRIP1|23426 GRIP2|80852 GRIPAP1|56850 GRK1|6011 GRK4|2868
## V2 791.5917 283.6542 2.0680 1646.780 1.7233 59.2813
## V3 1230.8265 135.9434 9.7879 2544.861 0.5438 42.4144
## GRK5|2869 GRK6|2870 GRK7|131890 GRLF1|2909 GRM1|2911 GRM2|2912 GRM3|2913
## V2 124.4218 856.1325 0.3447 4162.100 2.0680 12.7524 0.6893
## V3 207.1778 1042.4144 15.7694 2786.297 0.5438 4.3502 6.5253
## GRM4|2914 GRM5|2915 GRM6|2916 GRM7|2917 GRM8|2918 GRN|2896 GRPEL1|80273
## V2 20.3349 1.3786 1.0340 0.6893 10.3398 11480.241 526.2940
## V3 871.1256 0.5438 5.4377 0.5438 7.6128 6797.172 570.4187
## GRPEL2|134266 GRPR|2925 GRP|2922 GRRP1|79927 GRSF1|2926 GRTP1|79774
## V2 625.9004 584.1967 27.2280 27.9174 1800.842 237.8146
## V3 218.0533 2.7189 9.2442 28.8200 1294.182 439.9130
## GRWD1|83743 GRXCR1|389207 GRXCR2|643226 GSC2|2928 GSC|145258 GSDMA|284110
## V2 1134.961 0 0 0 46.8736 3.1019
## V3 1084.285 0 0 0 167.4823 10.8755
## GSDMB|55876 GSDMC|56169 GSDMD|79792 GSG1L|146395 GSG1|83445 GSG2|83903
## V2 171.2954 7.5825 890.5984 0.6893 0.3447 72.0337
## V3 3008.1566 60.3589 3171.8325 1.6313 0.0000 87.0038
## GSK3A|2931 GSK3B|2932 GSN|2934 GSPT1|2935 GSPT2|23708 GSR|2936 GSS|2937
## V2 2420.539 2002.812 3535.855 4745.952 77.2036 1492.373 1625.066
## V3 2829.255 2271.343 7766.177 3119.086 50.0272 1021.751 1765.090
## GSTA1|2938 GSTA2|2939 GSTA3|2940 GSTA4|2941 GSTA5|221357 GSTCD|79807
## V2 0.6893 0.0000 1.0340 264.6980 0 602.1190
## V3 58.7276 3.2626 9.2442 46.7645 0 258.2926
## GSTK1|373156 GSTM1|2944 GSTM2P1|442245 GSTM2|2946 GSTM3|2947 GSTM4|2948
## V2 4703.214 1824.968 3.4466 1476.1737 966.7680 408.7654
## V3 1666.123 91.354 0.0000 138.1185 506.7972 201.1963
## GSTM5|2949 GSTO1|9446 GSTO2|119391 GSTP1|2950 GSTT1|2952 GSTT2|2953
## V2 19.3009 729.2981 476.3185 392.9111 0.0000 33.4319
## V3 23.3823 1078.8472 208.8091 993.4747 753.6705 313.7575
## GSTTP1|25774 GSTTP2|653399 GSTZ1|2954 GSX1|219409 GSX2|170825 GTDC1|79712
## V2 0 0 376.0228 0 0 184.3925
## V3 0 0 779.2278 0 0 317.5639
## GTF2A1L|11036 GTF2A1|2957 GTF2A2|2958 GTF2B|2959 GTF2E1|2960 GTF2E2|2961
## V2 2.4505 274.5621 735.5019 532.8425 258.4941 555.9347
## V3 0.5438 153.0451 1280.5873 357.2594 483.9587 728.6569
## GTF2F1|2962 GTF2F2|2963 GTF2H1|2965 GTF2H2B|653238 GTF2H2C|728340
## V2 2098.628 286.7561 876.4674 65.8298 383.2606
## V3 2654.704 252.8548 557.9119 2804.7852 5319.1952
## GTF2H2|2966 GTF2H3|2967 GTF2H4|2968 GTF2H5|404672 GTF2IP1|2970 GTF2IRD1|9569
## V2 67.5531 188.1837 598.6138 351.8967 5220.203 788.5794
## V3 434.4753 162.5884 418.8091 324.0892 5587.276 1073.4095
## GTF2IRD2B|389524 GTF2IRD2P1|401375 GTF2IRD2|84163 GTF2I|2969 GTF3A|2971
## V2 227.1302 319.4987 450.1244 2923.052 1471.349
## V3 95.1604 274.6058 373.0288 2400.761 1964.655
## GTF3C1|2975 GTF3C2|2976 GTF3C3|9330 GTF3C4|9329 GTF3C5|9328 GTF3C6|112495
## V2 3741.961 1283.165 555.5900 519.4008 953.671 281.2416
## V3 3800.979 2124.459 457.8575 599.2387 2632.409 458.4013
## GTPBP10|85865 GTPBP1|9567 GTPBP2|54676 GTPBP3|84705 GTPBP4|23560
## V2 368.0956 1047.418 1486.169 803.3997 890.2537
## V3 292.2512 1256.118 1251.767 721.5878 931.4845
## GTPBP5|26164 GTPBP8|29083 GTSE1|51512 GTSF1L|149699 GTSF1|121355 GUCA1A|2978
## V2 1864.6042 101.3297 317.0861 0 0.3447 1.0340
## V3 849.9184 106.5797 528.5481 0 0.5438 10.8755
## GUCA1B|2979 GUCA1C|9626 GUCA2A|2980 GUCA2B|2981 GUCY1A2|2977 GUCY1A3|2982
## V2 8.6165 0 0.3447 0 28.6067 448.4011
## V3 117.9989 0 0.0000 0 18.4883 1852.0935
## GUCY1B2|2974 GUCY1B3|2983 GUCY2C|2984 GUCY2D|3000 GUCY2E|390226 GUCY2F|2986
## V2 31.7086 154.7518 1.3786 13.0970 0 0
## V3 47.3083 227.2974 2.1751 10.3317 0 0
## GUCY2GP|390003 GUF1|60558 GUK1|2987 GULP1|51454 GUSBL1|387036 GUSBL2|375513
## V2 0 320.5327 2362.292 19.6456 180.6012 189.2177
## V3 0 482.8711 4028.276 65.7966 178.3578 103.3170
## GUSBP1|728411 GUSBP3|653188 GUSB|2990 GVIN1|387751 GXYLT1|283464
## V2 139.9315 304.3337 3630.636 24.4708 674.1527
## V3 130.5057 238.7167 1621.533 102.2295 367.5911
## GXYLT2|727936 GYG1|2992 GYG2|8908 GYLTL1B|120071 GYPA|2993 GYPB|2994
## V2 40.6697 1354.854 13.0970 448.7458 0 0
## V3 75.5846 1121.805 314.3013 382.2730 0 0
## GYPC|2995 GYPE|2996 GYS1|2997 GYS2|2998 GZF1|64412 GZMA|3001 GZMB|3002
## V2 168.1935 2.0680 2100.695 0.0000 1089.8112 9.9951 0.6893
## V3 334.9647 2.7189 1814.573 0.5438 609.0266 172.3763 126.1555
## GZMH|2999 GZMK|3003 GZMM|3004 H19|283120 H1F0|3005 H1FNT|341567 H1FOO|132243
## V2 3.1019 12.0631 4.8252 567.3084 6105.976 1.0340 0
## V3 59.8151 237.0854 73.4095 2404.5677 6975.530 1.0875 0
## H1FX|8971 H2AFB1|474382 H2AFJ|55766 H2AFV|94239 H2AFX|3014 H2AFY2|55506
## V2 3732.655 3.4466 2997.153 4838.665 958.8408 462.8768
## V3 7442.088 1.6313 4072.866 3778.684 1198.4774 598.1512
## H2AFY|9555 H2AFZ|3015 H2BFM|286436 H2BFWT|158983 H2BFXP|767811 H3F3A|3020
## V2 5628.585 3661.311 0 0 1.7233 4109.712
## V3 4328.668 6138.662 0 0 3.8064 3090.810
## H3F3B|3021 H3F3C|440093 H6PD|9563 HAAO|23498 HABP2|3026 HABP4|22927
## V2 10691.66 260.2174 3299.7636 23.4368 0.3447 162.3343
## V3 17705.82 421.4247 965.7423 70.6906 1.0875 218.5971
## HACE1|57531 HACL1|26061 HADHA|3030 HADHB|3032 HADH|3033 HAGHL|84264
## V2 163.3683 174.0527 2990.260 1698.479 1312.805 140.6208
## V3 154.4318 233.8227 5007.613 2572.050 1135.400 321.3703
## HAGH|3029 HAL|3034 HAMP|57817 HAND1|9421 HAND2|9464 HAO1|54363 HAO2|51179
## V2 1088.088 1.3786 41.7037 0 4.4806 0 1.7233
## V3 1427.406 0.0000 19.0321 0 26.6449 0 0.0000
## HAP1|9001 HAPLN1|1404 HAPLN2|60484 HAPLN3|145864 HAPLN4|404037 HAR1A|768096
## V2 4.8252 43.7717 8.9611 83.7521 1.3786 831.6238
## V3 11.4192 21.2072 2.1751 688.9614 3.8064 160.4133
## HAR1B|768097 HARBI1|283254 HARS2|23438 HARS|3035 HAS1|3036 HAS2AS|594842
## V2 151.3431 103.053 884.7392 1210.786 1.3786 1.4993
## V3 15.7694 86.460 876.0196 1087.548 1.0875 2.8657
## HAS2|3037 HAS3|3038 HAT1|8520 HAUS1|115106 HAUS2|55142 HAUS3|79441
## V2 20.9036 59.2813 836.8316 662.7789 576.9589 465.5031
## V3 27.5856 64.7091 1053.2898 196.8461 250.6797 220.6145
## HAUS4|54930 HAUS5|23354 HAUS6|54801 HAUS7|55559 HAUS8|93323 HAVCR1|26762
## V2 733.434 467.0127 408.4207 259.8728 126.1451 0
## V3 1268.081 678.6297 245.7858 253.8445 331.7020 0
## HAVCR2|84868 HAX1|10456 HBA1|3039 HBA2|3040 HBBP1|3044 HBB|3043 HBD|3045
## V2 149.9266 2330.238 0 191.2856 0 110.2908 2.0680
## V3 275.6933 1724.851 0 109.2985 0 74.4970 0.5438
## HBE1|3046 HBEGF|1839 HBG1|3047 HBG2|3048 HBII-52-24|100036563
## V2 0.0000 242.2952 0.3447 0.0000 0
## V3 3.2626 87.5476 0.5438 0.5438 0
## HBII-52-27|100036564 HBII-52-28|100036565 HBII-52-45|100036566
## V2 0 0 0
## V3 0 0 0
## HBII-52-46|100036567 HBM|3042 HBP1|26959 HBQ1|3049 HBS1L|10767 HBXIP|10542
## V2 0 0 2118.021 0.0000 445.6439 1188.7283
## V3 0 0 1909.598 47.3083 594.3448 708.5372
## HBZ|3050 HCCS|3052 HCFC1R1|54985 HCFC1|3054 HCFC2|29915 HCG11|493812
## V2 1.034 546.9736 814.1324 3798.140 261.2514 461.4982
## V3 0.000 689.5052 1414.0239 2296.901 278.9560 145.7314
## HCG18|414777 HCG22|285834 HCG26|352961 HCG27|253018 HCG2P7|80867
## V2 796.3721 1.034 45.8396 35.4999 6.6278
## V3 436.3839 0.000 114.7363 56.5525 1.8869
## HCG4P6|80868 HCG4|54435 HCG9|10255 HCK|3055 HCLS1|3059 HCN1|348980 HCN2|610
## V2 13.4693 239.5827 0.3447 147.5140 305.3677 1.3786 236.7806
## V3 13.6378 17.8902 0.0000 346.9277 1003.2626 1.6313 16.8570
## HCN3|57657 HCN4|10021 HCP5|10866 HCRTR1|3061 HCRTR2|3062 HCRT|3060
## V2 241.5610 2.7573 489.4155 1.0340 0.3447 0.6893
## V3 343.9206 0.5438 1157.6944 1.0875 0.0000 0.5438
## HCST|10870 HDAC10|83933 HDAC11|79885 HDAC1|3065 HDAC2|3066 HDAC3|8841
## V2 24.8154 1088.4360 930.9235 2304.044 858.5451 1243.1844
## V3 220.2284 672.8385 1825.4486 1667.754 1157.6944 762.3709
## HDAC4|9759 HDAC5|10014 HDAC6|10013 HDAC7|51564 HDAC8|55869 HDAC9|9734
## V2 398.4256 2212.3650 2000.400 2261.996 619.6966 96.5045
## V3 181.6204 864.0566 2603.589 1539.967 178.9016 617.1833
## HDC|3067 HDDC2|51020 HDDC3|374659 HDGFL1|154150 HDGFRP2|84717 HDGFRP3|50810
## V2 18.2669 259.8728 401.8722 2.4126 1409.999 1289.7133
## V3 9.7879 412.7243 734.6384 0.0000 2138.662 812.9418
## HDGF|3068 HDHD1A|8226 HDHD2|84064 HDHD3|81932 HDLBP|3069 HDX|139324
## V2 6151.126 421.1731 813.3948 456.3283 11176.94 25.1601
## V3 7358.347 601.9576 308.8635 1314.3013 16463.30 33.1702
## HEATR1|55127 HEATR2|54919 HEATR3|55027 HEATR4|399671 HEATR5A|25938
## V2 1270.4124 1256.971 587.6433 57.0307 721.5605
## V3 662.8603 1217.509 426.8624 115.0897 895.8510
## HEATR5B|54497 HEATR6|63897 HEATR7A|727957 HEATR7B2|133558 HEBP1|50865
## V2 1201.4807 570.4104 1247.665 0.3447 1342.1015
## V3 935.8347 1017.4008 1315.389 0.0000 835.7803
## HEBP2|23593 HECA|51696 HECTD1|25831 HECTD2|143279 HECTD3|79654 HECW1|23072
## V2 365.6830 451.8477 3533.098 398.4256 1941.463 43.4270
## V3 760.7395 747.6890 2215.878 200.6525 1405.655 8.1566
## HECW2|57520 HEG1|57493 HELB|92797 HELLS|3070 HELQ|113510 HELT|391723
## V2 214.3778 851.3073 96.8491 68.2424 148.548 0
## V3 111.4736 939.6411 15.7694 151.1691 115.280 0
## HELZ|9931 HEMGN|55363 HEMK1|51409 HEPACAM2|253012 HEPACAM|220296
## V2 1774.993 0.0000 773.7591 91.6792 0.0000
## V3 6562.806 1.0875 448.0696 10.3317 1.3812
## HEPHL1|341208 HEPH|9843 HEPN1|641654 HERC1|8925 HERC2P2|400322
## V2 1.0443 221.6156 0.3447 2932.702 1807.3909
## V3 21.6476 427.9500 2.4252 2252.855 508.4285
## HERC2P4|440362 HERC2|8924 HERC3|8916 HERC4|26091 HERC5|51191 HERC6|55008
## V2 0.6893 2986.4687 588.6773 773.0697 98.9171 129.2471
## V3 40.2393 647.6346 384.9918 552.4742 101.6857 260.4676
## HERPUD1|9709 HERPUD2|64224 HES1|3280 HES2|54626 HES3|390992 HES4|57801
## V2 2349.195 674.1527 287.4455 7.2378 0 65.4852
## V3 3976.618 624.7961 2056.5525 8.7004 0 210.4405
## HES5|388585 HES6|55502 HES7|84667 HESRG|790952 HESX1|8820 HEXA|3073
## V2 14.4757 178.5333 0.6893 1.034 12.0631 2408.366
## V3 2.1751 1485.5900 2.1751 0.000 8.1566 1793.317
## HEXB|3074 HEXDC|284004 HEXIM1|10614 HEXIM2|124790 HEY1|23462 HEY2|23493
## V2 2359.317 588.3602 1280.408 236.6186 447.0225 45.4950
## V3 1776.509 548.2436 1495.922 221.0875 175.6389 42.9581
## HEYL|26508 HFE2|148738 HFE|3077 HFM1|164045 HGC6.3|100128124 HGD|3081
## V2 468.0467 0 122.0092 2.4126 0 5.5145
## V3 378.4666 0 165.3072 0.0000 0 295.8129
## HGFAC|3083 HGF|3082 HGSNAT|138050 HGS|9146 HHATL|57467 HHAT|55733 HHEX|3087
## V2 4.8252 18.6116 3217.735 2215.812 0 324.3240 97.1938
## V3 9.7879 15.2257 1934.203 3753.671 0 282.2186 89.7227
## HHIPL1|84439 HHIPL2|79802 HHIP|64399 HHLA1|10086 HHLA2|11148 HHLA3|11147
## V2 137.8635 15.1650 3.1019 0 1.034 130.9704
## V3 166.3948 324.0892 1.0875 0 0.000 112.0174
## HIAT1|64645 HIATL1|84641 HIATL2|84278 HIBADH|11112 HIBCH|26275 HIC1|3090
## V2 1408.9653 970.2146 28.2620 989.1708 500.7893 111.6695
## V3 694.9429 1736.2697 13.5943 1196.3023 227.2974 257.2050
## HIC2|23119 HIF1AN|55662 HIF1A|3091 HIF3A|64344 HIGD1A|25994 HIGD1B|51751
## V2 125.1112 1294.8832 498.032 4.1359 1680.9011 15.5096
## V3 149.5378 931.4845 2227.297 0.5438 616.0957 6.6449
## HIGD1C|613227 HIGD2A|192286 HIGD2B|123346 HILS1|373861 HINFP|25988
## V2 0 756.5261 2.4126 0.0000 261.5960
## V3 0 1009.7879 4.8940 1.0875 281.6748
## HINT1|3094 HINT2|84681 HINT3|135114 HIP1R|9026 HIP1|3092 HIPK1|204851
## V2 2513.941 324.6686 546.6289 831.6617 2976.474 2524.281
## V3 2331.702 766.7210 514.4100 2740.6199 1245.242 1143.013
## HIPK2|28996 HIPK3|10114 HIPK4|147746 HIRA|7290 HIRIP3|8479 HIST1H1A|3024
## V2 3251.5113 1277.6503 3.7912 749.4089 786.5114 0
## V3 810.2229 388.7983 3.8064 677.0582 1435.5628 0
## HIST1H1B|3009 HIST1H1C|3006 HIST1H1D|3007 HIST1H1E|3008 HIST1H1T|3010
## V2 2.0680 3298.385 81.6841 9.6504 8.6165
## V3 38.0642 9723.219 102.7732 14.6819 5.9815
## HIST1H2AA|221613 HIST1H2AB|8335 HIST1H2AC|8334 HIST1H2AD|3013 HIST1H2AE|3012
## V2 0 0.3447 7342.611 18.2118 95.4705
## V3 0 2.7189 3148.994 5.8728 1076.6721
## HIST1H2AG|8969 HIST1H2AH|85235 HIST1H2AJ|8331 HIST1H2AK|8330 HIST1H2AL|8332
## V2 35.4999 1.3786 4.8252 21.3688 3.4466
## V3 51.6585 3.2626 9.2442 20.1196 14.1381
## HIST1H2AM|8336 HIST1H2BA|255626 HIST1H2BB|3018 HIST1H2BC|8347 HIST1H2BD|3017
## V2 42.7377 0 0.3447 644.8567 3204.293
## V3 172.3763 0 0.0000 965.1985 5401.849
## HIST1H2BE|8344 HIST1H2BF|8343 HIST1H2BG|8339 HIST1H2BH|8345 HIST1H2BI|8346
## V2 27.2280 22.7475 94.0919 46.1843 0.3447
## V3 22.2947 59.8151 427.4062 69.0593 3.2626
## HIST1H2BJ|8970 HIST1H2BK|85236 HIST1H2BL|8340 HIST1H2BM|8342 HIST1H2BN|8341
## V2 94.7812 3046.784 3.7912 1.3786 25.1601
## V3 257.2050 3634.040 19.5759 0.5438 35.8891
## HIST1H2BO|8348 HIST1H3A|8350 HIST1H3B|8358 HIST1H3C|8352 HIST1H3D|8351
## V2 12.4077 0.3447 2.7573 0.3447 247.8648
## V3 22.2947 2.1751 22.2947 8.1566 98.5318
## HIST1H3E|8353 HIST1H3F|8968 HIST1H3G|8355 HIST1H3H|8357 HIST1H3I|8354
## V2 262.6300 3.7912 23.0921 299.1639 0.0000
## V3 510.0598 6.5253 99.5106 252.3110 0.5438
## HIST1H3J|8356 HIST1H4A|8359 HIST1H4B|8366 HIST1H4C|8364 HIST1H4D|8360
## V2 10.6844 0.0000 0.000 0.6893 8.9611
## V3 7.0691 0.5438 4.894 0.5438 7.0691
## HIST1H4E|8367 HIST1H4F|8361 HIST1H4G|8369 HIST1H4H|8365 HIST1H4I|8294
## V2 18.6116 0.3447 0.3447 663.8129 18.2669
## V3 21.7510 0.5438 0.0000 717.7814 9.2442
## HIST1H4J|8363 HIST1H4K|8362 HIST1H4L|8368 HIST2H2AA3|8337 HIST2H2AB|317772
## V2 64.1065 0.6893 0 1390.698 2.4126
## V3 152.2567 2.1751 0 10594.888 3.8064
## HIST2H2AC|8338 HIST2H2BA|337875 HIST2H2BE|8349 HIST2H2BF|440689
## V2 2.7573 26.8834 2563.572 322.5455
## V3 69.0593 78.8472 9485.590 534.3828
## HIST2H3C|126961 HIST2H3D|653604 HIST2H4A|8370 HIST3H2A|92815
## V2 47.9076 14.1310 1674.697 251.2563
## V3 106.5797 28.2762 2204.459 454.0511
## HIST3H2BB|128312 HIST3H3|8290 HIST4H4|121504 HIVEP1|3096 HIVEP2|3097
## V2 18.6116 0.3447 82.3735 437.3720 333.9744
## V3 70.6906 2.7189 71.7781 632.4089 720.5003
## HIVEP3|59269 HJURP|55355 HK1|3098 HK2|3099 HK3|3101 HKDC1|80201 HKR1|284459
## V2 693.4536 345.3481 3192.230 1003.646 22.4028 0.0000 1439.9846
## V3 154.4318 679.1735 3847.743 4512.779 128.8744 0.5438 923.8717
## HLA-A|3105 HLA-B|3106 HLA-C|3107 HLA-DMA|3108 HLA-DMB|3109 HLA-DOA|3111
## V2 3645.708 10408.16 12977.97 320.5327 382.9160 216.4457
## V3 30149.989 30362.02 19627.65 1067.4279 979.8804 755.8456
## HLA-DOB|3112 HLA-DPA1|3113 HLA-DPB1|3115 HLA-DPB2|3116 HLA-DQA1|3117
## V2 19.3043 2153.473 1314.139 1.3786 694.4875
## V3 44.8613 5800.435 4330.614 14.1381 2056.5525
## HLA-DQA2|3118 HLA-DQB1|3119 HLA-DQB2|3120 HLA-DRA|3122 HLA-DRB1|3123
## V2 111.3248 946.7778 56.1794 3523.447 1896.864
## V3 424.6873 1352.9092 157.6944 13037.520 4467.064
## HLA-DRB5|3127 HLA-DRB6|3128 HLA-E|3133 HLA-F|3134 HLA-G|3135 HLA-H|3136
## V2 974.6951 23.2300 2424.330 608.8226 45.4191 693.7982
## V3 650.8972 330.6525 7774.334 1916.7591 174.4589 4213.7031
## HLA-J|3137 HLA-L|3139 HLCS|3141 HLF|3131 HLTF|6596 HLX|3142 HM13|81502
## V2 2.1438 36.1892 2690.751 69.6211 2943.386 82.0288 6590.035
## V3 5.5302 58.1838 262.099 153.8880 2529.636 111.4736 4738.434
## HMBOX1|79618 HMBS|3145 HMCN1|83872 HMG20A|10363 HMG20B|10362 HMGA1|3159
## V2 121.3199 257.8048 104.4316 966.0787 1661.255 2796.875
## V3 90.2664 350.1903 510.6036 744.4263 4629.690 4800.277
## HMGA2|8091 HMGB1|3146 HMGB2|3148 HMGB3L1|128872 HMGB3|3149 HMGB4|127540
## V2 2.0680 3451.758 1892.522 0 1354.854 0
## V3 5.9815 3154.976 3151.169 0 2651.985 0
## HMGCLL1|54511 HMGCL|3155 HMGCR|3156 HMGCS1|3157 HMGCS2|3158 HMGN1|3150
## V2 253.6689 495.2747 1631.2702 1256.971 1.7233 4558.802
## V3 0.0000 655.2474 997.2811 1629.146 70.6906 2016.857
## HMGN2|3151 HMGN3|9324 HMGN4|10473 HMGN5|79366 HMGXB3|22993 HMGXB4|10042
## V2 8138.084 361.5264 1595.4257 106.5099 1224.9175 639.3421
## V3 6172.376 595.9326 785.7531 41.8706 921.6966 851.0060
## HMHA1|23526 HMHB1|57824 HMMR|3161 HMOX1|3162 HMOX2|3163 HMP19|51617
## V2 539.7357 0 263.2676 374.6441 1046.384 993.6514
## V3 1404.5677 0 214.7417 1359.9782 1269.168 3.8064
## HMSD|284293 HMX1|3166 HMX2|3167 HMX3|340784 HN1L|90861 HN1|51155 HNF1A|6927
## V2 2.0680 0.6893 0.0000 0 5251.859 1692.275 25.8494
## V3 1.6313 1.0875 20.6634 0 4561.707 3158.238 25.0136
## HNF1B|6928 HNF4A|3172 HNF4G|3174 HNMT|3176 HNRNPA0|10949 HNRNPA1L2|144983
## V2 0 2.7573 0.0000 706.5506 3569.976 1823.935
## V3 0 1.6313 38.6079 280.0435 2301.794 1585.644
## HNRNPA1|3178 HNRNPA2B1|3181 HNRNPA3P1|10151 HNRNPA3|220988 HNRNPAB|3182
## V2 5094.057 17797.49 70.6551 4890.709 3702.670
## V3 4238.717 24454.59 53.8336 4749.320 3952.023
## HNRNPCL1|343069 HNRNPC|3183 HNRNPD|3184 HNRNPF|3185 HNRNPH1|3187
## V2 0 8914.945 2769.678 4796.586 5270.867
## V3 0 7610.114 3206.634 3672.795 7321.914
## HNRNPH2|3188 HNRNPH3|3189 HNRNPK|3190 HNRNPL|3191 HNRNPM|4670 HNRNPR|10236
## V2 3353.1857 2177.899 11268.62 4860.034 4677.020 4309.614
## V3 934.7471 2173.464 12666.67 5781.403 4492.115 2899.402
## HNRNPUL1|11100 HNRNPUL2|221092 HNRNPU|3192 HNRPDL|9987 HNRPLL|92906
## V2 7075.501 5958.927 11268.62 3971.504 522.8474
## V3 9628.603 4234.801 11189.78 3576.944 599.7825
## HOMER1|9456 HOMER2|9455 HOMER3|9454 HOMEZ|57594 HOOK1|51361 HOOK2|29911
## V2 85.4754 965.7340 561.1046 306.7498 1190.4516 1538.902
## V3 157.6944 73.4095 1060.3589 609.6357 569.8749 1446.982
## HOOK3|84376 HOPX|84525 HORMAD1|84072 HORMAD2|150280 HOTAIR|100124700
## V2 805.4677 342.9355 0.0000 0 22.4028
## V3 1193.0397 91.8978 1.0875 0 122.8929
## HOXA10|3206 HOXA11AS|221883 HOXA11|3207 HOXA13|3209 HOXA1|3198 HOXA2|3199
## V2 24.4708 1.7233 3.7912 1.7233 5.8592 3.4466
## V3 73.4095 5.4377 19.5759 0.5438 22.2947 5.9815
## HOXA3|3200 HOXA4|3201 HOXA5|3202 HOXA6|3203 HOXA7|3204 HOXA9|3205
## V2 7.9272 7.9168 6.8932 2.4126 20.6795 10.3398
## V3 67.4279 16.8570 27.1887 5.9815 27.9065 19.5759
## HOXB13|10481 HOXB1|3211 HOXB2|3212 HOXB3|3213 HOXB4|3214 HOXB5|3215
## V2 2.7573 0.0000 1072.923 1345.893 287.4455 633.1383
## V3 1.6313 10.8755 4541.055 1998.912 134.8559 353.4530
## HOXB6|3216 HOXB7|3217 HOXB8|3218 HOXB9|3219 HOXC10|3226 HOXC11|3227
## V2 906.108 540.0804 599.7064 80.9948 1118.073 97.1938
## V3 2106.036 1368.6786 337.1397 87.0038 1749.864 426.3187
## HOXC12|3228 HOXC13|3229 HOXC4|3221 HOXC5|3222 HOXC6|3223 HOXC8|3224
## V2 17.2329 157.5091 230.0804 53.9426 225.3827 82.3735
## V3 72.8657 237.6291 194.0294 64.9538 300.5601 165.3072
## HOXC9|3225 HOXD10|3236 HOXD11|3237 HOXD12|3238 HOXD13|3239 HOXD1|3231
## V2 233.3340 3.4466 0.0000 0 0.3447 29.2960
## V3 234.3665 38.6079 7.0691 0 3.2626 67.4279
## HOXD3|3232 HOXD4|3233 HOXD8|3234 HOXD9|3235 HP1BP3|50809 HPCAL1|3241
## V2 9.6504 23.0921 156.8198 48.9416 4325.124 521.1241
## V3 15.7694 11.9630 56.5525 125.6117 3243.067 1278.9560
## HPCAL4|51440 HPCA|3208 HPDL|84842 HPD|3242 HPGDS|27306 HPGD|3248 HPN|3249
## V2 4.1359 10.6844 45.4950 0.6893 18.9562 5.8592 3000.5963
## V3 10.8755 4.3502 28.2762 5.4377 8.7004 54.3774 3.8064
## HPRT1|3251 HPR|3250 HPS1|3257 HPS3|84343 HPS4|89781 HPS5|11234 HPS6|79803
## V2 719.3030 1.3786 789.9580 1957.938 1209.0631 444.6099 685.1817
## V3 357.2594 0.5438 885.8075 1086.933 965.1985 641.6531 505.7096
## HPSE2|60495 HPSE|10855 HPVC1|3262 HPX|3263 HPYR1|93668 HP|3240 HRASLS2|54979
## V2 0 17.5776 0 74.1016 0 5.1699 9.6504
## V3 0 13.5943 0 506.7972 0 4.3502 476.3458
## HRASLS5|117245 HRASLS|57110 HRAS|3265 HRCT1|646962 HRC|3270 HRG|3273
## V2 340.8676 37.5678 793.7493 3.1019 7.2378 0.0000
## V3 25.0136 70.6906 1957.0419 9.2442 7.6128 5.4377
## HRH1|3269 HRH2|3274 HRH3|11255 HRH4|59340 HRK|8739 HRNBP3|146713 HRNR|388697
## V2 67.8978 24.4708 2.7573 0.6893 0 0.6893 5.5145
## V3 355.0843 10.3317 4.8940 2.7189 0 7.0691 1.6313
## HRSP12|10247 HR|55806 HS1BP3|64342 HS2ST1|9653 HS3ST1|9957 HS3ST2|9956
## V2 201.2808 223.6836 803.7444 1018.1222 35.4999 9.3058
## V3 425.2311 39.6955 1662.3165 536.9657 164.7635 9.7879
## HS3ST3A1|9955 HS3ST3B1|9953 HS3ST4|9951 HS3ST5|222537 HS3ST6|64711
## V2 26.5387 4.4806 0.0000 0.0000 12.4077
## V3 64.7091 14.6819 4.3502 0.5438 6.5253
## HS6ST1|9394 HS6ST2|90161 HS6ST3|266722 HSBP1L1|440498 HSBP1|3281 HSCB|150274
## V2 2060.0258 58.2473 363.6151 126.1451 4261.706 189.2177
## V3 895.5954 1.6313 22.2947 85.3725 3582.925 437.7379
## HSD11B1L|374875 HSD11B1|3290 HSD11B2|3291 HSD17B10|3028 HSD17B11|51170
## V2 183.0138 12.4077 1021.9134 2257.171 100.2957
## V3 121.2616 59.8151 220.7722 3249.048 198.4774
## HSD17B12|51144 HSD17B13|345275 HSD17B14|51171 HSD17B1|3292 HSD17B2|3294
## V2 1388.6304 0.3447 196.4555 122.5297 0.000
## V3 570.4187 2.7189 197.3899 27.5258 555.193
## HSD17B3|3293 HSD17B4|3295 HSD17B6|8630 HSD17B7P2|158160 HSD17B7|51478
## V2 0.6893 4112.124 60.6600 16.8883 185.4264
## V3 10.3317 1419.250 128.3306 52.2023 411.6368
## HSD17B8|7923 HSD3B1|3283 HSD3B2|3284 HSD3B7|80270 HSDL1|83693 HSDL2|84263
## V2 289.1688 0 0.6893 1769.134 962.2874 633.8276
## V3 615.0082 0 2.1751 1581.838 774.3339 1091.3540
## HSF1|3297 HSF2BP|11077 HSF2|3298 HSF4|3299 HSF5|124535 HSFX1|51402
## V2 1603.660 37.9125 198.1788 630.0260 0.0000 0
## V3 2769.146 64.1653 262.0990 531.6748 2.7189 0
## HSFX2|100130086 HSFY2|159119 HSFYL1|27437 HSH2D|84941 HSN2|378465
## V2 99.2617 0 0 253.3242 26.8834
## V3 32.6264 0 0 161.5008 6.5253
## HSP90AA1|3320 HSP90AB1|3326 HSP90AB2P|391634 HSP90AB4P|664618 HSP90B1|7184
## V2 21447.08 42837.64 112.3588 0.3447 17573.12
## V3 31403.48 30249.05 89.7227 0.5438 10648.18
## HSP90B3P|343477 HSPA12A|259217 HSPA12B|116835 HSPA13|6782 HSPA14|51182
## V2 5.8592 564.8958 79.2715 736.5359 415.3139
## V3 2.7189 373.5726 183.2518 384.9918 364.8722
## HSPA1A|3303 HSPA1B|3304 HSPA1L|3305 HSPA2|3306 HSPA4L|22824 HSPA4|3308
## V2 17311.89 2583.218 95.1258 723.7835 134.7616 2725.907
## V3 29699.23 2701.468 355.0843 3227.2974 203.3714 1485.590
## HSPA5|3309 HSPA6|3310 HSPA7|3311 HSPA8|3312 HSPA9|3313 HSPB11|51668
## V2 19475.29 188.5284 109.9462 28959.27 8804.999 598.3277
## V3 10467.10 103.3170 75.0408 13543.77 4715.606 246.3295
## HSPB1|3315 HSPB2|3316 HSPB3|8988 HSPB6|126393 HSPB7|27129 HSPB8|26353
## V2 8531.34 16.8400 0.0000 74.4463 30.3300 1442.3972
## V3 17356.72 49.4345 0.5438 156.6069 26.1011 144.6438
## HSPB9|94086 HSPBAP1|79663 HSPBP1|23640 HSPC072|29075 HSPC157|29092
## V2 69.9657 147.1693 743.7737 0.4170 237.1253
## V3 19.0321 97.3355 1692.7678 0.6145 219.1408
## HSPC159|29094 HSPD1|3329 HSPE1|3336 HSPG2|3339 HSPH1|10808 HTATIP2|10553
## V2 64.1065 6483.736 1223.525 10042.500 2997.842 1028.807
## V3 292.0065 7806.960 2262.643 7211.631 1908.102 1585.644
## HTATSF1|27336 HTA|283902 HTN1|3346 HTN3|3347 HTR1A|3350 HTR1B|3351
## V2 2523.592 0.0000 0 0 0 2.4126
## V3 1457.858 1.0875 0 0 0 0.5438
## HTR1D|3352 HTR1E|3354 HTR1F|3355 HTR2A|3356 HTR2B|3357 HTR2C|3358 HTR3A|3359
## V2 7.5825 4.1359 487.6922 0.0000 17.9223 0 3.1019
## V3 40.2393 0.0000 4.3502 0.5438 15.2257 0 163.6759
## HTR3B|9177 HTR3C|170572 HTR3D|200909 HTR3E|285242 HTR4|3360 HTR5A|3361
## V2 0 0.3447 0 0.0000 0.3447 0
## V3 0 0.0000 0 0.5438 1.0875 0
## HTR6|3362 HTR7P1|93164 HTR7|3363 HTRA1|5654 HTRA2|27429 HTRA3|94031
## V2 0.6893 215.0671 9.9951 2307.836 366.5274 1226.296
## V3 0.5438 60.3589 10.8755 4851.550 1094.7036 1012.507
## HTRA4|203100 HTT|3064 HULC|728655 HUNK|30811 HUS1B|135458 HUS1|3364
## V2 2.7573 3553.777 0.3447 75.1356 0.6893 278.8290
## V3 21.7510 1444.807 1.0875 305.0571 2.7189 202.8276
## HUWE1|10075 HVCN1|84329 HYAL1|3373 HYAL2|8692 HYAL3|8372 HYAL4|23553
## V2 10789.89 70.338 18.9562 1199.068 218.6274 0.6893
## V3 10607.40 103.366 30.4513 1059.271 222.9962 0.5438
## HYALP1|26062 HYDIN|54768 HYI|81888 HYLS1|219844 HYMAI|57061 HYOU1|10525
## V2 0.0000 77.2036 182.1212 300.5425 0 6267.965
## V3 0.5438 16.3132 504.2306 110.3861 0 1922.784
## IAH1|285148 IAPP|3375 IARS2|55699 IARS|3376 IBSP|3381 IBTK|25998
## V2 537.3231 0 3937.382 2128.613 173.0187 781.3415
## V3 694.3991 0 4098.423 2485.046 26.6449 660.6852
## ICA1L|130026 ICA1|3382 ICAM1|3383 ICAM2|3384 ICAM3|3385 ICAM4|3386
## V2 285.0328 1109.801 456.3283 105.2726 332.5958 1.7233
## V3 94.0729 2160.413 1417.6183 223.1104 594.3448 3.2626
## ICAM5|7087 ICK|22858 ICMT|23463 ICOSLG|23308 ICOS|29851 ICT1|3396 ID1|3397
## V2 2.0680 712.4098 3424.1854 174.7420 1.3786 445.6439 235.402
## V3 6.5253 817.2920 918.9777 150.6253 48.3959 563.3496 216.422
## ID2B|84099 ID2|3398 ID3|3399 ID4|3400 IDE|3416 IDH1|3417 IDH2|3418
## V2 1.3786 541.1144 620.7305 36.8785 556.6240 1190.452 4022.169
## V3 1.6313 1430.1251 856.9875 166.3948 339.3148 1980.968 7441.544
## IDH3A|3419 IDH3B|3420 IDH3G|3421 IDI1|3422 IDI2|91734 IDO1|3620 IDO2|169355
## V2 1276.616 1289.024 851.9966 797.5888 41.0144 4.8252 0.0000
## V3 1343.665 2337.684 1125.0680 1109.5595 36.4328 1010.8755 10.3317
## IDS|3423 IDUA|3425 IER2|9592 IER3IP1|51124 IER3|8870 IER5L|389792 IER5|51278
## V2 4985.962 474.3987 1737.77 1215.2670 3562.394 402.9062 528.3620
## V3 2330.141 284.6819 3283.85 527.4606 2026.101 2415.9869 953.7792
## IFFO1|25900 IFFO2|126917 IFI16|3428 IFI27L1|122509 IFI27L2|83982 IFI27|3429
## V2 94.0919 1173.5633 437.372 62.7279 201.2808 197.8342
## V3 233.8227 303.9695 1350.734 109.2985 259.9239 1595.9761
## IFI30|10437 IFI35|3430 IFI44L|10964 IFI44|10561 IFI6|2537 IFIH1|64135
## V2 1090.438 396.0130 179.2226 116.4947 2164.113 380.8480
## V3 5225.351 754.2142 525.8293 345.8401 2953.235 591.0821
## IFIT1B|439996 IFIT1|3434 IFIT2|3433 IFIT3|3437 IFIT5|24138 IFITM1|8519
## V2 0.0000 340.8676 240.5719 292.2707 508.7164 318.4648
## V3 0.5438 399.6737 296.3567 784.1218 248.5046 2002.1751
## IFITM2|10581 IFITM3|10410 IFITM4P|340198 IFITM5|387733 IFLTD1|160492
## V2 369.8189 2066.230 0 19.9902 0.0000
## V3 2811.3105 6619.358 0 64.1653 1.0875
## IFNA10|3446 IFNA13|3447 IFNA14|3448 IFNA16|3449 IFNA17|3451 IFNA1|3439
## V2 0 0.0000 0 0 0 0
## V3 0 0.5438 0 0 0 0
## IFNA21|3452 IFNA2|3440 IFNA4|3441 IFNA5|3442 IFNA6|3443 IFNA7|3444
## V2 0.0000 0 0 0 0 0
## V3 0.5438 0 0 0 0 0
## IFNA8|3445 IFNAR1|3454 IFNAR2|3455 IFNB1|3456 IFNE|338376 IFNGR1|3459
## V2 0 2237.525 355.1330 0 0 485.9689
## V3 0 1215.878 268.3143 0 0 489.9402
## IFNGR2|3460 IFNG|3458 IFNK|56832 IFNW1|3467 IFRD1|3475 IFRD2|7866
## V2 1400.694 0.3447 0 0 646.9246 828.4151
## V3 1979.320 20.1196 0 0 484.5024 919.3747
## IFT122|55764 IFT140|9742 IFT172|26160 IFT20|90410 IFT27|11020 IFT46|56912
## V2 950.569 1285.5774 695.8662 344.4313 473.2166 823.3899
## V3 2233.823 795.5411 502.4470 683.9043 827.0799 274.0620
## IFT52|51098 IFT57|55081 IFT74|80173 IFT80|57560 IFT81|28981 IFT88|8100
## V2 562.1385 733.0893 372.2729 583.5694 400.4936 451.1584
## V3 673.1920 188.1457 210.7395 829.2007 377.3790 163.6759
## IGBP1|3476 IGDCC3|9543 IGDCC4|57722 IGF1R|3480 IGF1|3479 IGF2AS|51214
## V2 1383.4605 1.3786 39.2911 18753.92 129.9364 0
## V3 655.2474 181.6204 76.6721 1053.29 131.0495 0
## IGF2BP1|10642 IGF2BP2|10644 IGF2BP3|10643 IGF2R|3482 IGF2|3481 IGFALS|3483
## V2 3.1019 19.6456 5.5145 1871.153 333.9468 379.1247
## V3 54.9212 266.4492 10.8755 2671.017 958.6732 10.8755
## IGFBP1|3484 IGFBP2|3485 IGFBP3|3486 IGFBP4|3487 IGFBP5|3488 IGFBP6|3489
## V2 0 2499.8104 577.3035 27185.309 13583.349 113.0481
## V3 0 787.9282 2343.6650 6442.632 5431.756 114.1925
## IGFBP7|3490 IGFBPL1|347252 IGFL1|374918 IGFL2|147920 IGFL3|388555
## V2 4214.488 1.0340 0.3447 20.6795 2.4126
## V3 4949.973 27.1887 0.5438 79.3910 17.4008
## IGFL4|444882 IGFN1|91156 IGHMBP2|3508 IGJ|3512 IGLL1|3543 IGLL3|91353
## V2 0.0000 4.1359 587.2986 740.3272 0.0000 0
## V3 1.0875 5.4377 393.6922 2080.4785 2.7189 0
## IGLON5|402665 IGSF10|285313 IGSF11|152404 IGSF1|3547 IGSF21|84966
## V2 4.1359 13.0970 0.0000 150.2712 10.3398
## V3 4.8940 54.3774 263.7303 7.0691 16.3132
## IGSF22|283284 IGSF3|3321 IGSF5|150084 IGSF6|10261 IGSF8|93185 IGSF9B|22997
## V2 43.8785 3201.191 15.5096 69.9657 3704.738 218.8584
## V3 56.1881 2123.437 11.4192 118.5427 2953.235 2.7189
## IGSF9|57549 IHH|3549 IKBIP|121457 IKBKAP|8518 IKBKB|3551 IKBKE|9641
## V2 877.1567 0.0000 171.6401 1263.864 2243.384 285.0328
## V3 954.3230 0.5438 336.5960 1623.165 1835.236 215.8782
## IKBKG|8517 IKZF1|10320 IKZF2|22807 IKZF3|22806 IKZF4|64375 IKZF5|64376
## V2 695.6835 73.7570 71.689 13.0970 148.8926 562.1385
## V3 386.0794 344.7526 2534.530 300.7069 171.2887 267.5367
## IK|3550 IL10RA|3587 IL10RB|3588 IL10|3586 IL11RA|3590 IL11|3589 IL12A|3592
## V2 1686.416 162.3343 783.0648 3.1019 191.6303 70.9997 2.7573
## V3 1511.691 617.7270 816.0359 11.4192 244.1544 46.2208 19.0321
## IL12B|3593 IL12RB1|3594 IL12RB2|3595 IL13RA1|3597 IL13RA2|3598 IL13|3596
## V2 0.6893 14.1310 46.5289 4520.20 0.0000 0.0000
## V3 8.7004 102.7732 31.5389 3419.25 3.8064 1.0875
## IL15RA|3601 IL15|3600 IL16|3603 IL17A|3605 IL17B|27190 IL17C|27189
## V2 44.4610 15.5096 301.2318 0 0.3447 0.3447
## V3 250.1359 71.7781 505.1659 0 2.7189 0.5438
## IL17D|53342 IL17F|112744 IL17RA|23765 IL17RB|55540 IL17RC|84818 IL17RD|54756
## V2 13.4038 0 274.0038 325.0133 572.823 209.5526
## V3 9.9565 0 284.9375 396.9549 1040.783 90.2664
## IL17REL|400935 IL17RE|132014 IL18BP|10068 IL18R1|8809 IL18RAP|8807 IL18|3606
## V2 13.0970 26.5387 236.9598 13.0970 2.7573 39.2911
## V3 7.0691 495.3779 531.4791 37.5204 19.5759 200.1088
## IL19|29949 IL1A|3552 IL1B|3553 IL1F10|84639 IL1F5|26525 IL1F6|27179
## V2 0.6893 4.4806 42.0484 0 0.0000 0
## V3 0.0000 2.1751 23.9260 0 0.5438 0
## IL1F7|27178 IL1F8|27177 IL1F9|56300 IL1R1|3554 IL1R2|7850 IL1RAPL1|11141
## V2 0.0000 0 0.6893 432.5468 1.0340 9.6504
## V3 1.0875 0 1.0875 537.7923 5.4377 1.0875
## IL1RAPL2|26280 IL1RAP|3556 IL1RL1|9173 IL1RL2|8808 IL1RN|3557 IL20RA|53832
## V2 0.3447 200.9361 1.0340 23.7815 91.3346 410.4887
## V3 1.0875 56.5525 3.8064 2.7189 51.6585 439.9130
## IL20RB|53833 IL20|50604 IL21R|50615 IL21|59067 IL22RA1|58985 IL22RA2|116379
## V2 3.7912 74.791 24.5500 0 215.0671 0.0000
## V3 9.2442 0.000 190.8646 0 8.7004 4.3502
## IL22|50616 IL23A|51561 IL23R|149233 IL24|11009 IL25|64806 IL26|55801
## V2 0 4.8252 0 8.7337 10.6844 0
## V3 0 12.5068 0 5.0517 1.6313 0
## IL27RA|9466 IL27|246778 IL28A|282616 IL28B|282617 IL28RA|163702 IL29|282618
## V2 302.6104 0.6893 0.0000 0.3447 34.1212 0
## V3 283.8499 5.4377 0.5438 1.0875 38.0642 0
## IL2RA|3559 IL2RB|3560 IL2RG|3561 IL2|3558 IL31RA|133396 IL31|386653
## V2 4.8252 56.8687 116.8393 0.0000 0.3447 0
## V3 60.9027 642.1968 885.2637 1.6313 2.7189 0
## IL32|9235 IL33|90865 IL34|146433 IL3RA|3563 IL3|3562 IL4I1|259307 IL4R|3566
## V2 340.5229 65.8298 42.0484 84.0968 0 49.6929 284.3435
## V3 2183.7955 80.4785 42.9581 128.3306 0 497.9282 967.3736
## IL4|3565 IL5RA|3568 IL5|3567 IL6R|3570 IL6ST|3572 IL6|3569 IL7R|3575
## V2 0 1.3786 0.0000 102.3637 1682.6244 1.0340 14.8203
## V3 0 1.0875 0.5438 66.3404 381.1854 18.6297 116.3676
## IL7|3574 IL8|3576 IL9R|3581 IL9|3578 ILDR1|286676 ILDR2|387597 ILF2|3608
## V2 5.1699 66.5192 3.1019 0 407.0421 33.0872 2575.980
## V3 10.8755 10.8755 9.2442 0 493.2028 0.5438 4027.733
## ILF3|3609 ILKAP|80895 ILK|3611 ILVBL|10994 IMMP1L|196294 IMMP2L|83943
## V2 7746.552 303.6444 1788.435 707.2399 92.1721 186.4604
## V3 5514.954 589.4508 3027.189 3603.5889 95.0353 26.1011
## IMMT|10989 IMP3|55272 IMP4|92856 IMP5|162540 IMPA1|3612 IMPA2|3613
## V2 1842.891 1304.1890 528.7066 2.068 379.4694 329.1492
## V3 2854.269 957.5856 870.5818 0.000 157.1506 331.1582
## IMPACT|55364 IMPAD1|54928 IMPDH1|3614 IMPDH2|3615 IMPG1|3617 IMPG2|50939
## V2 1041.9036 3004.391 2029.351 3512.073 22.7475 1.3786
## V3 403.4802 2383.360 4455.682 2103.861 8.1566 7.0691
## INADL|10207 INA|9118 INCA1|388324 INCENP|3619 INE1|8552 INE2|8551 INF2|64423
## V2 1427.921 1.7233 23.0921 1404.8294 63.4172 11.1738 1709.163
## V3 1251.224 1.0875 39.1517 962.4796 60.3589 54.8505 3471.996
## ING1|3621 ING2|3622 ING3|54556 ING4|51147 ING5|84289 INGX|27160 INHA|3623
## V2 247.0549 155.0965 203.3487 806.1570 465.2894 0.6893 49.9755
## V3 244.3883 183.2518 194.1272 479.6085 630.7776 0.5438 21.2072
## INHBA|3624 INHBB|3625 INHBC|3626 INHBE|83729 INMT|11185 INO80B|83444
## V2 221.9603 361.2024 2.4126 1.0340 48.7348 471.0762
## V3 264.8178 258.8363 3.2626 3.8064 31.5389 773.7792
## INO80C|125476 INO80D|54891 INO80E|283899 INO80|54617 INPP1|3628 INPP4A|3631
## V2 268.8339 509.9296 899.9455 1423.4409 190.5963 661.4003
## V3 117.4551 427.4551 1347.2974 500.2719 164.7635 622.6210
## INPP4B|8821 INPP5A|3632 INPP5B|3633 INPP5D|3635 INPP5E|56623 INPP5F|22876
## V2 394.9790 476.6632 424.2750 255.7368 430.8235 602.1190
## V3 343.1213 344.2088 347.4715 610.6580 823.2735 505.1659
## INPP5J|27124 INPP5K|51763 INPPL1|3636 INS-IGF2|723961 INSC|387755
## V2 885.7732 718.269 4263.774 0.7169 1.3786
## V3 303.4258 1105.492 3713.975 0.0000 0.5438
## INSIG1|3638 INSIG2|51141 INSL3|3640 INSL4|3641 INSL5|10022 INSL6|11172
## V2 572.823 280.2076 0.3447 0 0.3447 0
## V3 3256.117 651.9848 5.4377 0 1.0875 0
## INSM1|3642 INSM2|84684 INSRR|3645 INSR|3643 INS|3630 INTS10|55174
## V2 2019.0114 0.3447 0.0000 1551.309 0 1350.029
## V3 0.5438 0.5438 3.2626 2698.206 0 1488.853
## INTS12|57117 INTS1|26173 INTS2|57508 INTS3|65123 INTS4L1|285905
## V2 370.1636 3540.680 542.1483 2103.798 56.8687
## V3 296.9005 4036.977 449.7009 2277.325 79.3910
## INTS4L2|644619 INTS4|92105 INTS5|80789 INTS6|26512 INTS7|25896 INTS8|55656
## V2 13.4382 989.1467 1868.740 490.1048 1007.0931 938.830
## V3 13.5943 627.0636 1224.579 373.0288 795.5411 1117.129
## INTS9|55756 INTU|27152 INVS|27130 IP6K1|9807 IP6K2|51447 IP6K3|117283
## V2 554.5560 143.7227 154.4072 1715.0223 1159.432 0.0000
## V3 654.7036 78.3034 202.8276 960.3045 1271.343 23.3823
## IPCEF1|26034 IPMK|253430 IPO11|51194 IPO13|9670 IPO4|79711 IPO5|3843
## V2 12.4077 43.0824 999.8552 1787.0560 1710.704 2492.573
## V3 61.9902 45.6770 619.9619 943.4475 1430.130 1444.807
## IPO7|10527 IPO8|10526 IPO9|55705 IPPK|64768 IPP|3652 IPW|3653 IQCA1|79781
## V2 4766.632 1353.8199 2163.079 448.3391 660.0216 102.9944 1.7233
## V3 2854.269 772.7026 2234.910 691.4845 146.2751 759.3747 12.5068
## IQCB1|9657 IQCC|55721 IQCD|115811 IQCE|23288 IQCF1|132141 IQCF2|389123
## V2 669.6721 210.9312 46.8736 1900.793 0 0
## V3 442.6319 145.7314 81.0223 1101.142 0 0
## IQCF3|401067 IQCF5|389124 IQCF6|440956 IQCG|84223 IQCH|64799 IQCJ|654502
## V2 0 0 0 305.7124 56.7308 0.5618
## V3 0 0 0 523.6542 376.5851 0.8320
## IQCK|124152 IQGAP1|8826 IQGAP2|10788 IQGAP3|128239 IQSEC1|9922 IQSEC2|23096
## V2 337.0763 7900.270 62.3832 1707.784 2302.321 3723.3493
## V3 491.5715 6099.511 899.4018 1754.758 3082.654 701.4682
## IQSEC3|440073 IQUB|154865 IRAK1BP1|134728 IRAK1|3654 IRAK2|3656 IRAK3|11213
## V2 43.7613 1.7233 16.7814 5398.736 68.2424 188.5284
## V3 11.4192 10.3317 10.4241 1885.264 42.4144 73.9532
## IRAK4|51135 IREB2|3658 IRF1|3659 IRF2BP1|26145 IRF2BP2|359948 IRF2|3660
## V2 495.2747 1351.063 494.1959 988.8262 5606.565 564.8958
## V3 642.7406 1053.290 2031.1419 2384.9918 5101.142 1145.1876
## IRF3|3661 IRF4|3662 IRF5|3663 IRF6|3664 IRF7|3665 IRF8|3394 IRF9|10379
## V2 1297.995 47.2183 491.8281 2046.9287 1276.616 141.9994 680.4358
## V3 1844.454 116.9114 440.4568 421.9685 1964.655 297.9880 1465.8456
## IRGC|56269 IRGM|345611 IRGQ|126298 IRS1|3667 IRS2|8660 IRS4|8471 IRX1|79192
## V2 0.3447 0.0000 1401.3828 6354.1300 580.4055 0.0000 1.3786
## V3 0.0000 1.0875 673.7357 199.0212 123.4367 0.5438 13.0506
## IRX2|153572 IRX3|79191 IRX4|50805 IRX5|10265 IRX6|79190 ISCA1P1|389293
## V2 56.1794 2194.4427 1.0340 1924.230 3.1019 47.9076
## V3 196.3023 899.4018 3.2626 1199.021 7.6128 44.5895
## ISCA1|81689 ISCA2|122961 ISCU|23479 ISG15|9636 ISG20L2|81875 ISG20|3669
## V2 556.2793 183.7032 785.1328 452.5370 1517.8775 274.3484
## V3 594.8885 438.2817 1011.4192 921.1528 829.7988 542.6862
## ISL1|3670 ISL2|64843 ISLR2|57611 ISLR|3671 ISM1|140862 ISM2|145501
## V2 0.3447 0.3447 106.4996 2147.914 120.2859 0.3447
## V3 0.0000 22.8385 16.3132 3040.783 81.0223 7.0691
## ISOC1|51015 ISOC2|79763 ISPD|729920 ISX|91464 ISY1|57461 ISYNA1|51477
## V2 664.8469 751.3562 51.3542 0.0000 560.7599 1339.344
## V3 468.7330 1225.1223 18.4883 0.5438 696.5742 3659.054
## ITCH|83737 ITFG1|81533 ITFG2|55846 ITFG3|83986 ITGA10|8515 ITGA11|22801
## V2 1732.945 1328.6598 502.8572 3583.190 528.3620 450.4691
## V3 1282.762 842.3056 168.0261 3784.698 30.9951 2268.0805
## ITGA1|3672 ITGA2B|3674 ITGA2|3673 ITGA3|3675 ITGA4|3676 ITGA5|3678
## V2 678.7022 24.1261 803.0551 2810.003 834.1019 1340.034
## V3 625.7314 100.5982 233.8227 4936.922 261.2452 3122.893
## ITGA6|3655 ITGA7|3679 ITGA8|8516 ITGA9|3680 ITGAD|3681 ITGAE|3682 ITGAL|3683
## V2 6222.8150 160.9557 70.6551 43.427 5.8592 197.1448 92.3686
## V3 369.2224 103.3170 9.7879 262.099 6.5253 226.7537 916.2588
## ITGAM|3684 ITGAV|3685 ITGAX|3687 ITGB1BP1|9270 ITGB1BP2|26548 ITGB1BP3|27231
## V2 162.3343 4368.895 257.1155 605.9102 15.5096 0
## V3 252.8548 1964.111 554.6493 1368.1349 3.2626 0
## ITGB1|3688 ITGB2|3689 ITGB3BP|23421 ITGB3|3690 ITGB4|3691 ITGB5|3693
## V2 6003.612 753.4242 295.3726 64.1065 359.1345 4049.052
## V3 8185.971 2062.5340 165.3072 59.2713 5731.3757 3810.767
## ITGB6|3694 ITGB7|3695 ITGB8|3696 ITGBL1|9358 ITIH1|3697 ITIH2|3698
## V2 1467.213 52.3881 180.6012 67.8978 0.3447 1.0340
## V3 12943.991 299.6194 100.5982 768.8961 0.5438 0.5438
## ITIH3|3699 ITIH4|3700 ITIH5L|347365 ITIH5|80760 ITK|3702 ITLN1|55600
## V2 6.8932 57.2134 399.1149 120.2859 12.4077 0
## V3 4.3502 48.3959 89.7227 150.6253 170.7450 0
## ITLN2|142683 ITM2A|9452 ITM2B|9445 ITM2C|81618 ITPA|3704 ITPK1|3705
## V2 0.0000 102.3637 3899.470 452.8817 937.472 2106.899
## V3 1.0875 176.1827 5343.121 2302.8820 1160.957 1864.057
## ITPKA|3706 ITPKB|3707 ITPKC|80271 ITPR1|3708 ITPR2|3709 ITPR3|3710
## V2 3.7912 1072.5783 935.404 1107.3888 1096.015 2803.310
## V3 51.6585 657.4225 1073.409 794.9973 439.913 3245.672
## ITPRIPL1|150771 ITPRIPL2|162073 ITPRIP|85450 ITSN1|6453 ITSN2|50618
## V2 3.1019 619.3519 253.3242 1191.1409 738.2592
## V3 8.1566 1572.0500 374.1164 666.1229 1430.1251
## IVD|3712 IVL|3713 IVNS1ABP|10625 IWS1|55677 IYD|389434 IZUMO1|284359
## V2 3849.1497 1.3786 1093.947 857.1665 68.2424 1.3786
## V3 814.5731 272.4307 1954.323 1206.6340 651.9848 1.6313
## JAG1|182 JAG2|3714 JAGN1|84522 JAK1|3716 JAK2|3717 JAK3|3718 JAKMIP1|152789
## V2 498.0320 984.3456 454.9496 4631.525 387.0519 93.7472 37.9125
## V3 742.2512 1307.7760 899.9456 2634.584 239.2605 519.3040 110.3861
## JAKMIP2|9832 JAKMIP3|282973 JAM2|58494 JAM3|83700 JARID2|3720 JAZF1|221895
## V2 1.3786 319.8434 54.4561 265.0426 650.0265 335.6977
## V3 11.9630 76.1283 67.4279 343.6650 764.5459 286.0250
## JDP2|122953 JHDM1D|80853 JKAMP|51528 JMJD1C|221037 JMJD4|65094 JMJD5|79831
## V2 253.3242 503.8912 800.9871 998.1319 561.8283 96.5045
## V3 356.7156 1129.4182 1556.2806 787.3192 973.8445 97.8793
## JMJD6|23210 JMJD7-PLA2G4B|8681 JMJD8|339123 JMY|133746 JOSD1|9929
## V2 552.4881 793.0599 1682.704 975.3845 1379.669
## V3 908.6460 239.8042 2209.799 315.3888 1488.853
## JOSD2|126119 JPH1|56704 JPH2|57158 JPH3|57338 JPH4|84502 JRKL|8690 JRK|8629
## V2 260.2174 100.2957 17.5776 25.8494 15.1650 318.1201 979.1757
## V3 947.7977 5.4377 63.6215 548.1240 9.7879 110.3861 221.3159
## JSRP1|126306 JTB|10899 JUB|84962 JUNB|3726 JUND|3727 JUN|3725 JUP|3728
## V2 5.8592 4447.477 58.5920 1561.649 2863.081 3751.956 8752.955
## V3 237.0854 2925.503 98.4231 3230.560 5485.046 3290.919 9116.911
## KAAG1|353219 KAL1|3730 KALRN|8997 KANK1|23189 KANK2|25959 KANK3|256949
## V2 3.3225 1251.801 62.3832 305.0231 1765.687 172.6741
## V3 0.0000 1026.101 175.0952 385.5356 1568.787 137.5748
## KANK4|163782 KARS|3735 KAT2A|2648 KAT2B|8850 KAT5|10524 KATNA1|11104
## V2 83.4074 2432.947 3232.555 270.2125 706.8987 118.2180
## V3 188.6895 2672.648 1129.418 367.0473 763.1321 224.0348
## KATNAL1|84056 KATNAL2|83473 KATNB1|10300 KAZALD1|81621 KAZ|23254
## V2 293.9940 175.7760 1109.1121 79.7127 1076.2316
## V3 193.5835 7.6128 615.0082 290.9788 215.5791
## KBTBD10|10324 KBTBD11|9920 KBTBD12|166348 KBTBD13|390594 KBTBD2|25948
## V2 18.6116 128.9024 3.4466 0 1029.841
## V3 4.3502 200.1088 1.6313 0 1068.515
## KBTBD3|143879 KBTBD4|55709 KBTBD5|131377 KBTBD6|89890 KBTBD7|84078
## V2 86.8540 756.8432 0 587.9880 235.0573
## V3 89.7227 372.5231 0 169.6574 118.5427
## KBTBD8|84541 KC6|641516 KCMF1|56888 KCNA10|3744 KCNA1|3736 KCNA2|3737
## V2 31.0193 0.3447 782.0309 0 0.3447 0.0000
## V3 14.1381 0.0000 1390.9734 0 2.1751 1.0875
## KCNA3|3738 KCNA4|3739 KCNA5|3741 KCNA6|3742 KCNA7|3743 KCNAB1|7881
## V2 7.5825 2.4126 8.9611 7.9272 0.0000 53.0775
## V3 29.3638 0.0000 3.8064 8.1566 4.3502 27.7325
## KCNAB2|8514 KCNAB3|9196 KCNB1|3745 KCNB2|9312 KCNC1|3746 KCNC2|3747
## V2 333.6297 13.4417 110.9801 0.3447 21.7135 448.4011
## V3 312.6699 13.5943 3.2626 0.0000 9.2442 0.0000
## KCNC3|3748 KCNC4|3749 KCND1|3750 KCND2|3751 KCND3|3752 KCNE1L|23630
## V2 209.5526 54.1114 159.2324 17.2329 425.6536 0.0000
## V3 451.3322 62.5340 197.9337 154.4318 3.8064 2.7189
## KCNE1|3753 KCNE2|9992 KCNE3|10008 KCNE4|23704 KCNF1|3754 KCNG1|3755
## V2 1.0340 18.6116 85.1307 59.9706 85.4754 39.6358
## V3 2.1751 8.7004 93.5291 193.5835 2.7189 195.7586
## KCNG2|26251 KCNG3|170850 KCNG4|93107 KCNH1|3756 KCNH2|3757 KCNH3|23416
## V2 4.8252 14.4757 0 11.7184 1287.9900 5.8592
## V3 2.1751 42.4144 0 2.1751 42.4144 9.2442
## KCNH4|23415 KCNH5|27133 KCNH6|81033 KCNH7|90134 KCNH8|131096 KCNIP1|30820
## V2 25.8494 0 77.2036 0.6893 2.0680 2.4126
## V3 2.7189 0 26.1011 0.0000 1.0875 2.1751
## KCNIP2|30819 KCNIP3|30818 KCNIP4|80333 KCNJ10|3766 KCNJ11|3767 KCNJ12|3768
## V2 18.6116 147.5140 24.8154 4.4806 1117.039 12.0631
## V3 26.1011 215.8782 3.2626 57.6400 343.665 87.0038
## KCNJ13|3769 KCNJ14|3770 KCNJ15|3772 KCNJ16|3773 KCNJ1|3758 KCNJ2|3759
## V2 1.0340 44.4610 2.4126 0.0000 0.3447 36.1892
## V3 0.5438 49.6629 40.7830 0.5438 6.5253 77.2159
## KCNJ3|3760 KCNJ4|3761 KCNJ5|3762 KCNJ6|3763 KCNJ8|3764 KCNJ9|3765
## V2 5481.7986 0.0000 24.8154 1.3786 92.7132 1.0340
## V3 28.2762 5.4377 19.0321 0.5438 197.9337 0.5438
## KCNK10|54207 KCNK12|56660 KCNK13|56659 KCNK15|60598 KCNK16|83795
## V2 0.0000 4.8252 11.3737 278.8290 0
## V3 1.0875 4.3502 12.5068 89.1789 0
## KCNK17|89822 KCNK18|338567 KCNK1|3775 KCNK2|3776 KCNK3|3777 KCNK4|50801
## V2 5.8592 0 214.7224 0.3447 89.2666 0.6893
## V3 8.7004 0 172.9201 172.3763 11.4192 0.0000
## KCNK5|8645 KCNK6|9424 KCNK7|10089 KCNK9|51305 KCNMA1|3778 KCNMB1|3779
## V2 28.2620 928.1662 1.3786 0.3447 1244.9077 38.6018
## V3 36.4328 160.9570 4.8940 5.9815 168.5699 63.0778
## KCNMB2|10242 KCNMB3|27094 KCNMB4|27345 KCNN1|3780 KCNN2|3781 KCNN3|3782
## V2 0.0000 114.4267 19.3009 1.3786 20.3349 14.8203
## V3 4.3502 132.1370 41.3268 19.0321 7.0691 32.0827
## KCNN4|3783 KCNQ1DN|55539 KCNQ1OT1|10984 KCNQ1|3784 KCNQ2|3785 KCNQ3|3786
## V2 1026.3940 0 200.2468 213.6885 419.1051 60.6600
## V3 147.9065 0 247.9608 157.1506 3.8064 7.0691
## KCNQ4|9132 KCNQ5|56479 KCNRG|283518 KCNS1|3787 KCNS2|3788 KCNS3|3790
## V2 5.8592 1.7233 2.8159 0.3447 1.034 406.3528
## V3 0.5438 17.9445 2.4579 1.0875 0.000 571.5063
## KCNT1|57582 KCNT2|343450 KCNU1|157855 KCNV1|27012 KCNV2|169522 KCP|375616
## V2 0.6893 3.4466 312.2609 0 1.3786 39.5151
## V3 289.8314 5.9815 0.0000 0 0.5438 14.7961
## KCTD10|83892 KCTD11|147040 KCTD12|115207 KCTD13|253980 KCTD14|65987
## V2 905.4187 507.6824 769.9678 456.6729 11.0291
## V3 1580.7504 625.8836 882.0011 782.4905 22.2947
## KCTD15|79047 KCTD16|57528 KCTD17|79734 KCTD18|130535 KCTD19|146212
## V2 1301.776 0.3447 230.2321 401.8722 2.7573
## V3 1112.017 1.0875 182.7080 313.2137 12.5068
## KCTD1|284252 KCTD20|222658 KCTD21|283219 KCTD2|23510 KCTD3|51133
## V2 759.9727 1563.028 627.9684 1035.010 2437.427
## V3 379.0103 1367.047 377.9228 1723.219 1514.410
## KCTD4|386618 KCTD5|54442 KCTD6|200845 KCTD7|154881 KCTD8|386617 KCTD9|54793
## V2 0 758.5941 427.7216 593.5714 0 449.7798
## V3 0 1178.9016 517.6726 378.4666 0 953.2355
## KDELC1|79070 KDELC2|143888 KDELR1|10945 KDELR2|11014 KDELR3|11015
## V2 124.4218 469.0807 4837.631 5174.708 173.708
## V3 98.4231 1690.5927 4339.315 7224.579 1193.040
## KDM1A|23028 KDM1B|221656 KDM2A|22992 KDM2B|84678 KDM3A|55818 KDM3B|51780
## V2 2342.646 636.2402 8438.627 675.1418 849.584 2816.552
## V3 1330.614 523.1104 3898.858 757.6944 1827.624 1481.784
## KDM4A|9682 KDM4B|23030 KDM4C|23081 KDM4DL|390245 KDM4D|55693 KDM5A|5927
## V2 1564.724 4147.280 717.2350 1.034 31.0193 1600.5956
## V3 1112.512 1200.652 378.4666 0.000 60.9027 941.8162
## KDM5B|10765 KDM5C|8242 KDM5D|8284 KDM6A|7403 KDM6B|23135 KDR|3791 KDSR|2531
## V2 2415.714 5925.374 0 1287.3007 1118.763 614.5267 1912.5118
## V3 2075.041 3828.168 0 886.3513 1194.127 520.3915 707.4497
## KEAP1|9817 KEL|3792 KERA|11081 KGFLP1|387628 KGFLP2|654466 KHDC1L|100129128
## V2 2683.514 88.2327 0.6893 10.3398 67.5669 0
## V3 2480.152 52.7461 4.3502 0.5438 53.7085 0
## KHDC1|80759 KHDRBS1|10657 KHDRBS2|202559 KHDRBS3|10656 KHK|3795 KHNYN|23351
## V2 47.2769 4278.250 0.0000 72.0337 258.7940 3095.167
## V3 41.2398 3546.493 0.5438 139.2061 649.4345 1660.511
## KHSRP|8570 KIAA0020|9933 KIAA0040|9674 KIAA0087|9808 KIAA0090|23065
## V2 2858.600 398.7703 6608.144 2.7573 1702.959
## V3 2914.084 246.8733 2126.699 3.2626 1027.189
## KIAA0100|9703 KIAA0101|9768 KIAA0114|57291 KIAA0125|9834 KIAA0141|9812
## V2 7381.065 371.1976 820.288 24.1261 1663.6681
## V3 8444.916 769.4399 497.553 59.2713 579.1191
## KIAA0146|23514 KIAA0174|9798 KIAA0182|23199 KIAA0195|9772 KIAA0196|9897
## V2 1299.364 2873.076 6855.609 2268.655 1539.936
## V3 1244.154 3303.426 4877.107 1671.865 1578.575
## KIAA0226|9711 KIAA0232|9778 KIAA0240|23506 KIAA0247|9766 KIAA0284|283638
## V2 1149.782 1754.658 1268.3445 1969.725 1980.065
## V3 1092.985 1077.216 604.1327 2054.921 2222.947
## KIAA0317|9870 KIAA0319L|79932 KIAA0319|9856 KIAA0355|9710 KIAA0368|23392
## V2 693.1089 4376.857 7.9272 517.3329 2995.774
## V3 898.3143 2096.792 20.6634 599.7825 3791.735
## KIAA0391|9692 KIAA0406|9675 KIAA0408|9729 KIAA0415|9907 KIAA0427|9811
## V2 505.3353 1133.928 0.0000 909.8993 1087.7432
## V3 565.1985 1297.988 6.0087 1301.7945 370.8537
## KIAA0430|9665 KIAA0467|23334 KIAA0494|9813 KIAA0495|57212 KIAA0513|9764
## V2 2692.475 1608.9191 4305.630 856.1325 353.2753
## V3 1373.029 683.0941 1988.733 155.5193 778.1403
## KIAA0528|9847 KIAA0556|23247 KIAA0562|9731 KIAA0564|23078 KIAA0586|9786
## V2 1529.2512 1109.112 1346.927 939.5399 676.9099
## V3 796.6286 1113.649 394.236 333.8771 500.8157
## KIAA0649|9858 KIAA0652|9776 KIAA0664P3|100132341 KIAA0664|23277
## V2 1365.5383 2121.030 78.9269 2272.336
## V3 988.5808 2102.229 39.6955 2574.225
## KIAA0748|9840 KIAA0753|9851 KIAA0754|643314 KIAA0776|23376 KIAA0802|23255
## V2 3.1019 570.0657 62.7279 455.9836 1454.8049
## V3 48.3959 237.6291 49.4834 498.6406 107.6672
## KIAA0831|22863 KIAA0892|23383 KIAA0895L|653319 KIAA0895|23366 KIAA0907|22889
## V2 443.5759 2350.918 885.4940 572.1336 2178.244
## V3 569.8749 1865.144 683.5672 246.8733 1149.538
## KIAA0913|23053 KIAA0922|23240 KIAA0947|23379 KIAA1009|22832 KIAA1012|22878
## V2 1831.517 584.886 1351.0626 92.0239 1567.8530
## V3 1763.458 718.869 855.8999 104.9483 470.9081
## KIAA1024|23251 KIAA1033|23325 KIAA1045|23349 KIAA1107|23285 KIAA1109|84162
## V2 19.6456 614.182 4.4806 310.1929 1625.411
## V3 46.7645 1072.866 3.2626 78.8472 1038.608
## KIAA1143|57456 KIAA1147|57189 KIAA1161|57462 KIAA1191|57179 KIAA1199|57214
## V2 716.5457 2061.060 301.2318 2739.004 577.6482
## V3 480.6960 1918.434 604.6765 1655.791 389.3420
## KIAA1210|57481 KIAA1211|57482 KIAA1217|56243 KIAA1239|57495 KIAA1244|57221
## V2 0.3447 365.6830 1252.835 0.3447 1157.3643
## V3 0.0000 61.4464 2394.236 0.5438 970.0924
## KIAA1257|57501 KIAA1267|284058 KIAA1274|27143 KIAA1279|26128 KIAA1310|55683
## V2 76.3075 1844.9587 295.3726 740.6718 1423.096
## V3 129.1952 865.6879 253.9424 512.2349 2350.190
## KIAA1324L|222223 KIAA1324|57535 KIAA1328|57536 KIAA1370|56204 KIAA1377|57562
## V2 677.9439 15829.490 150.6159 2705.916 671.0507
## V3 598.1512 3470.364 39.6955 2963.567 181.0767
## KIAA1383|54627 KIAA1407|57577 KIAA1409|57578 KIAA1429|25962 KIAA1430|57587
## V2 144.4120 462.8768 55.8347 1586.465 1331.7617
## V3 38.6079 305.0571 3.8064 1153.888 716.6939
## KIAA1432|57589 KIAA1462|57608 KIAA1467|57613 KIAA1468|57614 KIAA1486|57624
## V2 566.0160 500.7893 4198.2891 1029.8406 0.6893
## V3 386.0359 763.4584 288.2001 255.0299 0.0000
## KIAA1522|57648 KIAA1524|57650 KIAA1529|57653 KIAA1530|57654 KIAA1539|80256
## V2 9762.806 180.1911 85.1307 414.6246 245.0524
## V3 4012.507 340.9462 220.7722 266.9929 362.6971
## KIAA1543|57662 KIAA1549|57670 KIAA1586|57691 KIAA1598|57698 KIAA1609|57707
## V2 1740.527 979.5204 205.0720 1516.843 498.7213
## V3 1965.198 803.6977 92.4415 1400.761 330.0707
## KIAA1614|57710 KIAA1632|57724 KIAA1644|85352 KIAA1671|85379 KIAA1683|80726
## V2 24.2399 1505.8144 7.5825 2594.936 199.2128
## V3 30.9625 392.6047 13.5943 2217.510 141.9250
## KIAA1704|55425 KIAA1712|80817 KIAA1715|80856 KIAA1731|85459 KIAA1737|85457
## V2 320.6499 314.7355 643.8227 608.3228 870.9528
## V3 191.6639 204.3121 537.7923 860.7939 739.5324
## KIAA1751|85452 KIAA1755|85449 KIAA1797|54914 KIAA1804|84451 KIAA1826|84437
## V2 5.5145 76.5143 1231.8106 155.7858 234.3680
## V3 0.5438 80.4785 527.4606 35.3453 110.3861
## KIAA1841|84542 KIAA1875|340390 KIAA1908|114796 KIAA1919|91749
## V2 326.7366 22.4028 261.5960 30.6746
## V3 433.9315 25.0136 191.4084 36.9766
## KIAA1949|170954 KIAA1958|158405 KIAA1967|57805 KIAA1984|84960 KIAA2013|90231
## V2 1443.776 21.7135 3207.740 17.3122 1957.318
## V3 2250.136 76.6721 4729.201 44.1762 1723.763
## KIAA2018|205717 KIAA2022|340533 KIAA2026|158358 KIDINS220|57498 KIF11|3832
## V2 805.4677 385.3286 601.7743 1807.046 792.0260
## V3 593.8010 164.2197 422.5122 1724.851 941.8162
## KIF12|113220 KIF13A|63971 KIF13B|23303 KIF14|9928 KIF15|56992 KIF16B|55614
## V2 1007.4377 2661.1108 1616.794 215.7564 231.9554 3917.048
## V3 30.4513 583.4693 3267.537 365.4160 316.4763 4818.380
## KIF17|57576 KIF18A|81930 KIF18B|146909 KIF19|124602 KIF1A|547 KIF1B|23095
## V2 23.7815 174.7420 386.3625 4.8252 1852.8858 2218.569
## V3 20.1196 231.6476 361.0658 8.1566 217.5095 1045.133
## KIF1C|10749 KIF20A|10112 KIF20B|9585 KIF21A|55605 KIF21B|23046 KIF22|3835
## V2 1682.624 774.1037 421.5177 887.1518 216.4457 1538.212
## V3 1514.954 821.6422 317.5639 713.9750 179.9891 3535.617
## KIF23|9493 KIF24|347240 KIF25|3834 KIF26A|26153 KIF26B|55083 KIF27|55582
## V2 645.2013 257.4601 0.0000 120.6306 271.2465 139.5868
## V3 1430.6688 161.5008 4.3502 82.1098 324.0892 75.0408
## KIF2A|3796 KIF2B|84643 KIF2C|11004 KIF3A|11127 KIF3B|9371 KIF3C|3797
## V2 711.3758 0.0000 656.2304 978.1417 2677.654 610.7354
## V3 714.5188 0.5438 830.8864 262.6427 1944.535 623.7085
## KIF4A|24137 KIF4B|285643 KIF5A|3798 KIF5B|3799 KIF5C|3800 KIF6|221458
## V2 713.4438 15.1650 234.7127 4140.386 721.0263 56.1794
## V3 767.2648 14.6819 5.9815 3260.468 72.8657 17.9445
## KIF7|374654 KIF9|64147 KIFAP3|22920 KIFC1|3833 KIFC2|90990 KIFC3|3801
## V2 62.2867 202.3147 777.5503 1021.9134 1619.717 193.6983
## V3 125.9217 95.9054 756.3893 992.3872 2668.157 369.7662
## KILLIN|100144748 KIN|22944 KIR2DL1|3802 KIR2DL3|3804 KIR2DL4|3805
## V2 58.2473 137.8635 0.3447 0.0000 0.0000
## V3 23.9260 174.5514 0.0000 1.0875 5.4377
## KIR2DS4|3809 KIR3DL1|3811 KIR3DL2|3812 KIR3DL3|115653 KIR3DP1|768329
## V2 0.0000 0.6893 0.0000 0 0
## V3 0.2121 1.4301 5.9706 0 0
## KIR3DX1|90011 KIRREL2|84063 KIRREL3|84623 KIRREL|55243 KISS1R|84634
## V2 0 2.0680 0.3447 157.5091 1.7233
## V3 0 0.5438 2.1751 125.6117 5.9815
## KISS1|3814 KITLG|4254 KIT|3815 KLB|152831 KLC1|3831 KLC2|64837 KLC3|147700
## V2 3.1019 700.3467 19.9902 15.5096 1331.214 1240.772 177.844
## V3 5.9815 590.5383 71.7781 22.2947 2457.635 1947.798 187.602
## KLC4|89953 KLF10|7071 KLF11|8462 KLF12|11278 KLF13|51621 KLF14|136259
## V2 497.5047 3117.094 308.1250 163.7129 3170.8612 0.3447
## V3 809.7553 1158.238 814.0294 284.3937 567.1561 0.0000
## KLF15|28999 KLF16|83855 KLF17|128209 KLF1|10661 KLF2|10365 KLF3|51274
## V2 21.3688 651.4052 0 4.1359 403.9401 618.6316
## V3 15.7694 1045.6770 0 7.0691 960.8483 1359.7390
## KLF4|9314 KLF5|688 KLF6|1316 KLF7|8609 KLF8|11279 KLF9|687 KLHDC10|23008
## V2 203.3487 108.9122 1645.746 62.3832 149.9266 595.9151 1023.2920
## V3 408.3741 178.3578 2227.297 136.4872 227.2974 687.8738 516.0413
## KLHDC1|122773 KLHDC2|23588 KLHDC3|116138 KLHDC4|54758 KLHDC5|57542
## V2 53.7668 726.5408 1952.148 343.8247 1259.7280
## V3 40.7830 1070.6906 1885.264 485.5247 398.5862
## KLHDC7A|127707 KLHDC7B|113730 KLHDC8A|55220 KLHDC8B|200942 KLHDC9|126823
## V2 57.9027 20.3349 22.0582 656.9197 334.3191
## V3 547.5802 160.4133 11.9630 381.7292 77.2159
## KLHL10|317719 KLHL11|55175 KLHL12|59349 KLHL13|90293 KLHL14|57565
## V2 5.5145 179.9119 1035.700 47.5629 9.9951
## V3 2.1751 29.9076 1331.702 46.7645 1.6313
## KLHL15|80311 KLHL17|339451 KLHL18|23276 KLHL1|57626 KLHL20|27252 KLHL21|9903
## V2 535.5998 194.7322 353.2753 96.8491 257.1155 2095.1810
## V3 320.2828 160.9570 287.1126 0.0000 281.1310 363.7847
## KLHL22|84861 KLHL23|151230 KLHL24|54800 KLHL25|64410 KLHL26|55295
## V2 650.3712 211.3276 1158.054 435.3041 373.6102
## V3 1001.0875 112.1370 1186.514 669.9293 348.0152
## KLHL28|54813 KLHL29|114818 KLHL2|11275 KLHL30|377007 KLHL31|401265
## V2 250.2223 36.1892 341.5569 11.3737 24.1468
## V3 382.2730 30.4513 263.7303 1.6313 78.5699
## KLHL32|114792 KLHL33|123103 KLHL34|257240 KLHL35|283212 KLHL36|79786
## V2 0.6893 0.6893 0.3447 197.8342 450.4691
## V3 2.7189 1.0875 0.0000 523.1104 344.2088
## KLHL38|340359 KLHL3|26249 KLHL4|56062 KLHL5|51088 KLHL6|89857 KLHL7|55975
## V2 37.5678 153.7178 12.4077 600.3957 82.3735 403.5955
## V3 30.4513 56.5525 5.4377 290.3752 222.4035 585.1006
## KLHL8|57563 KLHL9|55958 KLK10|5655 KLK11|11012 KLK12|43849 KLK13|26085
## V2 240.2272 1022.9474 0.0000 0 0 0
## V3 264.2741 539.4236 4.3502 0 0 0
## KLK14|43847 KLK15|55554 KLK1|3816 KLK2|3817 KLK3|354 KLK4|9622 KLK5|25818
## V2 0.6893 0 0.6893 0.3447 0 7.9272 0.0000
## V3 0.0000 0 1.0875 4.8940 0 95.1604 14.1381
## KLK6|5653 KLK7|5650 KLK8|11202 KLK9|284366 KLKB1|3818 KLKP1|606293
## V2 3.4466 0.0000 0.0000 0 3.7912 0.0000
## V3 3.8064 0.5438 1.0875 0 8.1566 5.4377
## KLRA1|10748 KLRAQ1|129285 KLRB1|3820 KLRC1|3821 KLRC2|3822 KLRC3|3823
## V2 46.1843 330.8725 7.5825 0.3447 0.9168 38.3743
## V3 19.0321 572.0500 34.2577 17.9445 5.4377 4.3502
## KLRC4|8302 KLRD1|3824 KLRF1|51348 KLRG1|10219 KLRG2|346689 KLRK1|22914
## V2 3.8326 1.7233 0.000 5.5145 28.9513 27.1867
## V3 3.8064 55.4649 4.894 22.8385 89.7227 79.9347
## KL|9365 KMO|8564 KNCN|148930 KNDC1|85442 KNG1|3827 KNTC1|9735 KPNA1|3836
## V2 13.7864 5.6903 0 348.4501 0 660.3697 1760.517
## V3 10.3317 1552.9636 0 0.5438 0 958.9614 2260.468
## KPNA2|3838 KPNA3|3839 KPNA4|3840 KPNA5|3841 KPNA6|23633 KPNA7|402569
## V2 2284.399 361.2024 1622.654 19.3009 3255.992 0.6893
## V3 21483.959 682.9799 2546.493 69.0593 1259.924 1.0875
## KPNB1|3837 KPRP|448834 KPTN|11133 KRAS|3845 KRBA1|84626 KRBA2|124751
## V2 6064.961 0.0000 238.5039 1226.6407 283.3096 83.4074
## V3 4496.466 0.5438 401.8488 892.8766 318.6514 74.4970
## KRCC1|51315 KREMEN1|83999 KREMEN2|79412 KRI1|65095 KRIT1|889 KRR1|11103
## V2 792.3706 402.2168 34.4659 856.0808 932.9914 649.7922
## V3 1147.9065 764.0022 480.6960 1041.8053 675.3670 460.2121
## KRT10|3858 KRT12|3859 KRT13|3860 KRT14|3861 KRT15|3866 KRT16|3868 KRT17|3872
## V2 340.1783 0.0000 0.0000 0.0000 12.0631 0.6893 0.6893
## V3 319.7390 0.5438 0.5438 312.6699 125.6117 4.8940 616.0957
## KRT18|3875 KRT19|3880 KRT1|3848 KRT20|54474 KRT222|125113 KRT23|25984
## V2 6497.267 18787.70 0.3447 0.000 256.7708 315.7075
## V3 32039.413 30132.14 10.3317 16.857 53.2898 146.8189
## KRT24|192666 KRT25|147183 KRT26|353288 KRT27|342574 KRT28|162605 KRT2|3849
## V2 0.0000 0 0 0 0 0.3447
## V3 1.0875 0 0 0 0 0.5438
## KRT31|3881 KRT32|3882 KRT33A|3883 KRT33B|3884 KRT34|3885 KRT35|3886
## V2 0.6893 4.8252 0.0000 0.0000 0 0
## V3 2.1751 3.2626 1.6313 0.5438 0 0
## KRT36|8689 KRT37|8688 KRT38|8687 KRT39|390792 KRT3|3850 KRT40|125115
## V2 1.3786 0.6893 0.3447 0.3447 0.0000 0.6893
## V3 0.0000 6.8951 0.5438 0.5438 0.5438 4.8940
## KRT4|3851 KRT5|3852 KRT6A|3853 KRT6B|3854 KRT6C|286887 KRT71|112802
## V2 0.0000 1.3786 0.3447 0.3447 0.0000 0
## V3 5.9815 394.7798 1.0875 54.3774 6.5253 0
## KRT72|140807 KRT73|319101 KRT74|121391 KRT75|9119 KRT76|51350 KRT77|374454
## V2 1.034 0 0 0.0000 0 0.0000
## V3 0.000 0 0 3.8064 0 1.0875
## KRT78|196374 KRT79|338785 KRT7|3855 KRT80|144501 KRT81|3887 KRT82|3888
## V2 0.3447 1.034 125.8005 1088.777 9.6504 0
## V3 2.7189 0.000 18578.5753 1010.875 203.3714 0
## KRT83|3889 KRT84|3890 KRT85|3891 KRT86|3892 KRT8|3856 KRT9|3857
## V2 4.1359 0 0.3447 7.2378 9007.555 0
## V3 0.5438 0 0.0000 19.0321 41942.643 0
## KRTAP1-1|81851 KRTAP1-3|81850 KRTAP1-5|83895 KRTAP10-10|353333
## V2 0.0000 0 0.3447 0.3447
## V3 0.5438 0 1.0875 0.0000
## KRTAP10-11|386678 KRTAP10-12|386685 KRTAP10-1|386677 KRTAP10-2|386679
## V2 0 0 1.034 0
## V3 0 0 0.000 0
## KRTAP10-3|386682 KRTAP10-4|386672 KRTAP10-5|386680 KRTAP10-6|386674
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP10-7|386675 KRTAP10-8|386681 KRTAP10-9|386676 KRTAP11-1|337880
## V2 0.6893 0 0 0
## V3 0.0000 0 0 0
## KRTAP12-1|353332 KRTAP12-2|353323 KRTAP12-3|386683 KRTAP12-4|386684
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP13-1|140258 KRTAP13-2|337959 KRTAP13-3|337960 KRTAP13-4|284827
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP15-1|254950 KRTAP17-1|83902 KRTAP19-1|337882 KRTAP19-2|337969
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP19-3|337970 KRTAP19-4|337971 KRTAP19-5|337972 KRTAP19-6|337973
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP19-7|337974 KRTAP19-8|728299 KRTAP2-1|81872 KRTAP2-2|728279
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP2-4|85294 KRTAP20-1|337975 KRTAP20-2|337976 KRTAP20-3|337985
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP20-4|100151643 KRTAP21-1|337977 KRTAP21-2|337978 KRTAP22-1|337979
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP23-1|337963 KRTAP24-1|643803 KRTAP25-1|100131902 KRTAP26-1|388818
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP27-1|643812 KRTAP3-1|83896 KRTAP3-2|83897 KRTAP3-3|85293
## V2 0 0.0000 0 0.0000
## V3 0 0.5438 0 1.6313
## KRTAP4-11|653240 KRTAP4-12|83755 KRTAP4-1|85285 KRTAP4-2|85291
## V2 0 0 0.0000 0
## V3 0 0 0.5438 0
## KRTAP4-3|85290 KRTAP4-4|84616 KRTAP4-5|85289 KRTAP4-7|100132476
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP4-8|728224 KRTAP4-9|100132386 KRTAP5-10|387273 KRTAP5-11|440051
## V2 0 0 2.4126 0
## V3 0 0 3.2626 0
## KRTAP5-1|387264 KRTAP5-2|440021 KRTAP5-3|387266 KRTAP5-4|387267
## V2 28.9513 13.7588 0 0.3447
## V3 52.7461 1.2452 0 1.0875
## KRTAP5-5|439915 KRTAP5-6|440023 KRTAP5-7|440050 KRTAP5-8|57830 KRTAP5-9|3846
## V2 0 2.4126 4.1359 5.1699 21.3688
## V3 0 0.5438 1.0875 2.1751 6.5253
## KRTAP6-1|337966 KRTAP6-2|337967 KRTAP6-3|337968 KRTAP7-1|337878
## V2 0 0 0 0
## V3 0 0 0 0
## KRTAP8-1|337879 KRTAP9-2|83899 KRTAP9-4|85280 KRTAP9-8|83901 KRTAP9-9|81870
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## KRTCAP2|200185 KRTCAP3|200634 KRTDAP|388533 KSR1|8844 KSR2|283455
## V2 1161.845 711.3758 0 228.1641 141.6548
## V3 1986.406 555.7368 0 332.7896 20.1196
## KTELC1|56983 KTI12|112970 KTN1|3895 KYNU|8942 KY|339855 L1CAM|3897
## V2 393.9450 217.1351 4425.764 22.7475 3.4466 1903.5507
## V3 255.0299 173.4638 4359.435 83.7412 123.4367 90.2664
## L1TD1|54596 L2HGDH|79944 L3MBTL2|83746 L3MBTL3|84456 L3MBTL4|91133
## V2 3.7912 287.4455 617.2977 182.6692 8.9611
## V3 37.5204 291.4628 923.2246 89.7227 16.8570
## L3MBTL|26013 LACE1|246269 LACRT|90070 LACTB2|51110 LACTB|114294 LAD1|3898
## V2 484.9350 27.2280 0.3447 270.5572 240.2272 997.7873
## V3 156.6069 32.6264 0.0000 243.0669 536.7047 1736.8135
## LAG3|3902 LAGE3|8270 LAIR1|3903 LAIR2|3904 LALBA|3906 LAMA1|284217
## V2 8.9611 631.0703 183.7032 0.3447 0 26.5387
## V3 333.3333 628.0587 502.9908 1.0875 0 73.4095
## LAMA2|3908 LAMA3|3909 LAMA4|3910 LAMA5|3911 LAMB1|3912 LAMB2L|22973
## V2 261.9407 3652.3495 1161.500 15270.798 2435.704 109.2568
## V3 118.5427 171.2887 1979.337 5232.191 4240.892 23.9260
## LAMB2|3913 LAMB3|3914 LAMB4|22798 LAMC1|3915 LAMC2|3918 LAMC3|10319
## V2 5395.634 993.6514 0.3447 3593.068 1284.199 2.7573
## V3 3082.654 253.9424 0.5438 3366.503 274.062 26.6449
## LAMP1|3916 LAMP2|3920 LAMP3|27074 LANCL1|10314 LANCL2|55915 LANCL3|347404
## V2 8010.216 6023.947 17.5776 2500.844 559.7259 1.7233
## V3 4275.693 2100.054 266.4492 1024.470 392.0609 1.6313
## LAP3|51056 LAPTM4A|9741 LAPTM4B|55353 LAPTM5|7805 LARGE|9215 LARP1B|55132
## V2 1131.515 5329.115 3228.419 1865.638 713.4438 449.0904
## V3 2417.075 6548.668 2115.824 4315.389 773.7901 442.0881
## LARP1|23367 LARP4B|23185 LARP4|113251 LARP6|55323 LARP7|51574 LARS2|23395
## V2 9037.644 1570.955 1074.302 158.1984 628.3130 607.6335
## V3 3800.435 1197.934 1054.921 302.8820 719.9565 507.3409
## LARS|51520 LAS1L|81887 LASP1|3927 LASS1|10715 LASS2|29956 LASS3|204219
## V2 4140.731 1241.8057 6034.631 4.8804 20459.982 1.0340
## V3 1388.255 707.4497 5887.439 30.3480 7479.609 10.8755
## LASS4|79603 LASS5|91012 LASS6|253782 LAT2|7462 LATS1|9113 LATS2|26524
## V2 1720.537 485.6243 1723.908 207.8293 253.3242 216.4457
## V3 1539.424 827.0799 3260.571 201.7401 208.2654 334.4209
## LAT|27040 LAX1|54900 LAYN|143903 LBH|81606 LBP|3929 LBR|3930 LBX1|10660
## V2 215.1671 11.0291 73.7570 720.6816 2.0680 417.0372 14.131
## V3 258.6351 65.2529 128.8744 1232.7352 1.6313 745.5139 0.000
## LBX2|85474 LBXCOR1|390598 LCA5L|150082 LCA5|167691 LCAT|3931 LCE1A|353131
## V2 13.7864 1.7233 148.8926 105.8103 24.1261 0
## V3 92.9853 8.7004 58.1838 83.1974 93.7684 0
## LCE1B|353132 LCE1C|353133 LCE1D|353134 LCE1E|353135 LCE1F|353137
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## LCE2A|353139 LCE2B|26239 LCE2C|353140 LCE2D|353141 LCE3A|353142 LCE3B|353143
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## LCE3C|353144 LCE3D|84648 LCE3E|353145 LCE4A|199834 LCE5A|254910 LCE6A|448835
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## LCK|3932 LCLAT1|253558 LCMT1|51451 LCMT2|9836 LCN10|414332 LCN12|286256
## V2 35.8445 390.4984 594.8811 632.1043 6.8932 11.0291
## V3 349.6465 432.3002 655.2474 508.4285 1.6313 24.4698
## LCN15|389812 LCN1|3933 LCN2|3934 LCN6|158062 LCN8|138307 LCN9|392399
## V2 0.0000 0.3447 0.3447 0.6893 0.0000 0
## V3 0.5438 0.5438 1.6313 0.0000 0.5438 0
## LCNL1|401562 LCORL|254251 LCOR|84458 LCP1|3936 LCP2|3937 LCTL|197021
## V2 0.3447 48.9933 138.6597 713.7884 158.5431 1.5579
## V3 0.5438 32.3817 67.5748 2475.8021 507.3409 10.5057
## LCT|3938 LDB1|8861 LDB2|9079 LDB3|11155 LDHAL6A|160287 LDHAL6B|92483
## V2 153.7178 1783.954 168.1935 72.3784 2.7573 0.0000
## V3 1.0875 1024.470 164.2197 29.3638 2.7189 1.0875
## LDHA|3939 LDHB|3945 LDHC|3948 LDHD|197257 LDLRAD1|388633 LDLRAD2|401944
## V2 13254.20 1680.5564 46.1843 114.4267 1.7233 117.0082
## V3 16255.03 909.1898 1.6313 100.0544 23.9260 78.7439
## LDLRAD3|143458 LDLRAP1|26119 LDLR|3949 LDOC1L|84247 LDOC1|23641 LEAP2|116842
## V2 2629.7468 1020.535 1094.292 1295.2279 756.8708 7.9272
## V3 327.3518 1357.803 4092.985 593.2572 504.0783 6.5253
## LECT1|11061 LECT2|3950 LEF1|51176 LEFTY1|10637 LEFTY2|7044 LEKR1|389170
## V2 0 0 234.7127 1.3786 4.8252 29.2960
## V3 0 0 257.2050 27.7325 1.0875 33.1702
## LELP1|149018 LEMD1|93273 LEMD2|221496 LEMD3|23592 LENEP|55891 LENG1|79165
## V2 0 0.0000 1227.675 3495.8744 3.4466 123.0432
## V3 0 2.1751 1917.890 511.6911 2.7189 411.6368
## LENG8|114823 LENG9|94059 LEO1|123169 LEPRE1|64175 LEPREL1|55214
## V2 6584.331 297.4716 988.1368 1015.0202 77.2036
## V3 5316.667 610.4676 978.7928 952.1479 25.0136
## LEPREL2|10536 LEPROTL1|23484 LEPROT|54741 LEPR|3953 LEP|3952 LETM1|3954
## V2 273.3144 1046.729 473.7784 50.4477 5.5145 1931.813
## V3 721.0440 1133.768 277.8575 41.3377 38.6079 1109.842
## LETM2|137994 LETMD1|25875 LEUTX|342900 LFNG|3955 LGALS12|85329 LGALS13|29124
## V2 74.1016 694.8322 0 2320.243 13.4417 0
## V3 68.5155 524.7417 0 776.509 7.6128 0
## LGALS14|56891 LGALS1|3956 LGALS2|3957 LGALS3BP|3959 LGALS3|3958 LGALS4|3960
## V2 0 3377.657 6.8932 14185.812 536.2891 6.5485
## V3 0 5253.942 53.2898 9911.909 8563.8934 53.8336
## LGALS7B|653499 LGALS7|3963 LGALS8|3964 LGALS9B|284194 LGALS9C|654346
## V2 0 0.0000 811.4992 0.0000 8.9611
## V3 0 19.0321 842.9527 1.6313 17.9445
## LGALS9|3965 LGI1|9211 LGI2|55203 LGI3|203190 LGI4|163175 LGMN|5641
## V2 432.2022 0 36.1892 6.5485 23.0921 935.7487
## V3 1439.3692 0 57.0962 0.5438 60.3589 1906.4709
## LGR4|55366 LGR5|8549 LGR6|59352 LGSN|51557 LGTN|1939 LHB|3972 LHCGR|3973
## V2 379.8140 1.0340 13.0970 0.0000 1291.7813 0.3447 0
## V3 163.6759 10.8755 28.2762 1.6313 643.2844 10.8755 0
## LHFPL1|340596 LHFPL2|10184 LHFPL3|375612 LHFPL4|375323 LHFPL5|222662
## V2 3.4466 560.0706 0 3.7912 56.1794
## V3 2.7189 965.7423 0 4.3502 5.9815
## LHFP|10186 LHPP|64077 LHX1|3975 LHX2|9355 LHX3|8022 LHX4|89884 LHX5|64211
## V2 403.5955 249.5330 0.3447 1.0340 0 7.6514 0
## V3 465.4704 579.6629 279.4997 20.6634 0 19.6520 0
## LHX6|26468 LHX8|431707 LHX9|56956 LIAS|11019 LIFR|3977 LIF|3976 LIG1|3978
## V2 66.1745 1.0340 0.0000 61.6939 912.6566 18.6116 1185.282
## V3 149.5378 5.9815 462.2077 71.2344 342.0337 43.5019 1691.137
## LIG3|3980 LIG4|3981 LILRA1|11024 LILRA2|11027 LILRA3|11026 LILRA4|23547
## V2 1560.960 225.4069 3.7912 65.8298 1.0340 52.7328
## V3 1737.357 174.5514 7.0691 12.5068 3.8064 17.9445
## LILRA5|353514 LILRA6|79168 LILRB1|10859 LILRB2|10288 LILRB3|11025
## V2 4.8252 20.0143 59.6260 34.8105 12.3836
## V3 13.5943 26.5307 206.0903 202.2838 100.1686
## LILRB4|11006 LILRB5|10990 LILRP2|79166 LIM2|3982 LIMA1|51474 LIMCH1|22998
## V2 150.2712 12.7524 0.0000 0 1477.552 385.6732
## V3 486.6775 28.2762 0.5438 0 2882.545 1323.5454
## LIMD1|8994 LIMD2|80774 LIME1|54923 LIMK1|3984 LIMK2|3985 LIMS1|3987
## V2 1433.4636 209.1769 174.9212 983.6563 804.7783 250.2223
## V3 624.3828 3432.3110 272.4252 1284.9375 2320.2828 296.9005
## LIMS2|55679 LIMS3-LOC440895|100271835 LIMS3|96626 LIN28A|79727 LIN28B|389421
## V2 197.8342 9.9951 0.3447 164.0576 0.0000
## V3 294.7254 28.5536 1.3540 1.0875 0.5438
## LIN37|55957 LIN52|91750 LIN54|132660 LIN7A|8825 LIN7B|64130 LIN7C|55327
## V2 179.6224 101.6744 325.3579 9.6504 113.3928 923.6856
## V3 256.5253 126.1555 396.4111 78.8472 201.7401 491.0277
## LIN9|286826 LINGO1|84894 LINGO2|158038 LINGO3|645191 LINGO4|339398
## V2 165.0916 1572.678 0 12.6249 6.2039
## V3 213.1593 194.671 0 3.4203 36.4328
## LINS1|55180 LIPA|3988 LIPC|3990 LIPE|3991 LIPF|8513 LIPG|9388 LIPH|200879
## V2 155.7858 1452.392 1.0340 80.9948 0 18.2669 494.9301
## V3 312.1262 1672.104 512.2349 560.1523 0 34.2577 492.1153
## LIPI|149998 LIPJ|142910 LIPK|643414 LIPM|340654 LIPN|643418 LIPT1|51601
## V2 1.0340 0.0000 0 0.0000 0 75.0253
## V3 0.5438 1.0875 0 0.5927 0 92.9853
## LIPT2|387787 LITAF|9516 LIX1L|128077 LIX1|167410 LLGL1|3996 LLGL2|3993
## V2 13.4555 2600.106 292.6153 0.0000 947.4671 2454.660
## V3 47.3083 4851.550 269.1680 1.0875 667.7542 4480.152
## LLPH|84298 LMAN1L|79748 LMAN1|3998 LMAN2L|81562 LMAN2|10960 LMBR1L|55716
## V2 950.2244 6.2556 3050.920 651.0605 5603.463 401.5275
## V3 485.5737 5.9815 1375.204 1271.8869 6158.782 400.7613
## LMBR1|64327 LMBRD1|55788 LMBRD2|92255 LMCD1|29995 LMF1|64788 LMF2|91289
## V2 1113.937 379.8140 448.4011 1334.519 443.1554 1742.595
## V3 1208.265 376.2915 264.8178 1324.633 444.7417 2451.332
## LMLN|89782 LMNA|4000 LMNB1|4001 LMNB2|84823 LMO1|4004 LMO2|4005 LMO3|55885
## V2 793.0599 6960.04 1392.4216 2061.404 20.6795 184.3925 96.8491
## V3 516.5851 12497.55 853.1811 2951.060 0.0000 160.4133 353.9967
## LMO4|8543 LMO7|4008 LMOD1|25802 LMOD2|442721 LMOD3|56203 LMTK2|22853
## V2 264.3533 1017.778 209.8972 0.3447 6.2039 753.7688
## V3 1057.0962 822.186 401.8488 10.3317 3.2626 390.9734
## LMTK3|114783 LMX1A|4009 LMX1B|4010 LNP1|348801 LNPEP|4012 LNX1|84708
## V2 237.8146 0.6893 2146.535 100.0165 473.6577 589.3666
## V3 559.5432 0.0000 1668.842 125.0625 162.9853 717.7814
## LNX2|222484 LOC100009676|100009676 LOC100101266|100101266
## V2 598.3277 85.4375 10.6844
## V3 439.9130 148.5644 2.7189
## LOC100101938|100101938 LOC100124692|100124692 LOC100125556|100125556
## V2 0.0000 2.0680 67.3222
## V3 0.5438 1.0875 146.2153
## LOC100126784|100126784 LOC100127888|100127888 LOC100128023|100128023
## V2 56.1656 11.3944 0
## V3 1.8108 5.6389 0
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## V2 0.3447 7.5825 70.6137
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## V2 16.1990 31.7086 21.0242
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## V2 0.0000 0 5.8592
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## V2 33.7766 5.8626 39.6392
## V3 83.1974 0.5438 83.2028
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## V2 2.3058 139.5868 93.0579
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## V2 45.8396 1823.742 0.3447
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## V2 1.7233 160.2767 80.9948
## V3 48.9396 80.8646 33.1702
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## V2 481.833 459.2303 9.6504
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## V2 5.5145 0 52.3399
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## V2 91.6758 55.1454 0.0000
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## V2 0.6893 3.1019 3.4466
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## V2 1.7233 84.0968 38.8120
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## V2 68.2424 15.0133 472.8788
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## V2 198.8681 28.6067 0.6893
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## V2 128.9024 81.2602 254.9200
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## V2 1.3786 2.4126 51.1680
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## V2 325.3579 769.9678 174.0527
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## V2 10.3398 80.2159 1.7233
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## V2 113.4307 0.3447 360.1926
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## V2 24.8154 0.3447 0
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## V2 25.2738 3.7912 44.1163
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## V2 15.165 0 355.3846
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## V2 156.4751 61.0046 0
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## V2 0.6893 11.0291 176.2758
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## V2 0.0000 0.0000 509.3437
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## V2 77.5482 17.0089 28.2620
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## V2 18.2669 8.9921 46.5289
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## V2 8.2718 43.4270 595.9151 12.0631
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## V2 32.2187 0 0 0.0000
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## V2 71.9234 1.7233 248.8437 0
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## V2 1.0340 0 442.1594 668.2935
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## V2 215.7564 0 93.3612 623.2224
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## V2 0 17.2329 0 16.1990
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## V2 446.6778 78.9269 58.9367 1616.1052
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## V2 1.3786 0 248.8437 0
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## V2 0.0000 307.7803 19.3009 2.0680
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## V2 15.5096 0.0000 0 28.3447
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## V2 411.5226 56.5240 280.8969 12.4077
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## V2 0 176.4653 0 5.8592
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## V2 2.4126 0.6893 702.9523 2.0680
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## V2 23.4368 33.0872 524.2261 678.9779
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## V2 1.0340 34.4659 18.2669 7.9272
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## V2 0.3447 5.5145 0 45.4950
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## V2 15.5096 13.7864 20.6795 0
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## V2 197.8342 77.8929 2.0680 0.3447
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## V2 578.0204 17.5776 456.3283 1091.8791
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## V2 3.1019 0.6893 327.7705 44.5437
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## V2 41.7037 18.2669 0 6.5485
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## V3 78.8472 0 79.9347 40.2393
## LOC647288|647288 LOC647309|647309 LOC647859|647859 LOC647946|647946
## V2 24.4708 0 1.0340 0.3447
## V3 4.8940 0 81.0223 11.9630
## LOC647979|647979 LOC648691|648691 LOC648740|648740 LOC649330|649330
## V2 13103.239 0.0000 23.9641 8.2718
## V3 9126.156 1.6313 19.7172 5.9815
## LOC650293|650293 LOC650368|650368 LOC650623|650623 LOC651250|651250
## V2 0.3447 28.6067 61.6939 2481.199
## V3 0.0000 30.9951 62.5340 8656.879
## LOC652276|652276 LOC653113|653113 LOC653501|653501 LOC653544|653544
## V2 56.8687 39.6358 208.8632 0
## V3 52.2023 68.5155 23.9260 0
## LOC653545|653545 LOC653566|653566 LOC653653|653653 LOC653786|653786
## V2 0 1108.078 88.2327 3.1019
## V3 0 1078.303 63.6215 5.4377
## LOC654342|654342 LOC654433|654433 LOC678655|678655 LOC723809|723809
## V2 216.1011 18.9562 663.3924 0.3447
## V3 156.6069 133.2355 559.4182 0.0000
## LOC723972|723972 LOC727677|727677 LOC727896|727896 LOC727924|727924
## V2 9.6504 0.3447 11.0291 0
## V3 8.7004 0.0000 38.6079 0
## LOC728024|728024 LOC728190|728190 LOC728264|728264 LOC728276|728276
## V2 19.3009 69.6211 119.5966 0
## V3 28.8200 116.9114 141.9250 0
## LOC728323|728323 LOC728392|728392 LOC728410|728410 LOC728554|728554
## V2 25.5048 49.2862 0 545.2503
## V3 27.1887 143.5563 0 393.6922
## LOC728606|728606 LOC728613|728613 LOC728640|728640 LOC728643|728643
## V2 1003.646 129.9364 37.9125 63.0726
## V3 0.000 174.5514 41.8706 52.7461
## LOC728723|728723 LOC728743|728743 LOC728758|728758 LOC728819|728819
## V2 10.3398 265.7320 76.1696 1.7233
## V3 1.6313 150.0816 39.6955 3.8064
## LOC728855|728855 LOC728875|728875 LOC728989|728989 LOC729020|729020
## V2 82.3390 28.2965 6.5485 17.2329
## V3 214.5188 68.7874 8.1566 16.8570
## LOC729082|729082 LOC729121|729121 LOC729156|729156 LOC729176|729176
## V2 523.0232 0 9.7918 27.9174
## V3 161.1746 0 1.2126 13.0506
## LOC729234|729234 LOC729375|729375 LOC729467|729467 LOC729603|729603
## V2 53.4221 41.0144 0 14.1310
## V3 122.3491 158.2382 0 15.7694
## LOC729609|729609 LOC729668|729668 LOC729678|729678 LOC729799|729799
## V2 0.0000 25.5254 662.9133 21.3688
## V3 1.0875 2.8276 676.5470 10.3317
## LOC729991-MEF2B|4207 LOC729991|729991 LOC730101|730101 LOC730668|730668
## V2 66.4881 240.8855 361.2024 8.2718
## V3 116.7537 272.8929 374.1164 28.2762
## LOC730811|730811 LOC731779|731779 LOC731789|731789 LOC732275|732275
## V2 0 0 0.3447 0
## V3 0 0 3.8064 0
## LOC80054|80054 LOC80154|80154 LOC81691|81691 LOC84740|84740 LOC84856|84856
## V2 64.7959 330.8725 211.2759 4.8425 3.4466
## V3 70.6906 843.3931 437.7379 2.7352 4.3502
## LOC84931|84931 LOC84989|84989 LOC90110|90110 LOC90246|90246 LOC90586|90586
## V2 0 4.4806 364.3044 551.4541 0.6893
## V3 0 12.0283 1755.3018 254.4861 4.3502
## LOC90784|90784 LOC90834|90834 LOC91149|91149 LOC91316|91316 LOC91450|91450
## V2 600.7403 22.4028 0.6893 466.8404 5.1699
## V3 147.9065 40.2393 2.1751 413.9859 3.8064
## LOC91948|91948 LOC92249|92249 LOC92659|92659 LOC92973|92973 LOC93432|93432
## V2 0 1113.9373 243.6738 227.8195 0
## V3 0 78.3034 358.8907 234.3665 0
## LOC93622|93622 LOC96610|96610 LOH12CR1|118426 LOH12CR2|503693 LOH3CR2A|29931
## V2 355.3432 5954.515 108.2229 23.0921 86.5094
## V3 548.6678 24435.661 72.3219 64.7091 45.1332
## LONP1|9361 LONP2|83752 LONRF1|91694 LONRF2|164832 LONRF3|79836 LOR|4014
## V2 1936.983 2725.5620 579.7161 1661.2555 4.4806 0.6893
## V3 2564.437 824.9048 508.4285 21.2072 3.2626 0.0000
## LOXHD1|125336 LOXL1|4016 LOXL2|4017 LOXL3|84695 LOXL4|84171 LOX|4015
## V2 2.4126 1202.456 1181.711 79.4749 19.9902 268.1446
## V3 5.9815 1226.183 1609.478 103.6596 31.5389 828.1675
## LPAL2|80350 LPAR1|1902 LPAR2|9170 LPAR3|23566 LPAR4|2846 LPAR5|57121
## V2 1.0340 173.7080 618.3179 256.4262 2.0680 66.8638
## V3 3.2626 119.6302 778.6841 5.9815 3.2626 104.4046
## LPAR6|10161 LPA|4018 LPCAT1|79888 LPCAT2|54947 LPCAT3|10162 LPCAT4|254531
## V2 262.9747 0 1815.663 549.3862 2029.006 382.5713
## V3 494.2904 0 1869.494 187.0582 1662.316 193.0397
## LPGAT1|9926 LPHN1|22859 LPHN2|23266 LPHN3|23284 LPIN1|23175 LPIN2|9663
## V2 4061.460 4239.245 250.2223 3.1019 763.0746 1304.1890
## V3 1263.187 1078.276 252.8548 14.1381 506.7972 814.5731
## LPIN3|64900 LPL|4023 LPO|4025 LPPR1|54886 LPPR2|64748 LPPR3|79948 LPPR4|9890
## V2 1140.9138 84.0968 0.0000 0 740.3272 99.2617 19.6456
## V3 976.6014 195.7586 3.2626 0 2356.7156 2.7189 37.5204
## LPPR5|163404 LPP|4026 LPXN|9404 LQK1|642946 LRAT|9227 LRBA|987 LRCH1|23143
## V2 0 439.7847 175.4313 4.8252 4.1359 3157.419 240.5719
## V3 0 151.1691 425.7749 5.4377 0.0000 2287.656 332.2458
## LRCH2|57631 LRCH3|84859 LRCH4|4034 LRDD|55367 LRFN1|57622 LRFN2|57497
## V2 16.8883 400.4936 1306.257 658.2984 239.1932 25.5048
## V3 24.4698 354.5405 2150.082 909.1898 319.1952 41.3268
## LRFN3|79414 LRFN4|78999 LRFN5|145581 LRG1|116844 LRGUK|136332 LRIG1|26018
## V2 401.8722 1844.9587 0.6893 168.5382 19.9902 2458.513
## V3 338.7711 179.4454 16.3132 109.2985 25.5574 1706.966
## LRIG2|9860 LRIG3|121227 LRIT1|26103 LRIT2|340745 LRIT3|345193 LRMP|4033
## V2 241.9505 84.7861 0 0 4.8252 28.9513
## V3 122.8929 2101.1419 0 0 10.3317 39.1517
## LRP10|26020 LRP11|84918 LRP12|29967 LRP1B|53353 LRP1|4035 LRP2BP|55805
## V2 3106.065 855.6397 272.6251 8.2718 3062.294 56.1794
## V3 4962.480 820.9570 80.4785 0.0000 6473.083 58.1838
## LRP2|4036 LRP3|4037 LRP4|4038 LRP5L|91355 LRP5|4041 LRP6|4040 LRP8|7804
## V2 4480.2200 1872.528 54.8421 85.82 1994.885 830.6278 250.9116
## V3 7.0691 1629.027 36.4328 115.28 1905.927 554.6493 525.2855
## LRPAP1|4043 LRPPRC|10128 LRRC10B|390205 LRRC10|376132 LRRC14B|389257
## V2 2636.985 3170.172 14.1310 0 10.3398
## V3 2567.700 3632.409 144.1001 0 0.5438
## LRRC14|9684 LRRC15|131578 LRRC16A|55604 LRRC16B|90668 LRRC17|10234
## V2 1021.438 403.9401 480.1097 92.3686 247.1204
## V3 1468.298 2082.1098 778.1403 90.2664 94.0729
## LRRC18|474354 LRRC19|64922 LRRC1|55227 LRRC20|55222 LRRC23|10233
## V2 0.0000 0.6893 864.4043 216.1011 335.6977
## V3 0.5438 0.0000 1887.9826 329.5269 383.3605
## LRRC24|441381 LRRC25|126364 LRRC26|389816 LRRC27|80313 LRRC28|123355
## V2 28.7377 66.8638 105.8103 229.5428 64.7959
## V3 9.6792 115.8238 1089.1789 196.8461 174.5514
## LRRC29|26231 LRRC2|79442 LRRC30|339291 LRRC31|79782 LRRC32|2615
## V2 88.5773 4.4806 0 161.3003 616.250
## V3 74.4970 7.6128 0 501.9032 1030.451
## LRRC33|375387 LRRC34|151827 LRRC36|55282 LRRC37A2|474170 LRRC37A3|374819
## V2 116.8393 124.7665 4.8252 123.0983 189.2177
## V3 140.8374 26.6449 16.3132 123.4747 828.1675
## LRRC37A4|55073 LRRC37A|9884 LRRC37B2|147172 LRRC37B|114659 LRRC39|127495
## V2 154.7518 396.3576 651.7498 158.1984 9.4161
## V3 420.2121 375.2039 414.8994 77.2159 2.1479
## LRRC3B|116135 LRRC3|81543 LRRC40|55631 LRRC41|10489 LRRC42|115353
## V2 0.0000 69.6211 346.0375 3520.690 593.1578
## V3 1.0875 24.4698 237.6291 1673.736 322.4579
## LRRC43|254050 LRRC45|201255 LRRC46|90506 LRRC47|57470 LRRC48|83450
## V2 82.3735 979.1757 70.9997 1556.8239 67.8978
## V3 1.0875 1315.3888 69.0593 797.1724 62.5340
## LRRC49|54839 LRRC4B|94030 LRRC4C|57689 LRRC4|64101 LRRC50|123872
## V2 128.9024 16.5436 285.7222 68.5871 111.6695
## V3 30.9951 10.8755 111.4736 79.9347 15.2257
## LRRC52|440699 LRRC55|219527 LRRC56|115399 LRRC57|255252 LRRC58|116064
## V2 0 26.5387 539.7357 498.7213 1629.892
## V3 0 9.7879 382.2730 140.8374 1249.592
## LRRC59|55379 LRRC61|65999 LRRC66|339977 LRRC67|286187 LRRC69|100130742
## V2 3569.232 614.5267 2.4126 0.3447 0.0000
## V3 22302.387 637.8467 7.0691 0.0000 7.6128
## LRRC6|23639 LRRC70|100130733 LRRC7|57554 LRRC8A|56262 LRRC8B|23507
## V2 94.7812 14.131 0 1150.471 747.9096
## V3 14.1381 24.410 0 2013.051 477.9772
## LRRC8C|84230 LRRC8D|55144 LRRC8E|80131 LRRCC1|85444 LRRFIP1|9208
## V2 149.5819 937.4720 606.2549 335.3530 3662.689
## V3 275.1495 358.3469 702.0120 855.8999 4746.058
## LRRFIP2|9209 LRRIQ1|84125 LRRIQ3|127255 LRRIQ4|344657 LRRK1|79705
## V2 442.5419 10.3398 13.0970 3.1019 513.8863
## V3 1132.6808 0.5438 8.1566 98.9668 464.9266
## LRRK2|120892 LRRN1|57633 LRRN2|10446 LRRN3|54674 LRRN4CL|221091 LRRN4|164312
## V2 491.8281 11.3737 1651.2604 69.6211 5.8592 5.5145
## V3 174.0076 10.3317 123.4367 7.6128 17.4008 1.6313
## LRRTM1|347730 LRRTM2|26045 LRRTM3|347731 LRRTM4|80059 LRSAM1|90678
## V2 1.034 3.4466 0 0.0000 511.1049
## V3 0.000 10.8755 0 0.5438 1197.9337
## LRTM1|57408 LRTM2|654429 LRTOMT|220074 LRWD1|222229 LSAMP|4045 LSG1|55341
## V2 0.3447 885.0839 787.2628 583.5074 12.0631 937.1273
## V3 0.0000 77.7597 531.1310 813.4856 7.6128 1722.6754
## LSM10|84967 LSM11|134353 LSM12|124801 LSM14A|26065 LSM14B|149986 LSM1|27257
## V2 499.0660 282.2756 965.7340 2155.841 3731.966 433.5808
## V3 468.1892 116.3676 752.5829 2498.641 2619.902 676.4546
## LSM2|57819 LSM3|27258 LSM4|25804 LSM5|23658 LSM6|11157 LSM7|51690
## V2 587.2986 412.9013 1973.172 597.6384 147.1693 429.1002
## V3 545.4051 1017.9445 2094.073 458.4013 174.0076 913.5400
## LSMD1|84316 LSP1|4046 LSR|51599 LSS|4047 LST-3TM12|338821 LST1|7940
## V2 485.3623 518.0222 2220.981 1859.779 0.3447 43.4270
## V3 792.2784 1553.5617 3591.626 1518.760 0.0000 174.0076
## LTA4H|4048 LTA|4049 LTB4R2|56413 LTB4R|1241 LTBP1|4052 LTBP2|4053 LTBP3|4054
## V2 844.4141 4.1359 107.8058 269.9058 365.6830 2761.062 3924.178
## V3 1112.0174 46.2208 158.8037 622.5285 798.2599 2818.923 2102.137
## LTBP4|8425 LTBR|4055 LTB|4050 LTC4S|4056 LTF|4057 LTK|4058 LTV1|84946
## V2 1061.5492 2487.058 54.1114 21.7307 1246.6310 2.0680 219.5477
## V3 998.3687 1297.444 301.7945 20.3861 19.0321 29.3638 321.3703
## LUC7L2|51631 LUC7L3|51747 LUC7L|55692 LUM|4060 LUZP1|7798 LUZP2|338645
## V2 2367.806 3451.758 818.220 5130.591 1170.1167 0.3447
## V3 1883.632 9410.005 1031.539 10181.620 507.3409 0.5438
## LUZP4|51213 LUZP6|767558 LXN|56925 LY6D|8581 LY6E|4061 LY6G5B|58496
## V2 0.3447 4112.814 450.4691 0 3333.885 75.3217
## V3 0.0000 2653.616 224.5786 0 3666.123 57.7814
## LY6G5C|80741 LY6G6C|80740 LY6G6D|58530 LY6G6E|79136 LY6G6F|259215 LY6H|4062
## V2 68.9318 7.9272 0 0 0.6893 0.000
## V3 72.3219 2.7189 0 0 0.5438 11.963
## LY6K|54742 LY75|4065 LY86|9450 LY96|23643 LY9|4063 LYAR|55646 LYG1|129530
## V2 117.1840 159.2324 86.8540 36.5338 11.3737 179.5672 2.4126
## V3 59.2713 1062.4252 117.9989 82.1098 52.2023 156.6069 40.7830
## LYG2|254773 LYL1|4066 LYNX1|66004 LYN|4067 LYPD1|116372 LYPD2|137797
## V2 0.3447 70.9997 416.0032 190.5963 40.5284 0.6893
## V3 0.5438 89.7227 47.8521 362.6971 80.0163 0.0000
## LYPD3|27076 LYPD4|147719 LYPD5|284348 LYPD6B|130576 LYPD6|130574
## V2 3433.491 0.000 117.8733 613.1480 31.0193
## V3 3309.951 1775.421 96.7917 17.4008 59.8151
## LYPLA1|10434 LYPLA2P1|653639 LYPLA2|11313 LYPLAL1|127018 LYRM1|57149
## V2 1158.054 94.7812 1602.319 332.5958 580.0608
## V3 1847.743 83.1974 1489.940 224.0348 609.0266
## LYRM2|57226 LYRM4|57128 LYRM5|144363 LYRM7|90624 LYSMD1|388695 LYSMD2|256586
## V2 442.2007 213.6885 439.4400 470.1146 1340.3782 224.0282
## V3 523.4584 273.5182 188.1457 189.2333 80.4785 324.0892
## LYSMD3|116068 LYSMD4|145748 LYST|1130 LYVE1|10894 LYZL1|84569 LYZL2|119180
## V2 660.0216 235.0229 927.8215 27.5727 1.034 12.0631
## V3 325.1767 133.2735 992.9309 21.7510 0.000 0.0000
## LYZL4|131375 LYZL6|57151 LYZ|4069 LZIC|84328 LZTFL1|54585 LZTR1|8216
## V2 0.0000 0 617.284 509.0611 728.2641 1218.807
## V3 2.7189 0 6021.207 231.1039 307.2322 2258.015
## LZTS1|11178 LZTS2|84445 M6PR|4074 MAB21L1|4081 MAB21L2|10586 MACC1|346389
## V2 240.5719 2043.482 2522.423 5.8592 0.3447 249.8776
## V3 293.0941 1626.427 2368.717 5.9815 2.1751 587.2757
## MACF1|23499 MACROD1|28992 MACROD2|140733 MAD1L1|8379 MAD2L1BP|9587
## V2 6544.037 359.1345 33.4319 417.0372 574.5463
## V3 2886.351 307.7760 95.7042 746.6014 487.2213
## MAD2L1|4085 MAD2L2|10459 MADCAM1|8174 MADD|8567 MAEA|10296 MAEL|84944
## V2 349.4840 731.0214 9.3058 2730.043 953.671 35.1552
## V3 561.1746 526.3730 9.2442 2414.356 1244.698 0.5438
## MAF1|84232 MAFA|389692 MAFB|9935 MAFF|23764 MAFG|4097 MAFK|7975 MAF|4094
## V2 2406.063 0.0000 586.954 586.6093 966.0787 1116.171 277.4504
## V3 3507.341 1.0875 1267.537 401.3051 699.8369 1025.432 585.1006
## MAGEA10|4109 MAGEA11|4110 MAGEA12|4111 MAGEA1|4100 MAGEA2|4101 MAGEA3|4102
## V2 0 2.0680 3.1019 82.7181 0.0000 7.2378
## V3 0 0.5438 595.4323 0.5438 827.0799 36.4328
## MAGEA4|4103 MAGEA5|4104 MAGEA6|4105 MAGEA8|4107 MAGEA9B|728269
## V2 0 0.0000 64.1065 6.8932 1.3786
## V3 0 0.5438 1275.6933 1.0875 1.0875
## MAGEB10|139422 MAGEB16|139604 MAGEB18|286514 MAGEB1|4112 MAGEB2|4113
## V2 0.3447 0 1.7233 0.3447 0
## V3 0.0000 0 0.0000 0.0000 0
## MAGEB3|4114 MAGEB4|4115 MAGEB6|158809 MAGEC1|9947 MAGEC2|51438 MAGEC3|139081
## V2 0 0 0.0000 1.3786 251.2563 0
## V3 0 0 0.5438 0.5438 29.9076 0
## MAGED1|9500 MAGED2|10916 MAGED4B|81557 MAGED4|728239 MAGEE1|57692
## V2 6317.941 34312.509 72.1268 18.8632 369.4743
## V3 5427.950 8473.083 145.3290 30.3100 23.9260
## MAGEE2|139599 MAGEF1|64110 MAGEH1|28986 MAGEL2|54551 MAGI1|9223 MAGI2|9863
## V2 0.3447 1676.420 323.2900 7.2378 607.9782 410.8333
## V3 0.0000 1311.582 690.0489 11.9630 359.4345 151.1691
## MAGI3|260425 MAGIX|79917 MAGOHB|55110 MAGOH|4116 MAGT1|84061 MAG|4099
## V2 1482.7223 341.9016 307.0910 387.3965 2580.116 45.495
## V3 666.1229 312.6699 246.3295 300.1631 1303.969 0.000
## MAK16|84549 MAK|4117 MAL2|114569 MALAT1|378938 MALL|7851 MALT1|10892
## V2 612.4380 4.4806 1558.547 2692.147 110.9801 702.070
## V3 523.6977 113.6487 2152.800 4227.586 934.2034 206.634
## MAL|4118 MAMDC2|256691 MAMDC4|158056 MAML1|9794 MAML2|84441 MAML3|55534
## V2 4.4806 17.5776 49.2862 2207.867 58.2473 669.3274
## V3 20.1196 13.0506 128.3306 1193.317 112.0174 221.8597
## MAMLD1|10046 MAMSTR|284358 MAN1A1|4121 MAN1A2|10905 MAN1B1|11253
## V2 26.5387 26.1941 926.7876 898.5255 2663.868
## V3 49.4834 48.3959 1067.9717 468.1892 4291.463
## MAN1C1|57134 MAN2A1|4124 MAN2A2|4122 MAN2B1|4125 MAN2B2|23324 MAN2C1|4123
## V2 285.7222 402.5615 3554.466 4028.372 2710.742 1103.253
## V3 438.8254 300.1631 1458.945 3446.438 2114.193 1846.656
## MANBAL|63905 MANBA|4126 MANEAL|149175 MANEA|79694 MANF|7873 MANSC1|54682
## V2 925.7536 548.0075 2276.4715 215.7564 1127.0343 1551.654
## V3 851.5498 1245.2420 541.0549 114.7363 927.1343 1502.991
## MAOA|4128 MAOB|4129 MAP1A|4130 MAP1B|4131 MAP1D|254042 MAP1LC3A|84557
## V2 1834.2743 1020.5348 432.8915 637.2742 75.1356 1091.5345
## V3 233.8227 45.1332 467.1017 327.8956 76.6721 277.8684
## MAP1LC3B2|643246 MAP1LC3B|81631 MAP1LC3C|440738 MAP1S|55201 MAP2K1|5604
## V2 278.8290 1900.793 1.0340 1324.179 1662.231
## V3 368.1349 1898.858 1.0875 1660.141 2229.228
## MAP2K2|5605 MAP2K3|5606 MAP2K4|6416 MAP2K5|5607 MAP2K6|5608 MAP2K7|5609
## V2 2001.778 630.7256 1210.7864 417.3818 58.5920 1215.956
## V3 2344.753 971.7238 551.3866 571.5063 6.5253 1104.405
## MAP2|4133 MAP3K10|4294 MAP3K11|4296 MAP3K12|7786 MAP3K13|9175 MAP3K14|9020
## V2 44.1163 511.4737 1182.524 352.3482 74.9323 569.3764
## V3 290.9190 511.1474 2437.194 393.7303 120.2338 360.5220
## MAP3K15|389840 MAP3K1|4214 MAP3K2|10746 MAP3K3|4215 MAP3K4|4216 MAP3K5|4217
## V2 0.0000 3411.433 565.9298 706.5816 265.3873 424.2750
## V3 1.8162 1274.606 441.5443 1903.1974 435.5628 613.3768
## MAP3K6|9064 MAP3K7|6885 MAP3K8|1326 MAP3K9|4293 MAP4K1|11184 MAP4K2|5871
## V2 919.8944 303.2998 320.5327 165.0916 66.8638 563.1725
## V3 902.1207 453.5073 132.1370 111.4736 271.8869 589.4508
## MAP4K3|8491 MAP4K4|9448 MAP4K5|11183 MAP4|4134 MAP6D1|79929 MAP6|4135
## V2 701.036 1274.204 686.5604 4813.505 144.4120 450.4691
## V3 1171.832 2090.810 1088.0914 4800.435 75.0408 21.2072
## MAP7D1|55700 MAP7D2|256714 MAP7D3|79649 MAP7|9053 MAP9|79884 MAPK10|5602
## V2 2381.937 261.9407 16.8883 1164.947 671.7400 4.8252
## V3 2132.681 34.2577 51.1147 1427.406 344.7526 168.5699
## MAPK11|5600 MAPK12|6300 MAPK13|5603 MAPK14|1432 MAPK15|225689
## V2 599.3617 554.2079 1444.465 1416.548 29.296
## V3 260.4676 104.7580 771.615 1357.259 28.820
## MAPK1IP1L|93487 MAPK1|5594 MAPK3|5595 MAPK4|5596 MAPK6|5597 MAPK7|5598
## V2 1157.364 2442.597 1332.796 0.3447 1149.437 269.0682
## V3 2307.232 3183.252 3089.886 1.0875 1116.368 317.1071
## MAPK8IP1|9479 MAPK8IP2|23542 MAPK8IP3|23162 MAPK8|5599 MAPK9|5601
## V2 1506.8484 1903.8953 1707.095 222.3049 1761.207
## V3 856.4437 531.8108 1653.616 117.9989 1248.505
## MAPKAP1|79109 MAPKAPK2|9261 MAPKAPK3|7867 MAPKAPK5|8550 MAPKBP1|23005
## V2 2258.549 5896.078 765.1426 440.4326 941.6079
## V3 2225.122 3379.010 627.5150 574.1164 217.5095
## MAPKSP1|8649 MAPRE1|22919 MAPRE2|10982 MAPRE3|22924 MAPT|4137 MARCH10|162333
## V2 648.6479 3263.230 634.1722 599.3617 7988.1575 11.6805
## V3 579.1191 3613.921 427.9500 1050.0272 190.3208 529.2550
## MARCH11|441061 MARCH1|55016 MARCH2|51257 MARCH3|115123 MARCH4|57574
## V2 0.0000 51.6988 613.1480 118.2180 167.1595
## V3 0.5438 55.4649 814.5731 230.0163 11.4192
## MARCH5|54708 MARCH6|10299 MARCH7|64844 MARCH8|220972 MARCH9|92979
## V2 677.5992 3536.544 1290.747 262.6300 458.3962
## V3 551.3866 2370.310 1644.372 104.4046 942.3600
## MARCKSL1|65108 MARCKS|4082 MARCO|8685 MARK1|4139 MARK2|2011 MARK3|4140
## V2 10081.615 1475.140 19.6456 345.6928 1696.411 832.6957
## V3 4824.361 3071.234 24.4698 638.9342 3948.341 1471.9956
## MARK4|57787 MARS2|92935 MARS|4141 MARVELD1|83742 MARVELD2|153562
## V2 1157.020 208.8632 1503.229 845.9823 777.8950
## V3 730.832 131.5933 2005.101 651.9739 811.3105
## MARVELD3|91862 MAS1L|116511 MAS1|4142 MASP1|5648 MASP2|10747 MAST1|22983
## V2 508.3339 0 0 2.0680 36.1892 227.4748
## V3 1077.1778 0 0 3.2626 23.3823 140.2936
## MAST2|23139 MAST3|23031 MAST4|375449 MASTL|84930 MAT1A|4143 MAT2A|4144
## V2 3887.751 530.7746 5502.1334 241.6058 152.6839 6527.149
## V3 3119.630 281.1310 310.4948 315.3888 14.6819 7384.448
## MAT2B|27430 MATK|4145 MATN1|4146 MATN2|4147 MATN3|4148 MATN4|8785 MATR3|9782
## V2 1175.2866 68.5871 2.2058 89.2666 241.9505 0.0000 8537.178
## V3 695.4867 73.4095 2.3165 101.6857 266.9929 0.5438 4719.957
## MAVS|57506 MAX|4149 MAZ|4150 MBD1|4152 MBD2|8932 MBD3L1|85509 MBD3L2|125997
## V2 7088.598 923.341 8625.128 1282.8201 1730.8766 0 0
## V3 1848.831 1212.616 6431.446 380.6417 770.5275 0 0
## MBD3L5|284428 MBD3|53615 MBD4|8930 MBD5|55777 MBD6|114785 MBIP|51562
## V2 0 1687.105 859.5791 187.4944 1463.421 207.1400
## V3 0 1979.337 980.4241 192.4959 1842.306 221.8597
## MBL1P|8512 MBL2|4153 MBLAC1|255374 MBLAC2|153364 MBNL1|4154 MBNL2|10150
## V2 6.2039 0.0000 25.8494 396.3576 1407.997 1238.014
## V3 4.3502 0.5438 135.3997 66.8842 1799.174 1201.196
## MBNL3|55796 MBOAT1|154141 MBOAT2|129642 MBOAT4|619373 MBOAT7|79143 MBP|4155
## V2 61.3493 818.5647 207.4846 2.7573 3876.033 553.8667
## V3 14.1381 182.7080 3271.3431 3.2626 2184.883 346.9277
## MBTD1|54799 MBTPS1|8720 MBTPS2|51360 MB|4151 MC1R|4157 MC2R|4158 MC3R|4159
## V2 616.9393 5652.749 1432.9397 349.484 368.2645 0 0
## V3 1700.9244 3526.917 988.1349 2454.051 337.4932 0 0
## MC4R|4160 MC5R|4161 MCAM|4162 MCART1|92014 MCART2|147407 MCART3P|442229
## V2 0.0000 0 1275.238 179.2226 8.6165 0.3447
## V3 0.5438 0 2088.635 104.9483 1.6313 0.0000
## MCART6|401612 MCAT|27349 MCCC1|56922 MCCC2|64087 MCCD1|401250 MCC|4163
## V2 5.5145 354.6539 660.7110 4781.452 0 259.5281
## V3 12.5068 222.4035 487.7651 4261.555 0 134.3121
## MCEE|84693 MCF2L2|23101 MCF2L|23263 MCF2|4168 MCFD2|90411 MCHR1|2847
## V2 68.5871 0.3447 1747.331 64.4512 1701.060 189.5830
## V3 184.8831 5.9815 1275.525 2.1751 1942.953 10.8646
## MCHR2|84539 MCL1|4170 MCM10|55388 MCM2|4171 MCM3APAS|114044 MCM3AP|8888
## V2 0 15182.566 178.1886 1961.109 112.2071 3702.821
## V3 0 9305.057 330.6145 2376.835 21.2724 1780.794
## MCM3|4172 MCM4|4173 MCM5|4174 MCM6|4175 MCM7|4176 MCM8|84515 MCM9|254394
## V2 2610.791 2918.571 693.1089 1281.441 2332.827 444.2652 53.4221
## V3 3947.798 2472.539 1851.5498 1630.778 5305.655 762.3709 63.6215
## MCOLN1|57192 MCOLN2|255231 MCOLN3|55283 MCPH1|79648 MCRS1|10445 MCTP1|79772
## V2 949.8797 47.5629 86.1647 642.0994 684.8371 13.0970
## V3 505.7096 56.0087 54.3774 482.5068 1122.8929 63.6215
## MCTP2|55784 MCTS1|28985 MDC1|9656 MDFIC|29969 MDFI|4188 MDGA1|266727
## V2 8.6165 1090.8452 1358.990 216.7904 835.1083 922.9963
## V3 26.1011 495.9217 2089.179 550.2991 122.3491 52.7461
## MDGA2|161357 MDH1B|130752 MDH1|4190 MDH2|4191 MDK|4192 MDM1|56890 MDM2|4193
## V2 0.0000 75.8249 1619.207 3583.073 4914.145 1223.5388 14938.2027
## V3 41.3268 3.2626 2249.592 4571.506 6461.120 245.7858 922.2403
## MDM4|4194 MDN1|23195 MDP1|145553 MDS2|259283 ME1|4199 ME2|4200 ME3|10873
## V2 1032.253 857.5111 144.3638 0.0000 116.1500 942.9865 772.3804
## V3 1057.640 578.5753 514.4916 1.6313 562.8059 314.8450 66.8842
## MEA1|4201 MEAF6|64769 MECOM|2122 MECP2|4204 MECR|51102 MED10|84246
## V2 1164.209 2579.427 85.1307 2706.6057 388.4305 432.5468
## V3 1735.704 1198.477 123.9804 873.8445 187.6020 389.3420
## MED11|400569 MED12L|116931 MED12|9968 MED13L|23389 MED13|9969 MED14|9282
## V2 182.3245 39.2911 2214.4329 4958.262 2490.849 2893.363
## V3 214.7906 16.8570 600.3263 1354.541 1810.223 1669.897
## MED15|51586 MED16|10025 MED17|9440 MED18|54797 MED19|219541 MED1|5469
## V2 1458.941 1072.923 637.2742 422.5517 303.6444 1935.949
## V3 2241.979 1665.579 574.2251 296.3567 319.1952 15942.904
## MED20|9477 MED21|9412 MED22|6837 MED23|9439 MED24|9862 MED25|81857
## V2 685.5264 296.4066 770.6571 555.2454 1680.901 1304.613
## V3 343.1213 227.2974 939.0973 571.5063 2095.160 1851.968
## MED26|9441 MED27|9442 MED28|80306 MED29|55588 MED30|90390 MED31|51003
## V2 382.9160 163.7129 309.1590 2616.650 110.9801 91.6792
## V3 494.2904 461.1202 182.1642 4213.159 122.8929 117.3246
## MED4|29079 MED6|10001 MED7|9443 MED8|112950 MED9|55090 MEF2A|4205
## V2 307.4357 216.7904 177.1546 681.7352 292.2707 1237.3596
## V3 593.2572 375.7477 114.1925 550.8428 352.9092 861.8325
## MEF2B|100271849 MEF2C|4208 MEF2D|4209 MEFV|4210 MEG3|55384 MEG8|79104
## V2 43.4753 235.4020 4110.746 10.6844 31.3640 0
## V3 75.9489 310.4948 1890.701 10.3317 94.0729 0
## MEGF10|84466 MEGF11|84465 MEGF6|1953 MEGF8|1954 MEGF9|1955 MEI1|150365
## V2 31.0193 1.3786 1150.816 2616.6498 1493.062 29.9853
## V3 93.5291 3.2626 1023.926 686.2425 1024.470 57.0962
## MEIG1|644890 MEIS1|4211 MEIS2|4212 MEIS3P1|4213 MEIS3|56917 MELK|9833
## V2 1.0340 301.2318 32.7426 134.0723 584.5414 264.3533
## V3 2.1751 112.5612 42.9581 276.2371 1114.1925 487.7651
## MEMO1|51072 MEN1|4221 MEOX1|4222 MEOX2|4223 MEP1A|4224 MEP1B|4225
## V2 188.7007 1195.966 67.5531 36.5338 0.3447 0.0000
## V3 564.3556 1941.816 35.8891 17.9445 1.0875 0.5438
## MEPCE|56257 MEPE|56955 MERTK|10461 MESDC1|59274 MESDC2|23184 MESP1|55897
## V2 2096.215 4.4806 115.4607 640.7208 1129.792 16.5436
## V3 2485.046 4.3502 53.2898 1001.0875 1121.805 10.8755
## MESP2|145873 MESTIT1|317751 MEST|4232 METAP1|23173 METAP2|10988
## V2 7.2378 1.034 769.2785 680.3565 1135.306
## V3 9.2442 0.000 1001.6313 611.2017 1107.123
## METRNL|284207 METRN|79006 METT10D|79066 METT11D1|64745 METT5D1|196074
## V2 308.1250 308.125 874.3994 565.2405 408.0760
## V3 855.3562 348.559 756.3893 624.2523 234.9103
## METTL10|399818 METTL11A|28989 METTL11B|149281 METTL12|751071 METTL13|51603
## V2 174.9247 301.0147 0.3447 295.7931 911.9672
## V3 198.2708 683.0995 1.0875 56.1664 1016.3132
## METTL14|57721 METTL1|4234 METTL2A|339175 METTL2B|55798 METTL3|56339
## V2 364.9937 291.5814 487.6922 464.6001 762.8403
## V3 190.8646 480.1523 1467.6455 264.8178 875.2909
## METTL4|64863 METTL5|29081 METTL6|131965 METTL7A|25840 METTL7B|196410
## V2 435.6488 467.1402 198.8681 772.7251 12.0631
## V3 184.8831 441.5824 337.1397 789.5595 27.1887
## METTL8|79828 METTL9|51108 MET|4233 MEX3A|92312 MEX3B|84206 MEX3C|51320
## V2 403.2508 1811.182 31.7086 525.6047 114.7714 803.3997
## V3 215.3344 1677.542 467.1017 311.0386 170.7450 480.1523
## MEX3D|399664 MFAP1|4236 MFAP2|4237 MFAP3L|9848 MFAP3|4238 MFAP4|4239
## V2 702.4147 1024.671 327.7705 23.4368 949.1904 275.3824
## V3 812.3980 1058.184 808.5916 370.3100 607.3953 344.7526
## MFAP5|8076 MFF|56947 MFGE8|4240 MFHAS1|9258 MFI2|4241 MFN1|55669 MFN2|9927
## V2 45.4950 788.5794 831.6617 356.3772 194.3876 665.8808 3656.141
## V3 897.2268 884.1762 1983.1430 217.5095 107.6672 780.8592 2144.644
## MFNG|4242 MFRP|83552 MFSD10|10227 MFSD11|79157 MFSD1|64747 MFSD2A|84879
## V2 113.6064 325.0133 1920.094 320.1191 1887.696 35.8445
## V3 185.4269 796.6286 1766.177 440.0109 1118.543 349.6465
## MFSD2B|388931 MFSD3|113655 MFSD4|148808 MFSD5|84975 MFSD6L|162387
## V2 33.7766 554.2114 78.5822 596.6044 51.6988
## V3 64.7091 510.6036 16.8570 1127.7868 9.7879
## MFSD6|54842 MFSD7|84179 MFSD8|256471 MFSD9|84804 MGAM|8972 MGAT1|4245
## V2 1841.857 371.9041 318.4648 141.9994 165.7809 2771.057
## V3 1596.520 233.3496 356.1718 227.2974 15.7694 3014.682
## MGAT2|4247 MGAT3|4248 MGAT4A|11320 MGAT4B|11282 MGAT4C|25834 MGAT5B|146664
## V2 643.1334 421.8624 2410.544 3638.505 0.3447 2800.0083
## V3 1040.7830 71.7781 1694.943 1995.650 0.5438 104.9483
## MGAT5|4249 MGA|23269 MGC12916|84815 MGC12982|84793 MGC14436|84983
## V2 339.1443 1640.231 1.0340 72.3784 4.8252
## V3 51.6585 194.671 16.3132 66.3404 2.7189
## MGC15885|197003 MGC16025|85009 MGC16121|84848 MGC16142|84849 MGC16275|85001
## V2 0 0.0000 26.1941 19.9902 59.6260
## V3 0 3.8064 27.1887 15.7694 98.9668
## MGC16384|114130 MGC16703|113691 MGC21881|389741 MGC23270|196872
## V2 13.4417 18.9218 68.2424 68.5871
## V3 7.0691 2.5775 70.1468 47.8521
## MGC23284|197187 MGC26647|219557 MGC27382|149047 MGC2752|65996 MGC2889|84789
## V2 67.8978 0.0000 0 903.0061 2.7573
## V3 78.8472 3.8064 0 581.8380 8.1566
## MGC29506|51237 MGC34034|154089 MGC3771|81854 MGC42105|167359 MGC4473|79100
## V2 98.5724 0.0000 38.5018 68.2424 0
## V3 448.0696 0.5438 38.9016 16.8570 0
## MGC45800|90768 MGC57346|401884 MGC70857|414919 MGC72080|389538
## V2 5.5145 397.8190 382.5713 61.7112
## V3 9.7879 79.8804 1703.0995 141.3268
## MGC87042|256227 MGEA5|10724 MGLL|11343 MGMT|4255 MGP|4256 MGRN1|23295
## V2 11.7184 3847.426 1706.406 226.4408 1409.6546 2613.892
## V3 6.5253 3106.580 1127.787 210.4405 742.2512 2345.840
## MGST1|4257 MGST2|4258 MGST3|4259 MIA2|117153 MIA3|375056 MIAT|440823
## V2 12.7524 398.4256 905.0741 0 1437.572 167.9247
## V3 1947.2539 655.2474 2182.7080 0 5656.335 434.7363
## MIA|8190 MIB1|57534 MIB2|142678 MICAL1|64780 MICAL2|9645 MICAL3|57553
## V2 5.8006 1973.516 596.2598 260.2174 4390.264 1030.530
## V3 8.4611 1253.942 383.9043 824.2034 1454.051 1460.033
## MICALCL|84953 MICALL1|85377 MICALL2|79778 MICA|4276 MICB|4277 MID1IP1|58526
## V2 90.9899 468.7360 814.0841 121.6646 108.5675 1680.901
## V3 109.8423 446.4383 1175.0952 591.0821 264.8178 1597.607
## MID1|4281 MID2|11043 MIDN|90007 MIER1|57708 MIER2|54531 MIER3|166968
## V2 22.4028 1283.8541 3171.550 1074.3015 480.7991 1348.6500
## V3 72.8657 276.2371 4184.883 655.7912 640.5655 742.2512
## MIF4GD|57409 MIF|4282 MIIP|60672 MIMT1|100073347 MINA|84864 MINK1|50488
## V2 574.0396 3503.443 448.0565 0.3447 866.5033 1916.045
## V3 950.2828 9884.584 467.1017 0.0000 599.7607 2127.520
## MINPP1|9562 MIOS|54468 MIOX|55586 MIPEP|4285 MIPOL1|145282 MIP|4284
## V2 382.9160 607.6335 0.0000 590.7452 193.3536 1.3786
## V3 320.8265 735.7259 0.5438 526.9168 90.8102 0.0000
## MIR155HG|114614 MIR17HG|407975 MIS12|79003 MITD1|129531 MITF|4286
## V2 5.5145 23.7815 379.1247 128.5577 84.7861
## V3 20.6634 22.2947 367.0473 210.9842 195.7586
## MIXL1|83881 MKI67IP|84365 MKI67|4288 MKKS|8195 MKL1|57591 MKL2|57496
## V2 0.3447 575.5768 2582.873 1040.8696 831.3171 3716.801
## V3 2.1751 532.3437 2285.481 967.3736 1141.3812 1017.944
## MKLN1|4289 MKNK1|8569 MKNK2|2872 MKRN1|23608 MKRN2|23609 MKRN3|7681
## V2 1786.711 644.2121 6238.325 3094.347 450.4691 156.1304
## V3 1437.194 621.0495 3605.220 4744.426 759.1082 123.9804
## MKS1|54903 MKX|283078 MLANA|2315 MLC1|23209 MLEC|9761 MLF1IP|79682 MLF1|4291
## V2 420.4838 2.0680 0.6893 0.0000 8417.602 409.2238 372.9208
## V3 600.3263 3.2626 2.7189 0.5438 3176.727 1112.6482 553.0179
## MLF2|8079 MLH1|4292 MLH3|27030 MLKL|197259 MLL2|8085 MLL3|58508 MLL4|9757
## V2 5275.348 683.4584 548.0075 72.7230 3330.466 4108.678 2440.529
## V3 3910.821 1284.3937 479.6085 177.2703 2336.052 2591.626 1752.583
## MLL5|55904 MLLT10|8028 MLLT11|10962 MLLT1|4298 MLLT3|4300 MLLT4|4301
## V2 2152.477 601.4296 901.9721 2549.786 196.8002 944.0205
## V3 1978.293 425.7749 76.1283 2619.358 352.3654 1991.8434
## MLLT6|4302 MLL|4297 MLNR|2862 MLN|4295 MLPH|79083 MLST8|64223 MLXIPL|51085
## V2 5069.931 2784.8433 0.0000 0 6067.029 1084.8895 23.0921
## V3 15411.093 803.6977 1.0875 0 17575.313 968.9886 59.2713
## MLXIP|22877 MLX|6945 MLYCD|23417 MMAA|166785 MMAB|326625 MMACHC|25974
## V2 670.7061 1367.0789 357.4112 211.2759 427.3769 279.5183
## V3 551.9304 918.3959 247.4171 164.7635 911.9086 85.9163
## MMADHC|27249 MMD2|221938 MMD|23531 MMEL1|79258 MME|4311 MMGT1|93380
## V2 1235.257 0 106.4996 38.8775 16.5436 736.1912
## V3 1234.367 0 596.5198 13.6052 210.4405 272.4307
## MMP10|4319 MMP11|4320 MMP12|4321 MMP13|4322 MMP14|4323 MMP15|4324 MMP16|4325
## V2 2.4126 11505.401 0.6893 54.4561 5832.317 1175.976 92.7132
## V3 109.2985 9584.557 1.6313 262.6427 11187.058 1140.837 32.6264
## MMP17|4326 MMP19|4327 MMP1|4312 MMP20|9313 MMP21|118856 MMP23A|8511
## V2 91.6792 160.9557 8.9611 0 1.3786 0
## V3 300.1631 396.4111 128.8744 0 3.8064 0
## MMP23B|8510 MMP24|10893 MMP25|64386 MMP26|56547 MMP27|64066 MMP28|79148
## V2 33.0872 1263.5192 14.3585 0.6893 0.0000 107.5336
## V3 41.3268 529.0919 525.2094 0.0000 0.5438 56.0087
## MMP2|4313 MMP3|4314 MMP7|4316 MMP8|4317 MMP9|4318 MMRN1|22915 MMRN2|79812
## V2 1917.337 0.6893 89.9560 0.6893 479.0758 107.8782 375.3335
## V3 12848.287 127.2431 151.7129 1.0875 2176.1827 34.8015 475.2583
## MMS19|64210 MN1|4330 MNAT1|4331 MND1|84057 MNDA|4332 MNS1|55329 MNT|4335
## V2 1037.7677 60.6600 198.1788 64.4512 69.2764 72.3784 1022.6027
## V3 982.0555 181.0767 940.1849 97.3355 184.3393 60.9027 649.2659
## MNX1|3110 MOAP1|64112 MOB2|81532 MOBKL1A|92597 MOBKL1B|55233 MOBKL2A|126308
## V2 14.8203 1000.545 520.4348 515.9543 435.9934 1227.330
## V3 220.2284 1030.995 808.0479 270.7993 569.8749 1190.865
## MOBKL2B|79817 MOBKL2C|148932 MOBKL3|25843 MOBP|4336 MOCOS|55034 MOCS1|4337
## V2 34.1212 347.3713 766.5212 0.6893 245.7417 252.4074
## V3 72.8657 349.0430 656.3350 45.1332 52.7461 266.0685
## MOCS2|4338 MOCS3|27304 MOGAT1|116255 MOGAT2|80168 MOGAT3|346606 MOGS|7841
## V2 647.2693 350.1734 0.6893 3.1019 0 1607.489
## V3 789.5595 539.9674 0.0000 0.5438 0 2402.936
## MOG|4340 MON1A|84315 MON1B|22879 MON2|23041 MORC1|27136 MORC2|22880
## V2 0 238.1592 906.4527 1012.6076 0 1235.602
## V3 0 224.0348 596.5198 980.4241 0 1904.840
## MORC3|23515 MORC4|79710 MORF4L1|10933 MORF4L2|9643 MORF4|10934 MORN1|79906
## V2 1035.6998 709.6525 3109.857 7393.621 3.4466 166.4702
## V3 437.1941 460.5764 3391.517 3048.940 2.1751 137.0310
## MORN2|729967 MORN3|283385 MORN4|118812 MORN5|254956 MOSC1|64757 MOSC2|54996
## V2 183.7032 14.8203 258.4941 1.0340 180.9459 407.7314
## V3 256.6612 2.1751 129.9619 0.5438 163.6759 171.2887
## MOSPD1|56180 MOSPD2|158747 MOSPD3|64598 MOS|4342 MOV10L1|54456 MOV10|4343
## V2 241.2612 435.3041 344.6588 0 5.1699 1273.170
## V3 128.3306 352.9092 655.7912 0 1.0875 1502.447
## MOXD1|26002 MPDU1|9526 MPDZ|8777 MPEG1|219972 MPG|4350 MPHOSPH10|10199
## V2 118.2180 1055.007 588.6773 223.3389 741.7058 680.3565
## V3 46.2208 1558.467 370.8537 581.2942 1231.6476 1255.5737
## MPHOSPH6|10200 MPHOSPH8|54737 MPHOSPH9|10198 MPI|4351 MPL|4352 MPND|84954
## V2 188.5284 942.9865 253.6689 745.497 10.6844 363.9597
## V3 1335.5084 563.8934 294.7254 1387.711 16.8570 548.1240
## MPO|4353 MPP1|4354 MPP2|4355 MPP3|4356 MPP4|58538 MPP5|64398 MPP6|51678
## V2 0.3447 511.1290 292.6153 406.6974 2.7573 352.2413 39.6358
## V3 3.2626 243.0669 45.6770 124.5242 8.7004 511.6911 3.8064
## MPP7|143098 MPPE1|65258 MPPED1|758 MPPED2|744 MPRIP|23164 MPST|4357
## V2 326.0472 748.5990 7.9272 21.0242 1823.590 684.1478
## V3 436.6504 464.9266 0.0000 9.7879 1750.408 580.7504
## MPV17L2|84769 MPV17L|255027 MPV17|4358 MPZL1|9019 MPZL2|10205 MPZL3|196264
## V2 207.140 387.0519 498.032 1698.479 33.0872 48.9416
## V3 444.807 64.1653 1313.757 2809.135 355.6281 19.5759
## MPZ|4359 MR1|3140 MRAP2|112609 MRAP|56246 MRAS|22808 MRC1|4360 MRC2|9902
## V2 23.0921 118.5626 21.3688 0 379.8140 39.6358 1403.451
## V3 29.3638 141.3812 2.1751 0 397.4986 56.0087 5206.634
## MRE11A|4361 MREG|55686 MRFAP1L1|114932 MRFAP1|93621 MRGPRD|116512
## V2 537.3231 1053.3222 1230.087 5743.395 0.0000
## V3 597.0636 532.8004 1174.008 5058.728 1.6313
## MRGPRE|116534 MRGPRF|116535 MRGPRG|386746 MRGPRX1|259249 MRGPRX2|117194
## V2 97.5384 57.2134 0 0 0
## V3 0.5438 111.4736 0 0 0
## MRGPRX3|117195 MRGPRX4|117196 MRI1|84245 MRM1|79922 MRO|83876 MRP63|78988
## V2 0.6893 0 644.5120 226.4408 14.8203 838.4481
## V3 1.0875 0 693.8554 322.4579 18.4883 875.8129
## MRPL10|124995 MRPL11|65003 MRPL12|6182 MRPL13|28998 MRPL14|64928
## V2 810.6375 1183.9031 833.0404 515.9543 793.7493
## V3 924.4154 616.0957 1707.4497 540.5111 950.5166
## MRPL15|29088 MRPL16|54948 MRPL17|63875 MRPL18|29074 MRPL19|9801 MRPL1|65008
## V2 711.0312 493.2068 1152.194 380.8480 1069.821 330.5278
## V3 823.8173 708.5372 1240.892 939.6411 1374.660 178.9016
## MRPL20|55052 MRPL21|219927 MRPL22|29093 MRPL23|6150 MRPL24|79590
## V2 1364.7697 343.6248 528.0173 695.1768 2436.049
## V3 905.6661 388.7983 294.1816 1202.2838 2272.974
## MRPL27|51264 MRPL28|10573 MRPL2|51069 MRPL30|51263 MRPL32|64983 MRPL33|9553
## V2 671.3954 511.4737 421.1731 680.4668 735.5019 355.6879
## V3 4918.4339 1718.8690 628.0587 528.6949 972.8113 525.8293
## MRPL34|64981 MRPL35|51318 MRPL36|64979 MRPL37|51253 MRPL38|64978
## V2 773.0697 726.5408 333.2851 1914.235 846.6165
## V3 667.7542 887.9826 426.8624 1072.322 1883.3388
## MRPL39|54148 MRPL3|11222 MRPL40|64976 MRPL41|64975 MRPL42P5|359821
## V2 582.8181 1658.843 373.2655 482.1777 15.9474
## V3 211.5280 1649.810 884.7200 2125.0680 1.8815
## MRPL42|28977 MRPL43|84545 MRPL44|65080 MRPL45|84311 MRPL46|26589
## V2 423.2410 901.2966 444.6099 830.2831 320.1880
## V3 335.5084 1036.0576 467.1017 6538.3361 408.3741
## MRPL47|57129 MRPL48|51642 MRPL49|740 MRPL4|51073 MRPL50|54534 MRPL51|51258
## V2 428.0663 477.6971 1284.888 1380.703 235.0573 1530.630
## V3 633.4965 415.4432 1845.568 1127.243 237.0854 1969.005
## MRPL52|122704 MRPL53|116540 MRPL54|116541 MRPL55|128308 MRPL9|65005
## V2 361.8918 443.2312 507.6824 484.5903 662.5859
## V3 690.0489 1489.2333 862.9690 1010.8755 1209.2387
## MRPS10|55173 MRPS11|64963 MRPS12|6183 MRPS14|63931 MRPS15|64960 MRPS16|51021
## V2 922.3070 576.2696 537.0887 267.7999 1042.593 1286.766
## V3 829.7988 721.5878 600.8700 193.5835 1169.657 1400.283
## MRPS17|51373 MRPS18A|55168 MRPS18B|28973 MRPS18C|51023 MRPS21|54460
## V2 246.4483 554.5560 1100.840 140.3623 4328.570
## V3 210.0979 989.1245 3450.245 207.3573 1290.919
## MRPS22|56945 MRPS23|51649 MRPS24|64951 MRPS25|64432 MRPS26|64949
## V2 401.8722 693.1089 885.0839 849.1807 1687.450
## V3 547.5802 1519.8477 1331.1582 926.4709 1862.425
## MRPS27|23107 MRPS28|28957 MRPS2|51116 MRPS30|10884 MRPS31|10240 MRPS33|51650
## V2 2194.4427 173.0773 806.9566 2974.4056 249.1883 518.0222
## V3 679.7172 333.0778 1379.3692 253.9424 177.8140 678.6297
## MRPS34|65993 MRPS35|60488 MRPS36|92259 MRPS5|64969 MRPS6|64968 MRPS7|51081
## V2 1672.974 1182.869 293.9940 467.0127 699.7401 1065.502
## V3 2350.734 1077.216 492.6591 1003.8064 427.7270 1647.325
## MRPS9|64965 MRRF|92399 MRS2P2|729633 MRS2|57380 MRTO4|51154 MRVI1|10335
## V2 323.29 363.6151 4.1359 877.8460 954.3603 590.7452
## V3 485.59 614.4644 0.5438 657.9663 575.3127 297.4443
## MS4A10|341116 MS4A12|54860 MS4A13|503497 MS4A14|84689 MS4A15|219995
## V2 0.0000 0 0 26.5939 13.7864
## V3 1.0875 0 0 79.5269 3.8064
## MS4A1|931 MS4A2|2206 MS4A3|932 MS4A4A|51338 MS4A5|64232 MS4A6A|64231
## V2 78.2376 20.6795 2.068 61.0046 2.4126 305.0231
## V3 100.5982 16.3132 0.000 88.6351 0.0000 526.3730
## MS4A6E|245802 MS4A7|58475 MS4A8B|83661 MSC|9242 MSGN1|343930 MSH2|4436
## V2 0.3447 348.3949 377.4014 120.5341 0 981.5883
## V3 0.0000 440.8646 1.6313 171.6585 0 849.3747
## MSH3|4437 MSH4|4438 MSH5|4439 MSH6|2956 MSI1|4440 MSI2|124540 MSL1|339287
## V2 627.4617 1.0340 294.4351 1814.973 23.4368 268.4892 2878.246
## V3 243.1267 0.5438 739.6574 1928.766 238.1729 746.0576 1410.549
## MSL2|55167 MSL3L2|151507 MSL3|10943 MSLNL|401827 MSLN|10232 MSMB|4477
## V2 1127.0343 153.7178 325.3579 6.2039 8.2718 51.0095
## V3 821.0984 11.9630 773.7901 0.0000 1.6313 100.5982
## MSMP|692094 MSN|4478 MSR1|4481 MSRA|4482 MSRB2|22921 MSRB3|253827
## V2 42.393 8145.667 437.3720 81.6841 523.5368 423.2410
## V3 16.857 3953.779 541.0549 70.1468 344.2088 457.3138
## MST1P2|11209 MST1P9|11223 MST1R|4486 MST1|4485 MST4|51765 MSTN|2660
## V2 310.8823 26.5387 1463.421 87.5433 721.7156 1.0340
## V3 109.2985 53.2898 1081.022 122.3491 90.8102 78.3034
## MSTO1|55154 MSTO2P|100129405 MSX1|4487 MSX2P1|55545 MSX2|4488 MT1A|4489
## V2 489.2053 207.9740 36.8785 2.0680 106.8442 10.3398
## V3 744.9810 126.1338 52.2023 2.1751 136.4872 0.0000
## MT1B|4490 MT1DP|326343 MT1E|4493 MT1F|4494 MT1G|4495 MT1H|4496 MT1IP|644314
## V2 0 3.4466 1040.5250 210.5865 1081.8840 0.0000 0
## V3 0 15.2257 295.8129 122.8929 36.4328 0.5438 0
## MT1L|4500 MT1M|4499 MT1X|4501 MT2A|4502 MT3|4504 MT4|84560 MTA1|9112
## V2 117.5287 6.5485 242.9845 1983.856 15.5096 0 1167.359
## V3 7.0691 5.9815 210.4405 3078.847 2.1751 0 1617.727
## MTA2|9219 MTA3|57504 MTAP|4507 MTBP|27085 MTCH1|23787 MTCH2|23788
## V2 3728.864 1069.821 605.4277 126.8344 3618.918 1985.235
## V3 2948.341 1838.499 208.2654 107.1234 5659.054 1817.292
## MTCP1NB|100272147 MTCP1|4515 MTDH|92140 MTERFD1|51001 MTERFD2|130916
## V2 280.3627 49.4758 5070.276 389.8091 343.9695
## V3 202.9309 24.9103 2418.162 302.3382 228.9288
## MTERFD3|80298 MTERF|7978 MTF1|4520 MTF2|22823 MTFMT|123263 MTFR1|9650
## V2 668.2935 232.9894 845.7927 455.6390 317.7754 435.6832
## V3 403.4802 196.3023 271.8869 298.5318 361.6096 577.7488
## MTG1|92170 MTHFD1L|25902 MTHFD1|4522 MTHFD2L|441024 MTHFD2|10797 MTHFR|4524
## V2 268.4892 139.9315 1128.754 603.8112 1255.247 2246.9825
## V3 415.4432 249.5922 1630.604 105.1659 3473.627 454.0892
## MTHFSD|64779 MTHFS|10588 MTIF2|4528 MTIF3|219402 MTL5|9633 MTM1|4534
## V2 537.6678 410.4887 622.4538 587.9880 499.7553 351.5520
## V3 285.4812 407.8303 778.6841 591.0821 641.1093 164.2197
## MTMR10|54893 MTMR11|10903 MTMR12|54545 MTMR14|64419 MTMR15|22909 MTMR1|8776
## V2 716.3148 1270.4124 1242.150 571.0997 1357.4974 680.7012
## V3 369.2170 163.1321 1281.131 1210.9842 323.5508 501.9032
## MTMR2|8898 MTMR3|8897 MTMR4|9110 MTMR6|9107 MTMR7|9108 MTMR8|55613
## V2 573.8569 1684.348 1517.188 779.2736 748.2405 0.0000
## V3 348.0152 2267.537 2017.401 477.9772 48.1512 2.1751
## MTMR9L|339483 MTMR9|66036 MTNR1A|4543 MTNR1B|4544 MTO1|25821 MTOR|2475
## V2 61.0046 442.1835 0 1.0340 169.9168 2346.437
## V3 96.7917 287.6291 0 0.5438 222.9473 1234.367
## MTP18|51537 MTPAP|55149 MTRF1L|54516 MTRF1|9617 MTRR|4552 MTR|4548
## V2 143.6331 547.6422 99.9511 66.5192 589.0219 1375.1887
## V3 272.0663 308.2110 199.5650 66.8842 354.5405 743.3388
## MTSS1L|92154 MTSS1|9788 MTTP|4547 MTUS1|57509 MTUS2|23281 MTVR2|246754
## V2 2229.253 4879.680 3.7912 1337.621 5.5145 0.6893
## V3 1859.706 6549.206 0.0000 1407.287 3.2626 3.8064
## MTX1|4580 MTX2|10651 MTX3|345778 MUC12|10071 MUC13|56667 MUC15|143662
## V2 492.2727 607.9782 1038.1124 0.3447 0.0000 1.3786
## V3 1624.5949 596.5198 379.0103 2.1751 83.1974 97.8793
## MUC16|94025 MUC17|140453 MUC1|4582 MUC20|200958 MUC21|394263 MUC2|4583
## V2 0.3447 0 11713.919 64.7959 0.3447 1.3786
## V3 18.4883 0 3105.492 356.1718 0.5438 11.9630
## MUC4|4585 MUC5B|727897 MUC6|4588 MUC7|4589 MUCL1|118430 MUDENG|55745
## V2 2.7573 1607.1441 5.8592 0 315.7075 509.0611
## V3 26.1011 2.7189 3.2626 0 157.1506 847.7433
## MUL1|79594 MUM1L1|139221 MUM1|84939 MURC|347273 MUS81|80198 MUSK|4593
## V2 844.0695 280.8969 1037.0784 6.2039 494.2408 0.3447
## V3 733.0071 21.7510 849.9184 17.9445 661.7727 0.0000
## MUSTN1|389125 MUTED|63915 MUTYH|4595 MUT|4594 MVD|4597 MVK|4598 MVP|9961
## V2 32.3738 307.4357 297.4302 1466.8679 532.1532 274.0038 2683.169
## V3 12.5068 251.2235 131.3594 836.3241 911.3649 888.5264 5138.118
## MX1|4599 MX2|4600 MXD1|4084 MXD3|83463 MXD4|10608 MXI1|4601 MXRA5|25878
## V2 1461.009 186.8051 530.0853 420.1460 1001.578 634.8616 1638.853
## V3 1853.725 380.0979 640.0218 644.5024 1746.601 369.2224 5783.034
## MXRA7|439921 MXRA8|54587 MYADML2|255275 MYADML|151325 MYADM|91663
## V2 1314.529 1286.956 11.3737 0 3432.802
## V3 3087.548 2064.165 4.8940 0 2085.372
## MYBBP1A|10514 MYBL1|4603 MYBL2|4605 MYBPC1|4604 MYBPC2|4606 MYBPC3|4607
## V2 1638.722 717.2350 749.9776 0.3447 0.3447 0.3447
## V3 1247.673 189.7771 4292.5503 1.6313 0.0000 1.6313
## MYBPHL|343263 MYBPH|4608 MYB|4602 MYCBP2|23077 MYCBPAP|84073 MYCBP|26292
## V2 0 1.0340 1558.8919 1375.189 111.6695 988.4815
## V3 0 1.0875 457.3138 1133.225 92.9853 437.7379
## MYCL1|4610 MYCNOS|10408 MYCN|4613 MYCT1|80177 MYC|4609 MYD88|4615
## V2 17.2329 0.0000 8.2718 109.9462 2223.7387 799.9531
## V3 159.3257 7.6128 384.9918 106.5797 176.7265 2455.1387
## MYEF2|50804 MYEOV2|150678 MYEOV|26579 MYF5|4617 MYF6|4618 MYH10|4628
## V2 1396.241 886.1178 2.7573 0 0 2086.909
## V3 643.453 591.0821 11.4192 0 0 1536.705
## MYH11|4629 MYH13|8735 MYH14|79784 MYH15|22989 MYH16|84176 MYH1|4619
## V2 511.3151 0.3447 4694.598 12.7524 0.3447 0.0000
## V3 226.6286 0.5438 6612.289 50.5710 0.0000 2.1751
## MYH2|4620 MYH3|4621 MYH4|4622 MYH6|4624 MYH7B|57644 MYH7|4625 MYH8|4626
## V2 0 6.2039 0.0000 0.6893 25.1601 0 0.0000
## V3 0 145.1876 0.5438 0.0000 38.6079 0 1.0875
## MYH9|4627 MYL10|93408 MYL12A|10627 MYL12B|103910 MYL1|4632 MYL2|4633
## V2 22482.44 0 4453.337 6302.776 0 0.3447
## V3 27203.92 0 4270.256 4483.415 0 0.5438
## MYL3|4634 MYL4|4635 MYL5|4636 MYL6B|140465 MYL6|4637 MYL7|58498 MYL9|10398
## V2 0.0000 21.3688 236.6255 281.2416 8923.217 0 1858.745
## V3 2.7189 3.2626 177.4008 439.3692 15074.497 0 4109.842
## MYLIP|29116 MYLK2|85366 MYLK3|91807 MYLK4|340156 MYLK|4638 MYLPF|29895
## V2 658.2984 12.0631 3.4466 36.8785 1254.703 1.7233
## V3 956.4981 10.3317 8.1566 11.9630 1431.506 0.0000
## MYNN|55892 MYO10|4651 MYO15A|51168 MYO15B|80022 MYO16|23026 MYO18A|399687
## V2 543.1823 647.9586 18.6116 1581.295 7.5825 2903.213
## V3 387.1669 2289.2877 152.8004 1915.715 3.2626 3757.346
## MYO18B|84700 MYO19|80179 MYO1A|4640 MYO1B|4430 MYO1C|4641 MYO1D|4642
## V2 45.4950 1800.422 0.6893 1810.493 9255.468 3349.050
## V3 2.7189 1350.381 5.9815 2037.520 8713.431 3220.228
## MYO1E|4643 MYO1F|4542 MYO1G|64005 MYO1H|283446 MYO3A|53904 MYO3B|140469
## V2 329.8385 230.9214 54.4561 1.0340 3.7912 1.7233
## V3 1300.1631 585.1006 309.9511 2.7189 3.2626 2.1751
## MYO5A|4644 MYO5B|4645 MYO5C|55930 MYO6|4646 MYO7A|4647 MYO7B|4648 MYO9A|4649
## V2 1874.255 2577.703 1864.856 5427.342 34.1212 5.5145 557.3133
## V3 2200.653 1274.062 2032.507 3035.345 154.4318 10.8755 345.2964
## MYO9B|4650 MYOCD|93649 MYOC|4653 MYOD1|4654 MYOF|26509 MYOG|4656 MYOM1|8736
## V2 2157.220 8.9611 0.0000 0 4743.884 8.2718 29.2960
## V3 2731.919 3.2626 2.7189 0 2374.660 0.5438 23.3823
## MYOM2|9172 MYOM3|127294 MYOT|9499 MYOZ1|58529 MYOZ2|51778 MYOZ3|91977
## V2 7.9272 12.0631 1.3786 6.5485 0.0000 13.0970
## V3 15.2257 10.3317 0.0000 5.9815 13.5943 9.7879
## MYPN|84665 MYPOP|339344 MYRIP|25924 MYSM1|114803 MYST1|84148 MYST2|11143
## V2 0.0000 257.8048 71.6890 277.1057 589.7112 1518.911
## V3 0.5438 401.3051 33.1702 87.0038 1270.2556 3490.484
## MYST3|7994 MYST4|23522 MYT1L|23040 MYT1|4661 MZF1|7593 N4BP1|9683
## V2 2379.524 1164.2575 0.6893 2010.3949 879.0661 1527.1832
## V3 1740.076 724.3067 81.0223 462.7515 877.4497 940.7287
## N4BP2L1|90634 N4BP2L2|10443 N4BP2|55728 N4BP3|23138 N6AMT1|29104
## V2 237.1253 1207.3399 118.5626 1762.5852 522.8474
## V3 122.8929 816.2045 133.2246 434.4753 117.9989
## N6AMT2|221143 NAA10|8260 NAA11|84779 NAA15|80155 NAA16|79612 NAA20|51126
## V2 127.8684 996.7533 0.3447 1007.093 216.7904 1697.445
## V3 73.9532 848.8309 0.0000 978.249 204.4589 1612.289
## NAA25|80018 NAA30|122830 NAA35|60560 NAA38|51691 NAA40|79829 NAA50|80218
## V2 520.0902 559.0366 321.9113 355.6879 435.3041 2648.703
## V3 612.2893 620.4459 405.6552 445.8945 927.1343 1725.394
## NAAA|27163 NAALAD2|10003 NAALADL1|10004 NAALADL2|254827 NAB1|4664 NAB2|4665
## V2 2050.3753 7.5825 19.3009 158.1984 380.8480 393.9450
## V3 383.9043 14.1381 41.8706 439.3692 637.3029 543.7738
## NACA2|342538 NACAD|23148 NACAP1|83955 NACA|4666 NACC1|112939 NACC2|138151
## V2 75.1356 19.3009 56.8687 7651.426 2701.780 90.9899
## V3 104.4046 29.9076 91.3540 8346.928 3742.795 45.1332
## NADK|65220 NADSYN1|55191 NAE1|8883 NAF1|92345 NAGA|4668 NAGK|55577
## V2 1483.4116 2573.912 1292.1259 237.4699 1297.292 803.7444
## V3 615.5519 1127.243 638.3904 115.8238 1094.617 3686.7863
## NAGLU|4669 NAGPA|51172 NAGS|162417 NAIF1|203245 NAIP|4671 NALCN|259232
## V2 777.2056 290.5474 235.0573 220.2370 189.2177 2.0680
## V3 848.2871 226.2099 21.7510 238.7167 94.6166 17.4008
## NAMPT|10135 NANOG|79923 NANOS1|340719 NANOS2|339345 NANOS3|342977
## V2 1129.792 1.7233 125.1112 0.3447 102.0190
## V3 2090.266 0.5438 263.7303 1.6313 5.9815
## NANP|140838 NANS|54187 NAP1L1|4673 NAP1L2|4674 NAP1L3|4675 NAP1L4|4676
## V2 237.1253 715.8564 5373.231 5.1699 41.3591 2806.212
## V3 385.5356 2986.1229 3359.978 3.2626 38.0642 4458.401
## NAP1L5|266812 NAP1L6|645996 NAPA|8775 NAPB|63908 NAPEPLD|222236 NAPG|8774
## V2 147.5140 0.3447 3684.751 1081.8840 585.7580 1016.3989
## V3 81.5661 1.0875 5254.818 236.5416 369.4399 435.5628
## NAPRT1|93100 NAPSA|9476 NAPSB|256236 NARFL|64428 NARF|26502 NARG2|79664
## V2 91.3346 10.6844 100.6404 928.5109 687.939 1201.481
## V3 2182.7080 21.2072 327.3518 1301.2507 1725.394 1579.663
## NARS2|79731 NARS|4677 NASP|4678 NAT10|55226 NAT14|57106 NAT15|79903
## V2 295.0280 3765.398 2544.271 2104.487 458.3962 1438.951
## V3 227.8412 1307.776 1598.695 1183.252 444.2632 1889.070
## NAT1|9 NAT2|10 NAT6|24142 NAT8B|51471 NAT8L|339983 NAT8|9027 NAT9|26151
## V2 8014.6963 10.6844 138.0945 0.0000 215.7564 2.0680 504.5805
## V3 571.5063 85.3725 167.9772 3.8064 28.2762 4.3502 735.1822
## NAV1|89796 NAV2|89797 NAV3|89795 NBAS|51594 NBEAL1|65065 NBEAL2|23218
## V2 3326.3023 2465.7030 135.4509 967.1127 180.9459 2131.37
## V3 898.3143 158.0587 40.2393 1077.7597 94.0729 2547.58
## NBEA|26960 NBL1|4681 NBLA00301|79804 NBN|4683 NBPF10|100132406 NBPF14|25832
## V2 402.2168 1212.854 0.6893 1925.609 1543.413 513.2073
## V3 319.1952 2916.259 6.5253 1016.313 1403.507 237.7760
## NBPF15|284565 NBPF16|728936 NBPF1|55672 NBPF22P|285622 NBPF3|84224
## V2 518.3427 380.8480 1034.6658 10.6844 458.0516
## V3 56.1555 39.1517 525.2855 0.0000 216.4220
## NBPF4|148545 NBPF6|653149 NBPF7|343505 NBPF9|400818 NBR1|4077 NBR2|10230
## V2 416.0032 33.7766 5.1699 679.5018 4945.165 228.5088
## V3 0.0000 0.0000 1.0875 239.9402 2143.556 138.6623
## NCALD|83988 NCAM1|4684 NCAM2|4685 NCAN|1463 NCAPD2|9918 NCAPD3|23310
## V2 1480.3096 4.8252 90.9899 1.7233 2077.259 1040.1803
## V3 564.4372 28.8200 1199.0212 7.6128 2816.748 471.9956
## NCAPG2|54892 NCAPG|64151 NCAPH2|29781 NCAPH|23397 NCBP1|4686 NCBP2|22916
## V2 961.5981 444.2135 667.9488 258.8388 946.2332 1522.013
## V3 862.9690 552.7189 924.9592 876.0196 987.9608 1893.964
## NCCRP1|342897 NCDN|23154 NCEH1|57552 NCF1B|654816 NCF1C|654817 NCF1|653361
## V2 9.3058 1997.6081 453.9157 11.3737 8.2718 63.0726
## V3 13.0506 823.8173 1150.0816 54.3774 77.2159 181.0767
## NCF2|4688 NCF4|4689 NCK1|4690 NCK2|8440 NCKAP1L|3071 NCKAP1|10787
## V2 98.5724 69.2764 443.9206 437.7167 178.8779 4043.193
## V3 302.3382 203.9152 436.1066 982.5992 488.3089 2976.074
## NCKAP5L|57701 NCKAP5|344148 NCKIPSD|51517 NCLN|56926 NCL|4691 NCOA1|8648
## V2 413.2459 163.0236 763.764 1806.357 11218.99 1309.014
## V3 551.3866 399.6737 610.658 2383.904 12486.68 1790.103
## NCOA2|10499 NCOA3|8202 NCOA4|8031 NCOA5|57727 NCOA6|23054 NCOA7|135112
## V2 959.5302 1396.213 5002.378 1532.008 2410.544 177.1546
## V3 703.6433 2808.592 1904.296 1328.983 1950.517 310.4948
## NCOR1|9611 NCOR2|9612 NCR1|9437 NCR2|9436 NCR3|259197 NCRNA00028|140875
## V2 2878.590 5111.635 0.0000 0 1.3786 0
## V3 1373.029 3506.797 1.0875 0 12.5068 0
## NCRNA00029|100144596 NCRNA00032|158035 NCRNA00051|619434 NCRNA00052|145978
## V2 0 0 0.3447 19.3009
## V3 0 0 1.0875 1.6313
## NCRNA00081|92482 NCRNA00085|147650 NCRNA00086|399668 NCRNA00087|644596
## V2 187.7805 101.5985 89.2666 35.4999
## V3 126.2153 88.0479 11.4192 36.4328
## NCRNA00092|100188953 NCRNA00093|100188954 NCRNA00094|266655
## V2 0 0.7341 1198.1857
## V3 0 1.7564 908.0859
## NCRNA00095|283932 NCRNA00099|359822 NCRNA00105|80161 NCRNA00107|283981
## V2 119.5966 0 82.1563 8.2718
## V3 464.9266 0 69.6030 30.9951
## NCRNA00110|642976 NCRNA00111|54090 NCRNA00112|54089 NCRNA00113|54088
## V2 0.3447 0.3447 0.3447 0
## V3 0.0000 0.5438 0.0000 0
## NCRNA00114|400866 NCRNA00115|79854 NCRNA00116|205251 NCRNA00119|348808
## V2 0 38.6018 110.6355 1.7233
## V3 0 36.4328 332.2458 0.5438
## NCRNA00120|55389 NCRNA00152|112597 NCRNA00157|54075 NCRNA00158|54072
## V2 8.2718 256.4262 0 0.0000
## V3 17.4008 780.3154 0 7.0691
## NCRNA00159|54070 NCRNA00160|54064 NCRNA00161|118421 NCRNA00162|378825
## V2 0.0000 7.9272 0.3447 0
## V3 0.5438 2.1751 1.0875 0
## NCRNA00164|554226 NCRNA00167|440072 NCRNA00169|400508 NCRNA00171|80862
## V2 0 3.4466 1.7233 36.6166
## V3 0 1.6313 2.1751 36.2860
## NCRNA00173|100287569 NCRNA00174|285908 NCRNA00175|378832 NCRNA00176|284739
## V2 45.4950 182.6692 0 221.6156
## V3 1.6313 345.8401 0 288.2001
## NCRNA00181|503538 NCRNA00182|100302692 NCRNA00183|554203 NCRNA00185|55410
## V2 147.5553 42.7377 278.1397 0
## V3 288.8635 21.7510 141.9250 0
## NCRNA00188|125144 NCRNA00189|193629 NCRNA00200|399706 NCRNA00201|284702
## V2 2938.906 0 0.0000 1493.2412
## V3 1452.964 0 129.4182 829.6683
## NCRNA00202|387644 NCRNA00203|319085 NCRNA00204B|286967 NCRNA00207|388910
## V2 3.4466 1.0340 7.2378 0
## V3 175.6389 1.0875 4.3502 0
## NCRNA00219|114915 NCRNA00230B|401629 NCRNA00235|64493 NCS1|23413 NCSTN|23385
## V2 284.3435 0 5.8592 718.6136 3411.754
## V3 120.7178 0 7.6128 340.4024 2232.333
## NDC80|10403 NDE1|54820 NDEL1|81565 NDFIP1|80762 NDFIP2|54602 NDNL2|56160
## V2 353.9646 1144.0812 676.9099 3510.005 678.9779 422.2071
## V3 293.6378 595.5574 852.6373 1710.169 386.6232 166.3948
## NDN|4692 NDOR1|27158 NDP|4693 NDRG1|10397 NDRG2|57447 NDRG3|57446
## V2 119.2520 846.4821 52.3881 1004.336 426.3430 2030.041
## V3 221.8597 2215.3344 3.8064 4152.257 652.5285 1950.517
## NDRG4|65009 NDST1|3340 NDST2|8509 NDST3|9348 NDST4|64579 NDUFA10|4705
## V2 127.5238 4576.725 737.9145 5.5145 739.6378 1596.804
## V3 222.9473 1358.891 430.1251 1.0875 0.0000 1860.250
## NDUFA11|126328 NDUFA12|55967 NDUFA13|51079 NDUFA1|4694 NDUFA2|4695
## V2 1049.831 429.7896 2749.305 1538.9016 1116.35
## V3 2079.576 785.7531 2968.635 986.4057 1057.64
## NDUFA3|4696 NDUFA4L2|56901 NDUFA4|4697 NDUFA5|4698 NDUFA6|4700 NDUFA7|4701
## V2 220.9263 169.9168 3169.138 1376.912 874.7441 777.2056
## V3 1235.9978 221.8597 2560.087 1274.062 1151.7129 713.4312
## NDUFA8|4702 NDUFA9|4704 NDUFAB1|4706 NDUFAF1|51103 NDUFAF2|91942
## V2 624.1771 883.7052 925.4089 552.8328 155.0965
## V3 1614.4644 1279.4997 1454.0511 156.6069 111.4736
## NDUFAF3|25915 NDUFAF4|29078 NDUFB10|4716 NDUFB11|54539 NDUFB1|4707
## V2 1291.781 105.4656 1418.271 1661.600 532.8425
## V3 2162.588 70.6906 2358.347 3866.775 1240.3480
## NDUFB2|4708 NDUFB3|4709 NDUFB4|4710 NDUFB5|4711 NDUFB6|4712 NDUFB7|4713
## V2 1449.959 424.9643 1529.596 903.0061 528.7066 1178.044
## V3 2114.171 668.2980 2977.705 1120.1740 603.5889 2172.376
## NDUFB8|4714 NDUFB9|4715 NDUFC1|4717 NDUFC2|4718 NDUFS1|4719 NDUFS2|4720
## V2 802.7828 1348.650 475.9738 1948.356 1002.2679 2083.463
## V3 1548.6351 3754.764 725.9380 2560.631 978.7928 2862.969
## NDUFS3|4722 NDUFS4|4724 NDUFS5|4725 NDUFS6|4726 NDUFS7|374291 NDUFS8|4728
## V2 1135.537 511.8184 1685.726 748.9436 1012.621 4234.478
## V3 1753.817 550.2991 1051.115 1184.8831 1410.375 1861.338
## NDUFV1|4723 NDUFV2|4729 NDUFV3|4731 NEAT1|283131 NEBL|10529 NEB|4703
## V2 6134.927 1806.701 951.9477 26281.61 4171.061 7.2378
## V3 2367.047 1178.902 675.9108 23856.44 1762.371 17.4008
## NECAB1|64168 NECAB2|54550 NECAB3|63941 NECAP1|25977 NECAP2|55707
## V2 225.4069 1.3786 1417.582 1044.3162 958.1515
## V3 13.5943 4.8940 1237.586 782.4905 1058.7276
## NEDD1|121441 NEDD4L|23327 NEDD4|4734 NEDD8|4738 NEDD9|4739 NEFH|4744
## V2 551.1095 1585.7752 615.2160 1144.612 215.7564 17.9223
## V3 456.7700 508.4285 904.2958 1920.065 922.7841 29.9076
## NEFL|4747 NEFM|4741 NEGR1|257194 NEIL1|79661 NEIL2|252969 NEIL3|55247
## V2 0.3447 6.2039 232.3000 524.2261 583.1627 80.9948
## V3 0.0000 23.3823 27.1887 489.9402 621.5334 107.6672
## NEK10|152110 NEK11|79858 NEK1|4750 NEK2|4751 NEK3|4752 NEK4|6787 NEK5|341676
## V2 103.7423 335.0084 252.2903 471.4933 38.6018 538.0124 1.0340
## V3 6.5253 529.0919 246.8733 662.8603 153.3442 436.6504 13.0506
## NEK6|10783 NEK7|140609 NEK8|284086 NEK9|91754 NELF|26012 NELL1|4745
## V2 769.2785 848.5500 143.7227 2280.263 868.1956 3.1019
## V3 1458.9451 785.7531 522.5666 2079.935 1102.7732 0.0000
## NELL2|4753 NENF|29937 NEO1|4756 NES|10763 NET1|10276 NETO1|81832 NETO2|81831
## V2 18.2669 1566.474 2937.182 1405.519 2772.091 0.0000 753.0795
## V3 686.7863 1181.620 1441.001 1328.439 2531.811 3.2626 497.0092
## NEU1|4758 NEU2|4759 NEU3|10825 NEU4|129807 NEURL1B|54492 NEURL2|140825
## V2 2604.931 0 230.2321 0.3447 2018.3221 23.9951
## V3 3240.892 0 46.7645 226.2099 768.3524 23.6433
## NEURL3|93082 NEURL4|84461 NEURL|9148 NEUROD1|4760 NEUROD2|4761 NEUROD4|58158
## V2 3.7912 661.2693 386.7072 0.3447 0.0000 2.4126
## V3 13.5943 857.6183 6.5253 2.1751 10.8755 0.5438
## NEUROD6|63974 NEUROG1|4762 NEUROG2|63973 NEUROG3|50674 NEXN|91624
## V2 0 0 0.0000 0 121.6646
## V3 0 0 0.5438 0 151.7129
## NF1P1|440225 NF1|4763 NF2|4771 NFAM1|150372 NFASC|23114 NFAT5|10725
## V2 0 2886.173 1127.3790 203.3487 2918.9948 1584.7413
## V3 0 1118.543 791.1909 271.8869 207.3736 961.3921
## NFATC1|4772 NFATC2IP|84901 NFATC2|4773 NFATC3|4775 NFATC4|4776 NFE2L1|4779
## V2 306.7464 955.7389 296.7512 771.3464 939.1953 8148.769
## V3 210.4405 1139.2061 62.5340 721.5878 481.2398 31504.622
## NFE2L2|4780 NFE2L3|9603 NFE2|4778 NFIA|4774 NFIB|4781 NFIC|4782 NFIL3|4783
## V2 1301.583 159.9217 4.4806 644.1673 169.5721 2252.6901 77.5482
## V3 2089.690 283.8499 33.7140 738.4448 2135.9434 597.0636 264.8178
## NFIX|4784 NFKB1|4790 NFKB2|4791 NFKBIA|4792 NFKBIB|4793 NFKBID|84807
## V2 5470.7695 1489.271 901.2828 1328.315 304.3337 73.7570
## V3 541.0549 1074.497 853.7249 1527.461 539.4236 47.8521
## NFKBIE|4794 NFKBIL1|4795 NFKBIL2|4796 NFKBIZ|64332 NFRKB|4798 NFS1|9054
## V2 292.2707 676.5653 825.7853 2436.0486 561.1046 1080.161
## V3 404.0239 379.0103 839.9293 559.5432 371.3975 1315.933
## NFU1|27247 NFX1|4799 NFXL1|152518 NFYA|4800 NFYB|4801 NFYC|4802 NGB|58157
## V2 369.4743 1168.3934 234.2301 1408.6172 583.5074 1220.571 0
## V3 712.8874 777.0527 97.8793 756.9331 502.9908 893.888 0
## NGDN|25983 NGEF|25791 NGFRAP1|27018 NGFR|4804 NGF|4803 NGLY1|55768
## V2 345.0035 79.2715 1320.0433 63.7619 2.4126 498.7213
## V3 495.9217 71.2344 787.3844 178.3578 12.5068 1051.6585
## NGRN|51335 NHEDC1|150159 NHEDC2|133308 NHEG1|100294720 NHEJ1|79840
## V2 1896.502 4.4840 216.4457 0.3447 306.1156
## V3 3258.689 30.4731 48.9396 0.0000 132.9092
## NHLH1|4807 NHLH2|4808 NHLRC1|378884 NHLRC2|374354 NHLRC3|387921
## V2 2.0680 6.8932 266.4213 154.7518 415.6585
## V3 17.4008 0.5438 287.6563 58.1838 349.6465
## NHLRC4|283948 NHP2L1|4809 NHP2|55651 NHSL1|57224 NHSL2|340527 NHS|4810
## V2 159.9217 1757.760 1696.411 97.8831 20.3349 268.4892
## V3 21.7510 1680.805 1306.145 332.7896 31.5389 131.5933
## NICN1|84276 NID1|4811 NID2|22795 NIF3L1|60491 NINJ1|4814 NINJ2|4815
## V2 607.2578 1291.354 644.1673 392.2217 1809.459 62.7279
## V3 387.1071 2410.522 912.9962 438.2817 1210.440 97.9173
## NINL|22981 NIN|51199 NIP7|51388 NIPA1|123606 NIPA2|81614 NIPAL1|152519
## V2 281.5863 591.0899 645.5460 995.7193 1009.1610 3.7912
## V3 594.3448 1361.0658 371.9413 420.3371 772.7026 2.7189
## NIPAL2|79815 NIPAL3|57185 NIPAL4|348938 NIPBL|25836 NIPSNAP1|8508
## V2 199.5575 1084.6413 1.3786 2293.360 1155.296
## V3 223.4910 451.3322 9.7879 1706.906 2845.024
## NIPSNAP3A|25934 NIPSNAP3B|55335 NISCH|11188 NIT1|4817 NIT2|56954
## V2 820.9773 6.5658 2649.392 609.1603 1134.617
## V3 413.8119 12.0011 1392.605 905.7640 1077.216
## NKAIN1|79570 NKAIN2|154215 NKAIN3|286183 NKAIN4|128414 NKAPL|222698
## V2 6592.2893 1.7233 0 1.034 2.4126
## V3 70.6906 4.8940 0 0.000 4.3502
## NKAP|79576 NKD1|85407 NKD2|85409 NKG7|4818 NKIRAS1|28512 NKIRAS2|28511
## V2 553.8667 77.8929 67.5531 13.7864 205.0720 1193.209
## V3 292.0065 57.6400 284.3937 251.7673 268.0805 1171.289
## NKPD1|284353 NKRF|55922 NKTR|4820 NKX1-2|390010 NKX2-1|7080 NKX2-2|4821
## V2 53.4221 467.0127 1769.823 0 0 1.3786
## V3 114.1925 124.5242 1391.517 0 0 40.2393
## NKX2-3|159296 NKX2-4|644524 NKX2-5|1482 NKX2-6|137814 NKX2-8|26257
## V2 0.0000 0 0.3447 0 6.2039
## V3 0.5438 0 0.5438 0 1.6313
## NKX3-1|4824 NKX3-2|579 NKX6-1|4825 NKX6-2|84504 NKX6-3|157848 NLE1|54475
## V2 97.8831 10.6844 303.9891 0 0 461.8428
## V3 204.4589 12.5068 108.7548 0 0 332.2458
## NLGN1|22871 NLGN2|57555 NLGN3|54413 NLGN4X|57502 NLGN4Y|22829 NLK|51701
## V2 0.6893 711.0312 30.6746 101.3297 0.0000 477.6971
## V3 1.0875 587.8195 53.2898 1213.1593 2.7189 1582.9255
## NLN|57486 NLRC3|197358 NLRC4|58484 NLRC5|84166 NLRP10|338322 NLRP11|204801
## V2 791.3367 151.9945 14.1310 753.0795 0.3447 0.0000
## V3 441.0005 237.0854 32.6264 1128.8744 0.0000 1.0875
## NLRP12|91662 NLRP13|126204 NLRP14|338323 NLRP1|22861 NLRP2|55655
## V2 59.2813 1.0340 0.6893 210.9312 3.7912
## V3 1.0875 1.0875 1.6313 598.1512 5.9815
## NLRP3|114548 NLRP4|147945 NLRP5|126206 NLRP6|171389 NLRP7|199713
## V2 26.1941 0.6893 24.8154 8.2718 1.3786
## V3 55.4649 3.2626 1.6313 46.7645 3.2626
## NLRP8|126205 NLRP9|338321 NLRX1|79671 NMBR|4829 NMB|4828 NMD3|51068
## V2 9.6504 10.3398 603.1529 16.1990 42.0484 1099.8063
## V3 1.0875 5.4377 278.4122 0.5438 146.8189 991.2996
## NME1-NME2|654364 NME1|4830 NME2P1|283458 NME2|4831 NME3|4832 NME4|4833
## V2 37.8883 1457.969 64.7959 5632.38 1625.756 2303.010
## V3 509.8641 9952.632 382.8167 42752.29 1777.597 2619.902
## NME5|8382 NME6|10201 NME7|29922 NMI|9111 NMNAT1|64802 NMNAT2|23057
## V2 137.8635 174.7420 109.3637 134.7616 351.8967 384.6392
## V3 2.7189 214.7906 154.8287 402.9364 173.4638 17.4008
## NMNAT3|349565 NMRAL1|57407 NMS|129521 NMT1|4836 NMT2|9397 NMUR1|10316
## V2 424.2750 1030.5299 0 2966.134 173.0187 5.1699
## V3 9.7879 903.2083 0 1983.687 96.2480 4.8940
## NMUR2|56923 NMU|10874 NNAT|4826 NNMT|4837 NNT|23530 NOB1|28987 NOBOX|135935
## V2 1.3786 0.6893 15.8543 432.8915 2175.1418 1029.4959 0
## V3 0.0000 66.8842 13.5943 1334.4209 924.4154 637.3029 0
## NOC2L|26155 NOC3L|64318 NOC4L|79050 NOD1|10392 NOD2|64127 NODAL|4838
## V2 3267.583 295.3726 315.7075 221.2710 560.0706 4.8252
## V3 1541.468 201.7401 455.6824 411.6368 101.6857 13.0506
## NOG|9241 NOL10|79954 NOL11|25926 NOL12|79159 NOL3|8996 NOL4|8715 NOL6|65083
## V2 4.4806 548.3522 1200.102 317.4308 1708.108 9.9951 1254.5581
## V3 1.6313 903.2083 5534.530 271.3431 2008.135 0.0000 774.8777
## NOL7|51406 NOL8|55035 NOL9|79707 NOLC1|9221 NOM1|64434 NOMO1|23420
## V2 551.7988 886.4625 271.2465 2182.035 551.7988 7353.985
## V3 827.0799 554.1055 56.0087 1611.745 575.8564 3688.418
## NOMO2|283820 NOMO3|408050 NONO|4841 NOP10|55505 NOP14|8602 NOP16|51491
## V2 3232.555 2629.402 9724.204 833.3850 1142.9024 341.5569
## V3 1824.905 1219.685 5366.503 448.0696 670.4459 242.5231
## NOP2|4839 NOP56|10528 NOP58|51602 NOS1AP|9722 NOS1|4842 NOS2|4843 NOS3|4846
## V2 1238.0145 3337.676 1005.370 262.2854 2.7573 5.8592 405.1016
## V3 853.7249 3896.139 1243.067 7.6128 0.0000 13.5943 641.0495
## NOSIP|51070 NOSTRIN|115677 NOTCH1|4851 NOTCH2NL|388677 NOTCH2|4853
## V2 501.4786 516.9882 748.9436 365.4693 4602.574
## V3 1333.3333 318.6514 855.3562 2957.1180 5109.298
## NOTCH3|4854 NOTCH4|4855 NOTO|344022 NOTUM|147111 NOVA1|4857 NOVA2|4858
## V2 1966.623 473.9059 0.3447 9.9951 12.7524 34.4659
## V3 6229.472 548.1240 1.0875 32.0827 12.5068 29.9076
## NOV|4856 NOX1|27035 NOX3|50508 NOX4|50507 NOX5|79400 NOXA1|10811
## V2 41.0144 2.7573 0 107.8782 25.5048 128.5577
## V3 50.0272 10.3317 0 150.0816 0.5438 530.7232
## NOXO1|124056 NPAS1|4861 NPAS2|4862 NPAS3|64067 NPAS4|266743 NPAT|4863
## V2 18.9562 8.2718 249.8776 4.4806 0.3447 381.1927
## V3 15.7694 128.8744 433.9315 19.0321 1.6313 477.9772
## NPBWR1|2831 NPBWR2|2832 NPB|256933 NPC1L1|29881 NPC1|4864 NPC2|10577
## V2 5.1699 35.1552 3.1019 153.3732 962.3633 856.1325
## V3 0.5438 0.0000 12.5068 20.1196 1173.4312 2834.1490
## NPDC1|56654 NPEPL1|79716 NPEPPS|9520 NPFFR1|64106 NPFFR2|10886 NPFF|8620
## V2 3407.986 2634.2274 3602.374 0.0000 0.6893 7.5825
## V3 3629.146 886.3513 1351.822 1.0875 0.5438 15.2257
## NPHP1|4867 NPHP3|27031 NPHP4|261734 NPHS1|4868 NPHS2|7827 NPIPL3|23117
## V2 95.8152 409.7993 662.7789 35.8445 0.0000 567.1568
## V3 83.7412 328.4394 177.8140 0.0000 0.5438 1398.6243
## NPIP|9284 NPLOC4|55666 NPL|80896 NPM1|4869 NPM2|10361 NPM3|10360 NPNT|255743
## V2 1712.9854 3141.565 141.9994 7552.164 16.8883 256.4262 499.066
## V3 769.7444 5188.690 266.4492 5147.907 11.9630 238.1729 1152.800
## NPPA|4878 NPPB|4879 NPPC|4880 NPR1|4881 NPR2|4882 NPR3|4883 NPRL2|10641
## V2 1.0340 0 0.6893 62.3832 129.2471 9.3058 468.5637
## V3 3.2626 0 9.2442 149.5378 109.2985 1.6313 475.4160
## NPRL3|8131 NPSR1|387129 NPS|594857 NPTN|27020 NPTX1|4884 NPTX2|4885
## V2 763.4193 0 0 2614.237 4.8252 41.0144
## V3 759.1082 0 0 2871.669 9.2442 224.5786
## NPTXR|23467 NPVF|64111 NPW|283869 NPY1R|4886 NPY2R|4887 NPY5R|4889
## V2 2488.0920 0 1.3786 1534.0764 0.0000 3.4466
## V3 417.6183 0 2.7189 34.2577 2.1751 2.1751
## NPY6R|4888 NPY|4852 NQO1|1728 NQO2|4835 NR0B1|190 NR0B2|8431 NR1D1|9572
## V2 2.7573 0.3447 1355.198 597.6384 0.3447 1.3786 850.5697
## V3 0.0000 0.0000 4728.657 563.8934 0.0000 0.0000 1162.3654
## NR1D2|9975 NR1H2|7376 NR1H3|10062 NR1H4|9971 NR1I2|8856 NR1I3|9970
## V2 924.7196 1249.044 331.5721 0.0000 8.9611 20.3728
## V3 1337.1397 1873.301 443.7194 344.7526 1.6313 7.6291
## NR2C1|7181 NR2C2AP|126382 NR2C2|7182 NR2E1|7101 NR2E3|10002 NR2F1|7025
## V2 149.2373 742.1814 1024.8223 0 2.4126 217.8244
## V3 246.8733 533.6813 791.1528 0 2.1751 64.1653
## NR2F2|7026 NR2F6|2063 NR3C1|2908 NR3C2|4306 NR4A1|3164 NR4A2|4929 NR4A3|8013
## V2 1241.806 1786.711 662.4343 35.1552 314.6735 2530.830 13.0970
## V3 1887.439 1570.419 537.7923 196.3023 530.7232 177.814 57.0962
## NR5A1|2516 NR5A2|2494 NR6A1|2649 NRADDP|100129354 NRAP|4892 NRARP|441478
## V2 0.6893 49.6309 12.0631 2.0680 0 169.2275
## V3 0.0000 17.4008 13.5943 3.2626 0 447.5258
## NRAS|4893 NRBF2|29982 NRBP1|29959 NRBP2|340371 NRCAM|4897 NRD1|4898
## V2 1083.2627 214.7224 1876.323 1205.272 193.0089 3347.671
## V3 605.2202 281.6748 4638.390 1255.030 34.2577 2588.363
## NRF1|4899 NRG1|3084 NRG2|9542 NRG3|10718 NRG4|145957 NRGN|4900 NRIP1|8204
## V2 518.3669 0.0000 7.9272 5.1699 2.0680 40.3251 5194.0085
## V3 449.1572 29.9076 7.6128 4.3502 2.1751 76.1283 702.5557
## NRIP2|83714 NRIP3|56675 NRK|203447 NRL|4901 NRM|11270 NRN1L|123904
## V2 120.9752 160.6110 4.4806 18.3048 402.9062 3.0881
## V3 52.7461 19.0321 22.2947 57.9989 992.3872 3.5019
## NRN1|51299 NRP1|8829 NRP2|8828 NRSN1|140767 NRSN2|80023 NRTN|4902 NRXN1|9378
## V2 22.7475 1076.714 411.5226 223.3389 1456.873 8.2718 65.8298
## V3 100.5982 1171.832 925.5030 0.0000 3257.749 25.5574 7.6128
## NRXN2|9379 NRXN3|9369 NSA2|10412 NSD1|64324 NSDHL|50814 NSFL1C|55968
## V2 103.0530 411.5226 1142.199 4132.804 568.3424 1816.007
## V3 54.3774 16.3132 1055.465 1926.591 319.7390 2959.761
## NSF|4905 NSL1|25936 NSMAF|8439 NSMCE1|197370 NSMCE2|286053 NSMCE4A|54780
## V2 2194.787 512.5077 769.4853 867.8509 187.1497 461.8428
## V3 2366.503 601.9576 148.9940 1330.0707 272.4307 420.3371
## NSUN2|54888 NSUN3|63899 NSUN4|387338 NSUN5P1|155400 NSUN5P2|260294
## V2 1859.090 125.7901 1067.0637 199.2128 649.6784
## V3 1588.907 111.4736 457.8575 135.9434 493.1974
## NSUN5|55695 NSUN6|221078 NSUN7|79730 NT5C1A|84618 NT5C1B|93034 NT5C2|22978
## V2 606.9442 134.4169 19.9902 0 1.7888 751.0116
## V3 1387.1669 164.2197 284.3937 0 1.6313 941.2724
## NT5C3L|115024 NT5C3|51251 NT5C|30833 NT5DC1|221294 NT5DC2|64943 NT5DC3|51559
## V2 792.7153 337.7656 355.3432 456.3283 499.6864 408.7654
## V3 542.6862 429.5813 364.8722 372.4850 1491.6803 158.2382
## NT5E|4907 NT5M|56953 NTAN1|123803 NTF3|4908 NTF4|4909 NTHL1|4913 NTM|50863
## V2 75.8249 136.1402 419.7944 0.3447 0.3447 362.5811 283.9989
## V3 302.3382 181.0767 530.1794 56.0087 2.1751 470.9081 275.6933
## NTN1|9423 NTN3|4917 NTN4|59277 NTN5|126147 NTNG1|22854 NTNG2|84628
## V2 97.5384 7.5825 103.053 15.5096 0.6893 12.7524
## V3 414.3556 3.8064 5523.110 48.3959 19.0321 259.9239
## NTRK1|4914 NTRK2|4915 NTRK3|4916 NTSR1|4923 NTSR2|23620 NTS|4922 NUAK1|9891
## V2 0.3447 5941.2288 91.6792 47.9076 9.6504 11.3737 310.8823
## V3 4.8940 65.7966 5.4377 4.3502 0.5438 7.6128 208.8091
## NUAK2|81788 NUB1|51667 NUBP1|4682 NUBP2|10101 NUBPL|80224 NUCB1|4924
## V2 372.2315 1816.562 450.7207 1121.864 126.4898 7725.528
## V3 201.1963 2031.925 461.9576 1794.454 222.9473 5681.349
## NUCB2|4925 NUCKS1|64710 NUDCD1|84955 NUDCD2|134492 NUDCD3|23386 NUDC|10726
## V2 5727.275 6147.679 432.2022 523.8814 3009.561 2493.607
## V3 1479.282 5534.530 389.3420 223.4910 2963.023 2601.958
## NUDT10|170685 NUDT11|55190 NUDT12|83594 NUDT13|25961 NUDT14|256281
## V2 38.6018 6.2039 500.1000 55.8003 423.5857
## V3 17.9445 15.2257 120.7178 25.5574 745.5139
## NUDT15|55270 NUDT16L1|84309 NUDT16P1|152195 NUDT16|131870 NUDT17|200035
## V2 144.3776 668.6381 188.8730 792.3706 93.7472
## V3 379.1626 1288.7439 48.3959 588.3632 94.0729
## NUDT18|79873 NUDT19|390916 NUDT1|4521 NUDT21|11051 NUDT22|84304 NUDT2|318
## V2 256.4262 496.3087 174.0527 2218.569 379.5831 276.0717
## V3 223.4910 611.2017 437.7379 1388.798 909.6411 323.5454
## NUDT3|11165 NUDT4|11163 NUDT5|11164 NUDT6|11162 NUDT7|283927 NUDT8|254552
## V2 517.3329 878.1907 395.2616 66.3261 59.2813 143.0334
## V3 361.6096 1078.3034 461.6531 8.8091 154.9755 252.8548
## NUDT9P1|119369 NUDT9|53343 NUF2|83540 NUFIP1|26747 NUFIP2|57532 NUMA1|4926
## V2 1.0340 413.2459 295.0280 205.0720 4435.414 35413.75
## V3 2.7189 417.0745 494.2904 126.1555 7402.936 17014.47
## NUMBL|9253 NUMB|8650 NUP107|57122 NUP133|55746 NUP153|9972 NUP155|9631
## V2 403.9401 854.7539 5637.9290 1436.883 1685.382 781.6862
## V3 487.2213 1893.4203 613.9206 858.075 1031.539 482.3274
## NUP160|23279 NUP188|23511 NUP205|23165 NUP210L|91181 NUP210|23225
## V2 1389.32 1229.053 1713.299 1.3786 4298.240
## V3 1131.05 2911.365 1248.505 3.2626 3816.204
## NUP214|8021 NUP35|129401 NUP37|79023 NUP43|348995 NUP50|10762 NUP54|53371
## V2 1372.087 178.5333 225.0622 370.5082 1027.7726 592.4685
## V3 2123.980 171.8325 265.3616 573.1376 840.1305 349.1028
## NUP62CL|54830 NUP62|23636 NUP85|79902 NUP88|4927 NUP93|9688 NUP98|4928
## V2 53.7668 2348.057 728.6088 587.3434 728.9534 2554.956
## V3 27.7325 2889.608 996.1936 676.7917 1183.2518 2244.698
## NUPL1|9818 NUPL2|11097 NUPR1|26471 NUS1|116150 NUSAP1|51203 NUTF2|10204
## V2 1130.4809 359.1345 1824.2791 590.0559 1354.1645 1945.599
## V3 706.3622 265.3616 933.1158 577.4878 654.1599 2417.618
## NVL|4931 NWD1|284434 NXF1|10482 NXF2B|728343 NXF2|56001 NXF3|56000
## V2 480.4544 153.3732 3143.633 0 0 0.3447
## V3 1533.4421 3.8064 2088.091 0 0 3.8064
## NXF4|55999 NXF5|55998 NXNL1|115861 NXNL2|158046 NXN|64359 NXPH1|30010
## V2 0.0000 0.6893 1.3786 0.6893 208.8632 6.2039
## V3 0.5438 0.5438 1.0875 15.2257 488.8526 725.9380
## NXPH2|11249 NXPH3|11248 NXPH4|11247 NXT1|29107 NXT2|55916 NYNRIN|57523
## V2 0.6893 21.7135 5.8592 402.5615 298.1299 410.8333
## V3 0.5438 263.7303 42.4144 428.4937 127.2431 327.8956
## NYX|60506 OAF|220323 OAS1|4938 OAS2|4939 OAS3|4940 OASL|8638 OAT|4942
## V2 0.0000 326.7366 478.3864 357.0665 1647.469 48.2522 2650.426
## V3 4.3502 456.7700 911.9086 1275.1495 1934.203 214.7906 2407.287
## OAZ1|4946 OAZ2|4947 OAZ3|51686 OBFC1|79991 OBFC2A|64859 OBFC2B|79035
## V2 8600.272 1960.764 40.5181 797.1959 63.0726 783.0648
## V3 16710.712 1908.102 68.6297 566.6123 199.5650 550.2991
## OBP2A|29991 OBP2B|29989 OBSCN|84033 OBSL1|23363 OC90|729330 OCA2|4948
## V2 0.3447 0.3447 435.5316 2249.933 0.0000 0.3447
## V3 0.5438 0.5438 850.1414 2153.888 0.5438 0.0000
## OCEL1|79629 OCIAD1|54940 OCIAD2|132299 OCLM|10896 OCLN|4950 OCM2|4951
## V2 276.761 1574.057 534.2212 5.1699 529.3960 0
## V3 600.870 1301.251 523.6542 2.7189 755.3018 0
## OCM|654231 OCRL|4952 ODAM|54959 ODC1|4953 ODF1|4956 ODF2L|57489 ODF2|4957
## V2 3.4466 1356.922 0 753.4242 0.0000 493.8961 1396.213
## V3 4.3502 692.224 0 892.3328 1.0875 213.7031 3834.149
## ODF3B|440836 ODF3L1|161753 ODF3L2|284451 ODF3|113746 ODF4|146852 ODZ1|10178
## V2 137.1742 21.7135 2.4126 0.0000 0.0000 1.0340
## V3 165.8510 2.1751 4.8940 5.9815 3.8064 2.7189
## ODZ2|57451 ODZ3|55714 ODZ4|26011 OFD1|8481 OGDHL|55753 OGDH|4967
## V2 7.2378 149.2373 237.4699 1730.877 34.4659 2817.93
## V3 114.1925 123.9804 157.6944 1257.749 0.5438 5217.51
## OGFOD1|55239 OGFOD2|79676 OGFRL1|79627 OGFR|11054 OGG1|4968 OGN|4969
## V2 1017.4328 341.6741 70.9997 4098.603 282.6788 17.2329
## V3 775.4214 597.0908 113.1049 2817.651 318.6514 163.1321
## OGT|8473 OIP5|11339 OIT3|170392 OLA1|29789 OLAH|55301 OLFM1|10439
## V2 5294.993 120.4548 1.0340 1568.198 0.0000 1701.925
## V3 1708.537 75.3670 8.1566 1112.017 0.5438 1009.244
## OLFM2|93145 OLFM3|118427 OLFM4|10562 OLFML1|283298 OLFML2A|169611
## V2 95.4705 0 1.3786 125.4558 809.9482
## V3 393.6922 0 1.0875 214.7906 778.1403
## OLFML2B|25903 OLFML3|56944 OLIG1|116448 OLIG2|10215 OLIG3|167826 OLR1|4973
## V2 457.0176 835.453 43.0824 0.0000 0 166.1256
## V3 1345.8401 1442.632 0.5438 0.5438 0 239.8042
## OMA1|115209 OMD|4958 OMG|4974 OMP|4975 ONECUT1|3175 ONECUT2|9480
## V2 622.4538 16.1990 2.0680 0.3447 0.6893 19.3009
## V3 286.5688 78.8472 2.1751 0.0000 21.2072 85.9163
## ONECUT3|390874 OOEP|441161 OPA1|4976 OPA3|80207 OPALIN|93377 OPCML|4978
## V2 0 0 2154.462 606.9442 0 10.3398
## V3 0 0 2073.953 518.7602 0 7.0691
## OPHN1|4983 OPLAH|26873 OPN1LW|5956 OPN1MW|2652 OPN1SW|611 OPN3|23596
## V2 504.5805 811.6715 0 0 1.7233 105.9791
## V3 84.8287 278.4122 0 0 3.8064 1234.9647
## OPN4|94233 OPN5|221391 OPRD1|4985 OPRK1|4986 OPRL1|4987 OPRM1|4988
## V2 0.0000 0 0 0.0000 806.1570 0
## V3 0.5438 0 0 47.3083 159.3257 0
## OPTC|26254 OPTN|10133 OR10A2|341276 OR10A3|26496 OR10A4|283297 OR10A5|144124
## V2 0 1294.194 0 0 0 0
## V3 0 1388.798 0 0 0 0
## OR10A6|390093 OR10A7|121364 OR10AD1|121275 OR10AG1|282770 OR10C1|442194
## V2 0 0 3.7912 0 0
## V3 0 0 2.1751 0 0
## OR10G2|26534 OR10G3|26533 OR10G4|390264 OR10G7|390265 OR10G8|219869
## V2 1.7233 0 0 0 0
## V3 0.0000 0 0 0 0
## OR10G9|219870 OR10H1|26539 OR10H2|26538 OR10H3|26532 OR10H4|126541
## V2 0 0.6893 0 0 0
## V3 0 0.0000 0 0 0
## OR10H5|284433 OR10J1|26476 OR10J3|441911 OR10J5|127385 OR10K1|391109
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR10K2|391107 OR10P1|121130 OR10Q1|219960 OR10R2|343406 OR10S1|219873
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR10T2|128360 OR10V1|390201 OR10W1|81341 OR10X1|128367 OR10Z1|128368
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR11A1|26531 OR11G2|390439 OR11H12|440153 OR11H1|81061 OR11H4|390442
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR11H6|122748 OR11L1|391189 OR12D2|26529 OR12D3|81797 OR13A1|79290
## V2 0 0 0 0 1.0340
## V3 0 0 0 0 1.0875
## OR13C2|392376 OR13C3|138803 OR13C4|138804 OR13C5|138799 OR13C8|138802
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR13C9|286362 OR13D1|286365 OR13F1|138805 OR13G1|441933 OR13H1|347468
## V2 0 0 0 0.3447 0
## V3 0 0 0 0.0000 0
## OR13J1|392309 OR14A16|284532 OR14C36|127066 OR14I1|401994 OR14J1|442191
## V2 3.1019 0 0 0 0
## V3 1.0875 0 0 0 0
## OR1A1|8383 OR1A2|26189 OR1B1|347169 OR1C1|26188 OR1D2|4991 OR1D4|8385
## V2 0 0 0.0000 5.5145 0 0.3447
## V3 0 0 0.5438 0.0000 0 0.0000
## OR1E1|8387 OR1E2|8388 OR1F1|4992 OR1F2P|26184 OR1G1|8390 OR1I1|126370
## V2 0.0000 0 0.0000 0.0000 0 0
## V3 0.5438 0 2.7189 0.5438 0 0
## OR1J1|347168 OR1J2|26740 OR1J4|26219 OR1K1|392392 OR1L1|26737 OR1L3|26735
## V2 0.6893 0.7238 0.3447 0 0 0
## V3 1.6313 1.7564 1.0875 0 0 0
## OR1L4|254973 OR1L6|392390 OR1L8|138881 OR1M1|125963 OR1N1|138883
## V2 0.3447 0 0.3447 0 0
## V3 0.0000 0 1.6313 0 0
## OR1N2|138882 OR1Q1|158131 OR1S1|219959 OR1S2|219958 OR2A12|346525
## V2 0.3447 0.3447 0 0 0
## V3 0.0000 1.0875 0 0 0
## OR2A14|135941 OR2A1|346528 OR2A25|392138 OR2A2|442361 OR2A4|79541
## V2 0.3447 19.3009 2.4126 0 132.0043
## V3 0.0000 5.9815 0.0000 0 25.0136
## OR2A5|393046 OR2A7|401427 OR2A9P|441295 OR2AE1|81392 OR2AG1|144125
## V2 0 432.2022 431.6473 0.0000 0
## V3 0 151.7129 221.8597 1.6313 0
## OR2AG2|338755 OR2AK2|391191 OR2AT4|341152 OR2B11|127623 OR2B2|81697
## V2 0 0 0 0.3447 0.0000
## V3 0 0 0 0.0000 0.5438
## OR2B3|442184 OR2B6|26212 OR2C1|4993 OR2C3|81472 OR2D2|120776 OR2D3|120775
## V2 0 14.4757 1.0340 0.0000 0 0
## V3 0 20.6634 2.7189 2.7189 0 0
## OR2F1|26211 OR2F2|135948 OR2G2|81470 OR2G3|81469 OR2G6|391211 OR2H1|26716
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## OR2H2|7932 OR2J2|26707 OR2J3|442186 OR2K2|26248 OR2L13|284521 OR2L1P|26247
## V2 1.0340 0 0 0.0000 0 0
## V3 7.6128 0 0 1.6313 0 0
## OR2L2|26246 OR2L3|391192 OR2L8|391190 OR2M1P|388762 OR2M2|391194
## V2 0.0000 0 0 0 0
## V3 0.5438 0 0 0 0
## OR2M3|127062 OR2M4|26245 OR2M5|127059 OR2M7|391196 OR2S2|56656 OR2T10|127069
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## OR2T11|127077 OR2T12|127064 OR2T1|26696 OR2T27|403239 OR2T29|343563
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR2T2|401992 OR2T33|391195 OR2T34|127068 OR2T35|403244 OR2T3|343173
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR2T4|127074 OR2T5|401993 OR2T6|254879 OR2T8|343172 OR2V2|285659 OR2W1|26692
## V2 0 0 0 0.6893 0 0
## V3 0 0 0 0.0000 0 0
## OR2W3|343171 OR2W5|441932 OR2Y1|134083 OR2Z1|284383 OR3A1|4994 OR3A2|4995
## V2 3.8843 0.3447 0 0 0 0.6893
## V3 1.0875 0.0000 0 0 0 0.0000
## OR3A3|8392 OR3A4|390756 OR4A15|81328 OR4A16|81327 OR4A47|403253 OR4A5|81318
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## OR4B1|119765 OR4C11|219429 OR4C12|283093 OR4C13|283092 OR4C15|81309
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR4C16|219428 OR4C3|256144 OR4C45|403257 OR4C46|119749 OR4C6|219432
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR4D10|390197 OR4D11|219986 OR4D1|26689 OR4D2|124538 OR4D5|219875
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR4D6|219983 OR4D9|390199 OR4E2|26686 OR4F15|390649 OR4F17|81099
## V2 0.3447 0 0 0 0
## V3 0.0000 0 0 0 0
## OR4F21|441308 OR4F29|729759 OR4F4|26682 OR4F5|79501 OR4F6|390648
## V2 0 0.6893 0 0 0
## V3 0 0.0000 0 0 0
## OR4K13|390433 OR4K14|122740 OR4K15|81127 OR4K17|390436 OR4K1|79544
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR4K2|390431 OR4K5|79317 OR4L1|122742 OR4M1|441670 OR4M2|390538 OR4N2|390429
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## OR4N3P|390539 OR4N4|283694 OR4N5|390437 OR4P4|81300 OR4Q3|441669
## V2 0 0.3447 0 0 0
## V3 0 1.0875 0 0 0
## OR4S1|256148 OR4S2|219431 OR4X1|390113 OR4X2|119764 OR51A2|401667
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR51A4|401666 OR51A7|119687 OR51B2|79345 OR51B4|79339 OR51B5|282763
## V2 0 0 0.0000 0.0000 0.0000
## V3 0 0 0.5438 3.2626 0.5438
## OR51B6|390058 OR51D1|390038 OR51E1|143503 OR51E2|81285 OR51F1|256892
## V2 0.0000 0 42.0484 8.6165 0
## V3 0.5438 0 48.3959 5.9815 0
## OR51F2|119694 OR51G1|79324 OR51G2|81282 OR51I1|390063 OR51I2|390064
## V2 0 0 0 0.0000 0
## V3 0 0 0 0.5438 0
## OR51L1|119682 OR51M1|390059 OR51Q1|390061 OR51S1|119692 OR51T1|401665
## V2 0 0 0.0000 0 0
## V3 0 0 0.5438 0 0
## OR51V1|283111 OR52A1|23538 OR52A4|390053 OR52A5|390054 OR52B2|255725
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR52B4|143496 OR52B6|340980 OR52D1|390066 OR52E2|119678 OR52E4|390081
## V2 0.0000 0 0.0000 0 0.0000
## V3 0.5438 0 3.2626 0 1.0875
## OR52E6|390078 OR52E8|390079 OR52H1|390067 OR52I1|390037 OR52I2|143502
## V2 0.0000 0.0000 0.0000 0 0
## V3 5.9815 0.5438 0.5438 0 0
## OR52J3|119679 OR52K1|390036 OR52K2|119774 OR52L1|338751 OR52M1|119772
## V2 0 0 0 0.0000 0
## V3 0 0 0 1.0875 0
## OR52N1|79473 OR52N2|390077 OR52N4|390072 OR52N5|390075 OR52R1|119695
## V2 0.0000 0.0000 1.0340 0.0000 0
## V3 0.5438 0.5438 3.2626 1.0875 0
## OR52W1|120787 OR56A1|120796 OR56A3|390083 OR56A4|120793 OR56A5|390084
## V2 0.0000 0.0000 0.0000 0.0000 0.0000
## V3 0.5438 5.9815 72.8657 3.2626 0.5438
## OR56B1|387748 OR56B4|196335 OR5A1|219982 OR5A2|219981 OR5AC2|81050
## V2 0.0000 0.6893 0.0000 0 0
## V3 1.0875 0.5438 0.5438 0 0
## OR5AK2|390181 OR5AN1|390195 OR5AP2|338675 OR5AR1|219493 OR5AS1|219447
## V2 0.3447 0 0 0 0
## V3 0.0000 0 0 0 0
## OR5AU1|390445 OR5B12|390191 OR5B17|219965 OR5B21|219968 OR5B2|390190
## V2 0.0000 0.0000 0 0.0000 0
## V3 1.6313 0.5438 0 1.0875 0
## OR5B3|441608 OR5C1|392391 OR5D13|390142 OR5D14|219436 OR5D16|390144
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR5D18|219438 OR5E1P|26343 OR5F1|338674 OR5H14|403273 OR5H15|403274
## V2 0 0.0000 0 0 0
## V3 0 0.5438 0 0 0
## OR5H1|26341 OR5H2|79310 OR5H6|79295 OR5I1|10798 OR5J2|282775 OR5K1|26339
## V2 0 0 0 0 0 0.3447
## V3 0 0 0 0 0 0.0000
## OR5K2|402135 OR5K3|403277 OR5K4|403278 OR5L1|219437 OR5L2|26338
## V2 0.6893 0 0 0 0
## V3 0.0000 0 0 0 0
## OR5M10|390167 OR5M11|219487 OR5M1|390168 OR5M3|219482 OR5M8|219484
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR5M9|390162 OR5P2|120065 OR5P3|120066 OR5R1|219479 OR5T1|390155
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR5T2|219464 OR5T3|390154 OR5V1|81696 OR5W2|390148 OR6A2|8590 OR6B1|135946
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## OR6B2|389090 OR6B3|150681 OR6C1|390321 OR6C2|341416 OR6C3|254786
## V2 3.1019 0.6893 0 0 0
## V3 0.0000 0.0000 0 0 0
## OR6C4|341418 OR6C65|403282 OR6C68|403284 OR6C6|283365 OR6C70|390327
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR6C74|254783 OR6C75|390323 OR6C76|390326 OR6F1|343169 OR6K2|81448
## V2 0 0 0 0.6893 0
## V3 0 0 0 0.0000 0
## OR6K3|391114 OR6K6|128371 OR6M1|390261 OR6N1|128372 OR6N2|81442 OR6P1|128366
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## OR6Q1|219952 OR6S1|341799 OR6T1|219874 OR6V1|346517 OR6W1P|89883
## V2 0 0 0 0.3447 3.1019
## V3 0 0 0 0.0000 1.0875
## OR6X1|390260 OR6Y1|391112 OR7A10|390892 OR7A17|26333 OR7A5|26659 OR7C1|26664
## V2 0.3447 0 0 0 0.3447 1.3786
## V3 0.0000 0 0 0 0.0000 0.0000
## OR7C2|26658 OR7D2|162998 OR7D4|125958 OR7E156P|283491 OR7E24|26648
## V2 0 0.0000 0 0 0
## V3 0 0.5438 0 0 0
## OR7E37P|26636 OR7E5P|219445 OR7E91P|79315 OR7G1|125962 OR7G2|390882
## V2 0 0.0000 7.5825 0 0
## V3 0 1.0875 72.3219 0 0
## OR7G3|390883 OR8A1|390275 OR8B12|219858 OR8B2|26595 OR8B3|390271
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR8B4|283162 OR8B8|26493 OR8D1|283159 OR8D2|283160 OR8D4|338662 OR8G2|26492
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## OR8G5|219865 OR8H1|219469 OR8H2|390151 OR8H3|390152 OR8I2|120586
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## OR8J1|219477 OR8J3|81168 OR8K1|390157 OR8K3|219473 OR8K5|219453 OR8S1|341568
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## OR8U1|219417 OR9A2|135924 OR9A4|130075 OR9G4|283189 OR9G9|504191
## V2 0 0.3447 0.0000 0 0
## V3 0 1.0875 8.7004 0 0
## OR9I1|219954 OR9K2|441639 OR9Q1|219956 OR9Q2|219957 ORAI1|84876 ORAI2|80228
## V2 0 0 0 0 213.3438 2065.5748
## V3 0 0 0 0 433.9315 794.9266
## ORAI3|93129 ORAOV1|220064 ORC1L|4998 ORC2L|4999 ORC3L|23595 ORC4L|5000
## V2 692.0749 863.0257 119.2520 428.4109 212.9992 510.0951
## V3 954.3230 450.7885 154.9755 363.7847 535.6172 454.0511
## ORC5L|5001 ORC6L|23594 ORM1|5004 ORM2|5005 ORMDL1|94101 ORMDL2|29095
## V2 504.2359 206.1060 3.2191 0.9168 450.4691 311.9335
## V3 511.6911 475.2583 0.0000 0.0000 643.8282 1054.9973
## ORMDL3|94103 OS9|10956 OSBP2|23762 OSBPL10|114884 OSBPL11|114885
## V2 1896.658 8098.448 417.7265 157.8537 467.7020
## V3 29872.757 7650.354 382.2730 370.3100 409.4617
## OSBPL1A|114876 OSBPL2|9885 OSBPL3|26031 OSBPL5|114879 OSBPL6|114880
## V2 1488.237 3474.506 152.6839 734.468 133.0383
## V3 262.099 2266.449 174.5514 1488.853 113.1049
## OSBPL7|114881 OSBPL8|114882 OSBPL9|114883 OSBP|5007 OSCAR|126014
## V2 321.5667 1087.0539 1129.1023 1771.546 46.1843
## V3 400.7613 769.9837 710.7123 3109.842 148.9940
## OSCP1|127700 OSGEPL1|64172 OSGEP|55644 OSGIN1|29948 OSGIN2|734 OSMR|9180
## V2 322.2560 162.6790 279.8630 104.0870 645.2013 334.6637
## V3 199.0212 163.6759 269.7118 481.7836 578.0315 522.0228
## OSM|5008 OSR1|130497 OSR2|116039 OST4|100128731 OSTBETA|123264 OSTCL|202459
## V2 9.3058 10.6844 529.396 1416.189 0.3447 4.8252
## V3 17.4008 13.0506 725.938 2782.974 0.0000 4.3502
## OSTC|58505 OSTF1|26578 OSTM1|28962 OSTN|344901 OSTalpha|200931 OTC|5009
## V2 867.5063 523.8814 336.3870 0 9.6504 0
## V3 1004.3502 1034.8015 483.9587 0 125.6117 0
## OTOA|146183 OTOF|9381 OTOL1|131149 OTOP1|133060 OTOP2|92736 OTOP3|347741
## V2 10.6844 9.3058 0.0000 0 0 0.3447
## V3 6.5253 5.4377 0.5438 0 0 0.5438
## OTOR|56914 OTOS|150677 OTP|23440 OTUB1|55611 OTUB2|78990 OTUD1|220213
## V2 12.4077 0.3447 0.0000 1499.611 178.1886 303.9891
## V3 85.9163 0.0000 10.8755 3318.108 64.1653 219.1408
## OTUD3|23252 OTUD4|54726 OTUD5|55593 OTUD6A|139562 OTUD6B|51633 OTUD7A|161725
## V2 314.3288 780.3076 1596.460 0 356.7219 103.0530
## V3 253.3986 1043.5019 3446.982 0 110.9299 3.2626
## OTUD7B|56957 OTX1|5013 OTX2|5015 OVCA2|124641 OVCH1|341350 OVCH2|341277
## V2 4030.4403 1.0340 0.3447 270.8329 0.6893 0.0000
## V3 800.9788 54.3774 9.7879 491.7999 0.5438 1.6313
## OVGP1|5016 OVOL1|5017 OVOL2|58495 OXA1L|5018 OXCT1|5019 OXCT2|64064
## V2 39.2911 146.8247 462.8768 1380.703 976.0738 2.0680
## V3 35.8891 117.4551 300.1631 1600.326 169.1136 2.1751
## OXER1|165140 OXGR1|27199 OXNAD1|92106 OXR1|55074 OXSM|54995 OXSR1|9943
## V2 9.9951 0.3447 100.9850 593.5025 238.8486 887.4965
## V3 17.9445 22.8385 184.8831 819.4671 324.0892 1298.5318
## OXTR|5021 OXT|5020 P2RX1|5023 P2RX2|22953 P2RX3|5024 P2RX4|5025 P2RX5|5026
## V2 83.0628 0.3447 7.5825 1.0340 0.6893 766.1766 173.0360
## V3 1342.0337 3.2626 29.9076 133.2246 0.0000 1206.6340 66.9331
## P2RX6P|440799 P2RX6|9127 P2RX7|5027 P2RY10|27334 P2RY11|5032 P2RY12|64805
## V2 0 87.5433 106.4996 6.2039 116.7670 4.4806
## V3 0 3.2626 47.3083 28.8200 161.6911 11.9630
## P2RY13|53829 P2RY14|9934 P2RY1|5028 P2RY2|5029 P2RY4|5030 P2RY6|5031
## V2 36.5338 15.5096 6.5485 241.2612 3.4466 28.6067
## V3 56.5525 23.3823 10.3317 116.3676 9.7879 151.7129
## P2RY8|286530 P4HA1|5033 P4HA2|8974 P4HA3|283208 P4HB|5034 P4HTM|54681
## V2 47.5629 924.0303 2252.345 135.7956 34316.3 1619.897
## V3 188.6895 1457.8575 1034.258 212.6156 26501.9 1393.149
## P704P|641455 PA2G4P4|647033 PA2G4|5036 PAAF1|80227 PABPC1L2A|340529
## V2 5.1699 32.7426 2277.161 617.6286 0
## V3 19.5759 58.1838 3396.411 678.0859 0
## PABPC1L2B|645974 PABPC1L|80336 PABPC1P2|728773 PABPC1|26986 PABPC3|5042
## V2 0 999.5106 0.3447 23644.28 331.9064
## V3 0 769.9837 0.5438 12282.22 148.9940
## PABPC4L|132430 PABPC4|8761 PABPC5|140886 PABPN1L|390748 PABPN1|8106
## V2 12.4077 3804.344 32.7426 0.3447 2242.96
## V3 20.1196 1830.886 10.3317 2.1751 2650.00
## PACRGL|133015 PACRG|135138 PACS1|55690 PACS2|23241 PACSIN1|29993
## V2 141.9994 0.6893 1826.002 1256.726 124.7665
## V3 90.8102 1.6313 3255.030 1438.282 240.8918
## PACSIN2|11252 PACSIN3|29763 PADI1|29943 PADI2|11240 PADI3|51702 PADI4|23569
## V2 308.125 415.6585 1.0340 313.6395 1.3786 3.7912
## V3 1435.563 1614.4644 5.9815 1778.6841 106.0359 0.5438
## PADI6|353238 PAEP|5047 PAF1|54623 PAFAH1B1|5048 PAFAH1B2|5049 PAFAH1B3|5050
## V2 0.0000 0 1496.853 2898.581 562.4832 1808.694
## V3 1.6313 0 2456.770 2510.604 178.9016 2961.082
## PAFAH2|5051 PAG1|55824 PAGE1|8712 PAGE2B|389860 PAGE2|203569 PAGE3|139793
## V2 759.2834 90.3006 0.000 0.0000 0.3447 0
## V3 517.1289 230.5601 3612.289 6.5253 0.0000 0
## PAGE4|9506 PAGE5|90737 PAH|5053 PAICS|10606 PAIP1|10605 PAIP2B|400961
## V2 0 0 59.2813 2623.198 1321.422 215.7564
## V3 0 0 1.0875 2145.188 1115.824 145.1876
## PAIP2|51247 PAK1IP1|55003 PAK1|5058 PAK2|5062 PAK3|5063 PAK4|10298
## V2 1148.059 307.4357 2938.216 2387.107 0.3447 2206.85
## V3 1497.553 249.5922 1022.838 2384.992 1.0875 5461.12
## PAK6|56924 PAK7|57144 PALB2|79728 PALLD|23022 PALM2-AKAP2|445815
## V2 316.1383 0 394.2897 2313.350 297.6232
## V3 116.0196 0 377.9228 2402.936 678.1729
## PALM2|114299 PALM3|342979 PALMD|54873 PALM|5064 PAMR1|25891 PAM|5066
## V2 14.4481 46.1843 492.8621 1204.5826 34.8105 762.0407
## V3 23.7466 95.1604 301.2507 786.2969 116.9114 1047.8521
## PAN2|9924 PAN3|255967 PANK1|53354 PANK2|80025 PANK3|79646 PANK4|55229
## V2 644.8567 925.4089 93.4025 394.6344 630.3810 684.1478
## V3 890.1577 721.5878 48.9396 594.8885 686.2425 288.2001
## PANX1|24145 PANX2|56666 PANX3|116337 PAOX|196743 PAPD4|167153 PAPD5|64282
## V2 367.4063 239.8825 0 80.9948 974.6951 1258.3494
## V3 705.2746 109.8423 0 179.9891 455.1387 312.1262
## PAPD7|11044 PAPLN|89932 PAPL|390928 PAPOLA|10914 PAPOLB|56903 PAPOLG|64895
## V2 931.2681 171.9848 0.3447 2999.221 1.3786 218.1690
## V3 811.8543 196.3023 0.5438 3778.684 0.5438 332.2458
## PAPPA2|60676 PAPPA|5069 PAPSS1|9061 PAPSS2|9060 PAQR3|152559 PAQR4|124222
## V2 0 24.4708 1118.763 134.7616 656.6302 1140.076
## V3 0 48.3959 1094.617 493.2028 106.0903 1811.756
## PAQR5|54852 PAQR6|79957 PAQR7|164091 PAQR8|85315 PAQR9|344838 PAR-SN|347746
## V2 78.2376 129.5917 671.3954 104.7763 0.0000 30.1094
## V3 40.2393 147.9065 372.4850 236.5416 0.5438 101.6857
## PAR1|145624 PAR4|347745 PAR5|8123 PARD3B|117583 PARD3|56288 PARD6A|50855
## V2 0.3447 0 11.3737 34.1212 579.0268 499.7553
## V3 1.0875 0 25.5574 30.4513 803.1539 356.7156
## PARD6B|84612 PARD6G|84552 PARG|8505 PARK2|5071 PARK7|11315 PARL|55486
## V2 425.6536 126.1451 513.197 6.5485 4247.575 619.0072
## V3 300.1631 93.5291 336.596 7.0691 3810.223 919.5215
## PARM1|25849 PARN|5073 PARP10|84875 PARP11|57097 PARP12|64761 PARP14|54625
## V2 280.8969 1421.718 2861.702 269.1785 495.6194 1856.677
## V3 585.1006 1290.375 2946.710 169.1136 1850.4622 2241.436
## PARP15|165631 PARP16|54956 PARP1|142 PARP2|10038 PARP3|10039 PARP4|143
## V2 9.6504 540.4250 5434.580 307.0910 360.5131 2301.632
## V3 28.2762 462.2077 4945.623 530.7232 267.5367 1004.894
## PARP6|56965 PARP8|79668 PARP9|83666 PARS2|25973 PART1|25859 PARVA|55742
## V2 2426.398 52.0435 1831.658 231.6107 23.7815 1683.658
## V3 1263.730 615.0082 1384.638 157.1506 115.2800 1128.874
## PARVB|29780 PARVG|64098 PASD1|139135 PASK|23178 PATE1|160065 PATE2|399967
## V2 501.1339 148.5480 0 817.1861 0 1.3786
## V3 276.2371 303.4258 0 670.4731 0 0.0000
## PATE3|100169851 PATE4|399968 PATL1|219988 PATL2|197135 PATZ1|23598 PAWR|5074
## V2 1.034 2.7573 744.1184 6.8932 1374.155 48.2522
## V3 0.000 1.0875 2066.3404 112.5612 3488.309 195.2148
## PAX1|5075 PAX2|5076 PAX3|5077 PAX4|5078 PAX5|5079 PAX6|5080 PAX7|5081
## V2 0.0000 312.9502 0.0000 0 4.8252 63.0726 18.2669
## V3 1.6313 21.7510 0.5438 0 2.1751 21.7510 10.3317
## PAX8|7849 PAX9|5083 PAXIP1|22976 PBK|55872 PBLD|64081 PBOV1|59351
## V2 9.6504 36.5338 978.5760 648.6479 188.5284 0.3447
## V3 189.7771 239.2605 425.6879 780.3154 124.5242 1.6313
## PBRM1|55193 PBX1|5087 PBX2|5089 PBX3|5090 PBX4|80714 PBXIP1|57326 PCA3|50652
## V2 1365.538 6295.883 1271.7911 1804.289 11.0291 3087.798 0.6893
## V3 812.398 4828.711 814.5731 1014.138 34.8015 3531.267 1.0875
## PCBD1|5092 PCBD2|84105 PCBP1|5093 PCBP2|5094 PCBP3|54039 PCBP4|57060
## V2 1087.0539 704.4103 4443.342 5917.413 85.1307 753.0795
## V3 644.9157 194.6710 8679.717 8928.037 9.2442 901.0332
## PCCA|5095 PCCB|5096 PCDH10|57575 PCDH11X|27328 PCDH11Y|83259 PCDH12|51294
## V2 21.8031 1085.920 498.032 1.7233 0 325.7026
## V3 368.5046 1063.219 846.112 0.0000 0 370.8537
## PCDH15|65217 PCDH17|27253 PCDH18|54510 PCDH19|57526 PCDH1|5097 PCDH20|64881
## V2 0.3447 98.9171 155.7858 24.4708 3015.765 1.3786
## V3 0.0000 143.0125 207.1778 17.4008 1394.780 10.8755
## PCDH7|5099 PCDH8|5100 PCDH9|5101 PCDHA10|56139 PCDHA11|56138 PCDHA12|56137
## V2 169.5721 0.3447 1.0340 7.8617 1.9577 0.3447
## V3 243.6107 67.9717 2.1751 14.8233 5.9815 9.1245
## PCDHA13|56136 PCDHA1|56147 PCDHA2|56146 PCDHA3|56145 PCDHA4|56144
## V2 0.0000 3.1881 1.3786 4.7839 15.0444
## V3 48.4231 50.6471 9.7879 9.7879 65.1387
## PCDHA5|56143 PCDHA6|56142 PCDHA7|56141 PCDHA8|56140 PCDHA9|9752
## V2 2.4230 10.226 2.4230 1.0340 1.0340
## V3 38.0315 4.894 84.4372 2.6156 1.6313
## PCDHAC1|56135 PCDHAC2|56134 PCDHB10|56126 PCDHB11|56125 PCDHB12|56124
## V2 1.3786 1.3786 30.6746 13.7864 11.3737
## V3 3.7738 1.6313 37.5204 14.6819 20.6634
## PCDHB13|56123 PCDHB14|56122 PCDHB15|56121 PCDHB16|57717 PCDHB17|54661
## V2 22.4028 50.3202 43.0824 21.0242 0.3447
## V3 30.9951 56.5525 165.3072 84.2849 13.0506
## PCDHB18|54660 PCDHB19P|84054 PCDHB1|29930 PCDHB2|56133 PCDHB3|56132
## V2 3.1019 2.7573 0 16.1990 10.6844
## V3 6.5253 3.2626 0 40.2393 28.8200
## PCDHB4|56131 PCDHB5|26167 PCDHB6|56130 PCDHB7|56129 PCDHB8|56128
## V2 32.3979 13.7864 14.4757 25.5048 8.2718
## V3 249.5922 25.0136 249.5922 30.9951 22.2947
## PCDHB9|56127 PCDHGA10|56106 PCDHGA11|56105 PCDHGA12|26025 PCDHGA1|56114
## V2 6.8932 19.6456 20.1143 16.7470 3.1019
## V3 53.2898 48.5046 18.6514 76.7645 8.1566
## PCDHGA2|56113 PCDHGA3|56112 PCDHGA4|56111 PCDHGA5|56110 PCDHGA6|56109
## V2 14.8203 2.7573 9.3058 9.6504 14.131
## V3 23.3823 27.1887 8.1566 7.6128 20.087
## PCDHGA7|56108 PCDHGA8|9708 PCDHGA9|56107 PCDHGB1|56104 PCDHGB2|56103
## V2 16.8435 2.7573 22.4028 5.1699 11.7184
## V3 20.0870 3.8064 10.8755 8.1566 11.9630
## PCDHGB3|56102 PCDHGB4|8641 PCDHGB5|56101 PCDHGB6|56100 PCDHGB7|56099
## V2 6.2039 5.5145 26.9868 180.5047 26.5387
## V3 9.7879 18.4883 14.1381 17.9445 79.4018
## PCDHGB8P|56120 PCDHGC3|5098 PCDHGC4|56098 PCDHGC5|56097 PCDP1|200373
## V2 1.3786 516.9744 2.4850 1.7233 1.3786
## V3 0.5438 980.6580 0.5438 2.7189 5.4377
## PCF11|51585 PCGEM1|64002 PCGF1|84759 PCGF2|7703 PCGF3|10336 PCGF5|84333
## V2 1557.858 0 141.9994 925.0815 1565.785 923.3410
## V3 1658.510 0 437.7379 5491.4628 1198.477 585.1006
## PCGF6|84108 PCID2|55795 PCIF1|63935 PCK1|5105 PCK2|5106 PCLO|27445 PCM1|5108
## V2 159.9217 590.0559 733.434 1.0340 1426.543 1177.010 6013.262
## V3 133.2246 517.6726 1563.350 12.5068 1641.109 1284.938 2741.707
## PCMT1|5110 PCMTD1|115294 PCMTD2|55251 PCNAP1|359806 PCNA|5111 PCNP|57092
## V2 607.2888 974.0058 7004.846 0 3401.783 1744.318
## V3 1340.4024 1634.0402 1446.438 0 3525.285 1754.214
## PCNT|5116 PCNXL2|80003 PCNXL3|399909 PCNX|22990 PCOLCE2|26577 PCOLCE|5118
## V2 2141.7099 430.8235 1385.528 802.7104 8.6165 662.0448
## V3 659.5976 210.4405 1719.957 923.3279 12.5068 2186.7102
## PCOTH|542767 PCP2|126006 PCP4L1|654790 PCP4|5121 PCSK1N|27344 PCSK1|5122
## V2 16.1990 57.9027 0.6893 0.6893 36.8785 138974.709
## V3 3.4367 146.8189 35.3453 0.0000 53.8336 4.894
## PCSK2|5126 PCSK4|54760 PCSK5|5125 PCSK6|5046 PCSK7|9159 PCSK9|255738
## V2 3076.0800 69.6211 44.4610 3008.182 548.7037 3.1019
## V3 160.4133 178.9016 56.5525 1030.451 470.1414 1.6313
## PCTP|58488 PCYOX1L|78991 PCYOX1|51449 PCYT1A|5130 PCYT1B|9468 PCYT2|5833
## V2 519.7455 552.8328 3515.865 363.9597 1.3786 571.4443
## V3 997.2811 219.6846 3219.141 553.0179 4.3502 1439.3692
## PC|5091 PDAP1|11333 PDCD10|11235 PDCD11|22984 PDCD1LG2|80380 PDCD1|5133
## V2 1021.2241 1910.099 648.6479 1201.481 11.7184 5.1699
## V3 227.2974 3354.541 585.6444 1825.449 97.3355 84.8287
## PDCD2L|84306 PDCD2|5134 PDCD4|27250 PDCD5|9141 PDCD6IP|10015 PDCD6|10016
## V2 217.4797 329.8385 2081.798 770.6571 3184.648 2064.851
## V3 104.4046 629.6900 1373.513 859.1626 4166.939 1669.929
## PDCD7|10081 PDCL2|132954 PDCL3|79031 PDCL|5082 PDC|5132 PDDC1|347862
## V2 665.1915 0 420.8284 392.5664 1.0340 1740.182
## V3 751.4954 0 730.2882 412.1805 1.0875 1580.207
## PDE10A|10846 PDE11A|50940 PDE12|201626 PDE1A|5136 PDE1B|5153 PDE1C|5137
## V2 28.9513 63.0726 615.9053 28.6067 44.8056 3.4466
## V3 52.2023 39.1517 424.6873 31.5389 59.8151 4.8940
## PDE2A|5138 PDE3A|5139 PDE3B|5140 PDE4A|5141 PDE4B|5142 PDE4C|5143
## V2 127.1791 37.2232 16.1990 307.7803 65.1405 26.1941
## V3 195.7586 21.7510 63.6215 219.6846 1255.0299 10.8755
## PDE4DIP|9659 PDE4D|5144 PDE5A|8654 PDE6A|5145 PDE6B|5158 PDE6C|5146
## V2 1829.104 115.9915 119.1899 0.3447 5.8592 0.6893
## V3 3037.520 287.6563 153.5617 1.6313 300.7069 0.0000
## PDE6D|5147 PDE6G|5148 PDE6H|5149 PDE7A|5150 PDE7B|27115 PDE8A|5151
## V2 324.6686 17.9223 0 597.9486 26.8834 556.9687
## V3 492.1153 16.3132 0 841.5008 61.4464 549.2115
## PDE8B|8622 PDE9A|5152 PDF|64146 PDGFA|5154 PDGFB|5155 PDGFC|56034
## V2 20.6795 37.2232 148.1378 435.9934 952.9816 287.1008
## V3 9.7879 108.2110 122.1697 227.2974 619.9021 358.8907
## PDGFD|80310 PDGFRA|5156 PDGFRB|5159 PDGFRL|5157 PDHA1|5160 PDHA2|5161
## V2 223.3389 377.2980 3140.876 312.2609 1357.611 0
## V3 225.1223 653.8499 4145.188 510.0598 2606.123 0
## PDHB|5162 PDHX|8050 PDIA2|64714 PDIA3P|171423 PDIA3|2923 PDIA4|9601
## V2 1177.699 976.5666 29.5752 4555.700 17772.439 5378.401
## V3 1067.428 698.3578 8.5590 2257.205 8137.972 4302.338
## PDIA5|10954 PDIA6|10130 PDIK1L|149420 PDILT|204474 PDK1|5163 PDK2|5164
## V2 656.5751 5445.089 861.9917 0 293.3047 437.7167
## V3 492.6591 4830.092 452.4198 0 294.7254 1632.4089
## PDK3|5165 PDK4|5166 PDLIM1|9124 PDLIM2|64236 PDLIM3|27295 PDLIM4|8572
## V2 236.7806 408.4207 671.0507 721.0263 313.9842 261.2514
## V3 533.9859 286.0250 1223.4910 568.2436 1487.7651 243.0669
## PDLIM5|10611 PDLIM7|9260 PDP1|54704 PDP2|57546 PDPK1|5170 PDPN|10630
## V2 1641.955 592.8132 169.9168 297.4406 2137.043 127.8684
## V3 1804.241 1266.9929 719.9565 90.8102 1295.818 486.6775
## PDPR|55066 PDRG1|81572 PDS5A|23244 PDS5B|23047 PDSS1|23590 PDSS2|57107
## V2 896.1681 640.3761 1715.367 1040.5250 50.7234 143.0334
## V3 307.6563 985.3181 1764.002 644.9157 71.5389 299.0756
## PDX1|3651 PDXDC1|23042 PDXDC2|283970 PDXK|8566 PDXP|57026 PDYN|5173
## V2 0 4924.485 396.7023 3815.373 277.6330 0.6893
## V3 0 6007.069 1051.6585 1523.654 270.8265 0.0000
## PDZD11|51248 PDZD2|23037 PDZD3|79849 PDZD4|57595 PDZD7|79955 PDZD8|118987
## V2 607.6335 155.4411 0 1037.7677 33.4319 395.3237
## V3 971.1800 1046.2208 0 353.9967 16.8570 272.9744
## PDZD9|255762 PDZK1IP1|10158 PDZK1P1|728939 PDZK1|5174 PDZRN3|23024
## V2 2.0680 222.9943 56.5240 492.5175 479.7651
## V3 2.7189 70.1468 22.2947 11.4192 392.6047
## PDZRN4|29951 PEA15|8682 PEAR1|375033 PEBP1|5037 PEBP4|157310 PECAM1|5175
## V2 983.6563 4882.089 140.6208 4951.713 0.0000 474.9399
## V3 12.5068 4740.609 153.3442 3055.465 0.5438 821.0984
## PECI|10455 PECR|55825 PEF1|553115 PEG10|23089 PEG3AS|100169890 PEG3|5178
## V2 656.5682 105.0761 1512.708 114.0821 1.003 19.6766
## V3 694.3719 159.4236 1423.056 36315.3888 0.000 99.8369
## PELI1|57162 PELI2|57161 PELI3|246330 PELO|53918 PELP1|27043 PEMT|10400
## V2 581.0948 45.8396 1173.9079 526.2251 1585.431 275.3824
## V3 339.3148 45.1332 470.9081 326.4165 1453.507 334.9647
## PENK|5179 PEPD|5184 PER1|5187 PER2|8864 PER3|8863 PER4|168741 PERP|64065
## V2 1.0340 1047.7628 657.6090 772.0358 468.3913 0 1426.888
## V3 6.5253 863.5128 606.3078 1360.5220 1050.0272 0 5001.631
## PES1|23481 PET112L|5188 PEX10|5192 PEX11A|8800 PEX11B|8799 PEX11G|92960
## V2 1119.107 318.8094 724.1730 190.2517 1064.9958 119.9413
## V3 2348.559 474.1707 434.6438 419.2496 863.5128 104.4046
## PEX12|5193 PEX13|5194 PEX14|5195 PEX16|9409 PEX19|5824 PEX1|5189 PEX26|55670
## V2 312.9502 597.2937 375.6781 532.1532 1807.129 887.4965 360.5097
## V3 319.1952 825.9924 392.6047 650.3535 1859.315 861.8815 240.8918
## PEX2|5828 PEX3|8504 PEX5L|51555 PEX5|5830 PEX6|5190 PEX7|5191 PF4V1|5197
## V2 955.7389 122.6985 22.4028 1367.9509 1589.222 181.9799 0
## V3 673.1920 160.4133 8.1566 893.9641 1102.229 150.0816 0
## PF4|5196 PFAS|5198 PFDN1|5201 PFDN2|5202 PFDN4|5203 PFDN5|5204 PFDN6|10471
## V2 0 719.3030 1055.3453 574.8909 455.2943 2451.558 602.1190
## V3 0 405.1115 780.8592 1103.8608 284.3937 2554.649 690.5927
## PFKFB1|5207 PFKFB2|5208 PFKFB3|5209 PFKFB4|5210 PFKL|5211 PFKM|5213
## V2 7.9272 353.9646 966.768 270.2125 4685.292 678.6332
## V3 12.5068 373.0288 1055.465 384.9918 4843.937 522.5666
## PFKP|5214 PFN1|5216 PFN2|5217 PFN3|345456 PFN4|375189 PGA3|643834
## V2 1063.273 7808.935 2118.962 0 10.6844 1.0340
## V3 2613.921 12529.636 2105.492 0 10.3317 1.0875
## PGA4|643847 PGA5|5222 PGAM1|5223 PGAM2|5224 PGAM4|441531 PGAM5|192111
## V2 0 0 2278.884 119.9413 37.2232 479.8168
## V3 0 0 2836.868 152.8004 32.6264 607.9989
## PGAP1|80055 PGAP2|27315 PGAP3|93210 PGBD1|84547 PGBD2|267002 PGBD3|267004
## V2 182.3245 991.5834 940.9186 265.7320 238.8486 88.1499
## V3 109.2985 581.2942 10905.9271 107.1234 262.0990 62.0065
## PGBD4|161779 PGBD5|79605 PGCP|10404 PGC|5225 PGD|5226 PGF|5228 PGGT1B|5229
## V2 58.9367 628.6577 1316.5967 0.3447 1804.634 87.1987 409.1100
## V3 27.7325 21.7510 300.7069 3.2626 2952.692 207.1778 212.6156
## PGK1|5230 PGK2|5232 PGLS|25796 PGLYRP1|8993 PGLYRP2|114770 PGLYRP3|114771
## V2 6679.833 0.0000 926.7876 1.0340 40.6697 0
## V3 8679.174 6.5253 1713.9750 1.0875 1.6313 0
## PGLYRP4|57115 PGM1|5236 PGM2L1|283209 PGM2|55276 PGM3|5238 PGM5P2|595135
## V2 0.0000 1507.5377 964.3554 361.2024 171.8572 0.6893
## V3 5.9815 775.9652 853.1811 297.9880 330.5057 1.0875
## PGM5|5239 PGPEP1L|145814 PGPEP1|54858 PGP|283871 PGRMC1|10857 PGRMC2|10424
## V2 76.5143 0.3447 1001.5785 542.1483 1961.109 2559.092
## V3 19.0321 1.0875 349.1028 1146.8189 1099.511 1160.957
## PGR|5241 PGS1|9489 PHACTR1|221692 PHACTR2|9749 PHACTR3|116154 PHACTR4|65979
## V2 2273.2731 594.5227 16.0128 187.8391 43.0824 1764.309
## V3 27.1887 710.7123 83.2844 369.2224 14.1381 1148.450
## PHAX|51808 PHB2|11331 PHB|5245 PHC1|1911 PHC2|1912 PHC3|80012 PHEX|5251
## V2 626.5897 3188.783 2366.427 775.9614 2347.816 2074.501 24.4708
## V3 241.4356 2660.685 15828.711 545.3670 1956.498 1757.477 61.9902
## PHF10|55274 PHF11|51131 PHF12|57649 PHF13|148479 PHF14|9678 PHF15|23338
## V2 574.7289 233.3340 1210.418 1031.9085 1926.6428 2195.4767
## V3 952.1479 458.4013 3633.083 524.7417 421.9685 605.2202
## PHF16|9767 PHF17|79960 PHF19|26147 PHF1|5252 PHF20L1|51105 PHF20|51230
## V2 526.2940 737.2252 379.4694 1104.976 1279.0289 2299.908
## V3 535.6172 614.4644 744.9701 1253.399 830.3426 1205.546
## PHF21A|51317 PHF21B|112885 PHF23|79142 PHF2|5253 PHF3|23469 PHF5A|84844
## V2 1302.4657 76.8589 649.6819 1258.694 913.0012 284.3435
## V3 716.6939 23.3823 898.3143 1279.500 846.1120 472.5394
## PHF6|84295 PHF7|51533 PHF8|23133 PHGDH|26227 PHGR1|644844 PHIP|55023
## V2 1443.4311 63.7619 1664.013 741.3611 63.4172 947.2293
## V3 326.2643 47.3083 4122.893 759.6520 0.0000 936.8298
## PHKA1|5255 PHKA2|5256 PHKB|5257 PHKG1|5260 PHKG2|5261 PHLDA1|22822
## V2 1676.4205 1286.377 2269.578 13.7864 595.9151 346.0375
## V3 394.7798 1244.464 1891.789 10.8755 1359.4345 440.4568
## PHLDA2|7262 PHLDA3|23612 PHLDB1|23187 PHLDB2|90102 PHLDB3|653583
## V2 247.1204 888.1858 1766.721 468.736 492.8621
## V3 581.2942 1377.9228 1132.137 1154.976 960.3045
## PHLPP1|23239 PHLPP2|23035 PHOSPHO1|162466 PHOSPHO2|493911 PHOX2A|401
## V2 1064.306 601.8122 6.2039 52.6811 0
## V3 297.988 470.9462 92.9853 30.3317 0
## PHOX2B|8929 PHPT1|29085 PHRF1|57661 PHTF1|10745 PHTF2|57157 PHYHD1|254295
## V2 0 779.9629 1941.119 516.6436 823.3899 116.1500
## V3 0 3245.2420 2002.175 164.7635 827.6237 18.4883
## PHYHIPL|84457 PHYHIP|9796 PHYH|5264 PI15|51050 PI16|221476 PI3|5266
## V2 0.4963 111.3248 749.2883 36.1892 39.2911 0
## V3 1.9848 13.0506 349.1028 66.3404 13.0506 0
## PI4K2A|55361 PI4K2B|55300 PI4KAP1|728233 PI4KAP2|375133 PI4KA|5297
## V2 698.5786 372.5762 320.8774 135.4509 2481.544
## V3 620.9897 475.2583 309.4073 263.1865 3109.298
## PI4KB|5298 PIAS1|8554 PIAS2|9063 PIAS3|10401 PIAS4|51588 PIBF1|10464
## V2 2196.511 448.7458 318.8094 1495.819 725.5068 342.2462
## V3 1965.742 615.5519 77.2159 1427.950 464.3828 259.3801
## PICALM|8301 PICK1|9463 PID1|55022 PIF1|80119 PIGA|5277 PIGB|9488 PIGC|5279
## V2 2128.957 583.1627 58.5920 51.0095 231.2661 265.3907 469.0807
## V3 3104.948 581.8380 67.4279 216.9657 282.2186 304.7580 514.9538
## PIGF|5281 PIGG|54872 PIGH|5283 PIGK|10026 PIGL|9487 PIGM|93183 PIGN|23556
## V2 218.331 744.6871 248.3543 955.7389 53.0775 615.9053 1252.1455
## V3 170.310 855.2257 250.6036 487.2213 23.9260 601.4138 258.2926
## PIGO|84720 PIGP|51227 PIGQ|9091 PIGR|5284 PIGS|94005 PIGT|51604 PIGU|128869
## V2 1298.330 493.2068 1948.870 3.1019 2149.982 8747.441 712.0651
## V3 1134.312 219.6846 2374.731 11.9630 5251.767 3678.086 1049.4834
## PIGV|55650 PIGW|284098 PIGX|54965 PIGY|84992 PIGZ|80235 PIH1D1|55011
## V2 513.1970 313.6395 1063.9618 1230.0873 398.4256 769.9678
## V3 488.8526 334.9647 706.9059 609.5704 399.1300 1424.1436
## PIH1D2|120379 PIK3AP1|118788 PIK3C2A|5286 PIK3C2B|5287 PIK3C2G|5288
## V2 35.0794 123.7325 1819.7986 739.6378 165.0916
## V3 48.6949 238.7167 909.1898 692.2240 10.3317
## PIK3C3|5289 PIK3CA|5290 PIK3CB|5291 PIK3CD|5293 PIK3CG|5294 PIK3IP1|113791
## V2 634.1722 487.0029 1439.295 134.7616 42.7377 574.5463
## V3 268.6243 321.9141 1023.382 321.3866 53.2898 1637.8467
## PIK3R1|5295 PIK3R2|5296 PIK3R3|8503 PIK3R4|30849 PIK3R5|23533 PIK3R6|146850
## V2 2525.315 2867.968 3004.391 1089.8112 108.2229 12.7524
## V3 1603.589 2361.925 2389.342 809.1354 177.2703 38.6079
## PIKFYVE|200576 PILRA|29992 PILRB|29990 PIM1|5292 PIM2|11040 PIM3|415116
## V2 619.0072 116.8393 3576.938 622.7985 616.5946 1527.528
## V3 518.7602 336.0522 2770.609 599.7825 1046.2208 2122.893
## PIN1L|5301 PIN1|5300 PIN4|5303 PINK1|65018 PINX1|54984 PION|54103
## V2 0.0000 992.6174 360.5131 3025.415 87.1987 668.9828
## V3 2.1751 1417.6183 222.4035 1232.735 126.6993 412.7243
## PIP4K2A|5305 PIP4K2B|8396 PIP4K2C|79837 PIP5K1A|8394 PIP5K1B|8395
## V2 498.032 3045.061 1163.224 1412.756 57.9027
## V3 639.478 12374.660 1943.447 1587.276 26.6449
## PIP5K1C|23396 PIP5K1P1|206426 PIP5KL1|138429 PIPOX|51268 PIPSL|266971
## V2 2045.206 1.0340 17.9223 11.0291 114.4267
## V3 1833.061 0.5438 33.7140 183.2518 182.7080
## PIP|5304 PIRT|644139 PIR|8544 PISD|23761 PISRT1|140464 PITPNA|5306
## V2 8508.9370 0.3447 156.4751 856.1325 0 2003.502
## V3 330.6145 0.5438 1034.8015 960.3045 0 1871.126
## PITPNB|23760 PITPNC1|26207 PITPNM1|9600 PITPNM2|57605 PITPNM3|83394
## V2 907.142 143.0334 1787.4007 471.8379 120.6306
## V3 1700.381 1509.5160 369.7662 141.9250 388.7983
## PITRM1|10531 PITX1|5307 PITX2|5308 PITX3|5309 PIWIL1|9271 PIWIL2|55124
## V2 2031.161 577.3035 3.7912 0.0000 0 6.8932
## V3 1861.109 129.4182 5.4377 1.0875 0 8.7004
## PIWIL3|440822 PIWIL4|143689 PJA1|64219 PJA2|9867 PKD1L1|168507 PKD1L2|114780
## V2 0 14.1310 796.1619 3019.556 8.2718 49.6309
## V3 0 21.2072 325.1767 1461.664 5.9815 44.0457
## PKD1L3|342372 PKD1|5310 PKD2L1|9033 PKD2L2|27039 PKD2|5311 PKDCC|91461
## V2 1.7233 4021.824 9.3058 0.3584 544.2163 219.2030
## V3 2.1751 1818.380 3.2626 0.0000 323.0016 89.1789
## PKDREJ|10343 PKHD1L1|93035 PKHD1|5314 PKIA|5569 PKIB|5570 PKIG|11142
## V2 17.2329 7.9272 1.3786 7.2378 703.7933 513.8863
## V3 6.5253 25.0136 3.2626 49.4834 233.2790 367.0473
## PKLR|5313 PKM2|5315 PKMYT1|9088 PKN1|5585 PKN2|5586 PKN3|29941 PKNOX1|5316
## V2 15.8991 18416.15 396.4128 3821.232 1321.4219 736.5359 867.8509
## V3 3.0071 48438.83 1478.6188 3384.992 661.7727 456.2262 338.2273
## PKNOX2|63876 PKP1|5317 PKP2|5318 PKP3|11187 PKP4|8502 PL-5283|647087
## V2 8.6165 17.5776 571.4443 2799.664 961.5947 1297.985
## V3 12.5068 251.7673 82.1098 2085.916 1829.2333 1093.529
## PLA1A|51365 PLA2G10|8399 PLA2G12A|81579 PLA2G12B|84647 PLA2G15|23659
## V2 23.0921 2.4126 925.7536 0.0000 574.2016
## V3 115.2800 18.4883 897.2268 0.5438 1148.9940
## PLA2G16|11145 PLA2G1B|5319 PLA2G2A|5320 PLA2G2C|391013 PLA2G2D|26279
## V2 571.0997 0.3447 7.2378 0 9.6504
## V3 1315.9326 0.0000 4.3502 0 132.6808
## PLA2G2E|30814 PLA2G2F|64600 PLA2G3|50487 PLA2G4A|5321 PLA2G4C|8605
## V2 0 1.0340 0.0000 14.8203 392.9111
## V3 0 46.2208 1.0875 16.3132 198.4774
## PLA2G4D|283748 PLA2G4E|123745 PLA2G4F|255189 PLA2G5|5322 PLA2G6|8398
## V2 84.0968 0 194.0429 6.5485 806.8463
## V3 1.0875 0 172.3763 29.9076 326.8080
## PLA2G7|7941 PLA2R1|22925 PLAA|9373 PLAC1L|219990 PLAC1|10761 PLAC2|257000
## V2 29.6407 299.8532 854.3679 0 21.3688 1022.6027
## V3 64.7091 412.1805 528.7928 0 1.0875 269.7118
## PLAC4|191585 PLAC8L1|153770 PLAC8|51316 PLAC9|219348 PLAG1|5324 PLAGL1|5325
## V2 0.3447 3.7912 7.5825 27.5727 10.6844 46.8736
## V3 17.4008 9.7879 30.4513 31.5389 16.3132 93.5291
## PLAGL2|5326 PLAT|5327 PLAUR|5329 PLAU|5328 PLB1|151056 PLBD1|79887
## V2 871.6422 1362.7810 321.9113 695.363 54.4561 93.4025
## V3 727.5693 840.6743 722.6754 2167.597 102.2295 483.4149
## PLBD2|196463 PLCB1|23236 PLCB2|5330 PLCB3|5331 PLCB4|5332 PLCD1|5333
## V2 785.4775 32.0533 175.4313 761.3513 25.8494 238.5039
## V3 773.2463 403.4802 412.1805 1691.6803 1633.4965 587.2757
## PLCD3|113026 PLCD4|84812 PLCE1|51196 PLCG1|5335 PLCG2|5336 PLCH1|23007
## V2 209.5526 627.6237 37.5678 1830.073 113.0481 130.6257
## V3 141.9250 125.6117 52.7461 3209.880 242.5231 473.6270
## PLCH2|9651 PLCL1|5334 PLCL2|23228 PLCXD1|55344 PLCXD2|257068 PLCXD3|345557
## V2 691.3856 57.558 55.4901 493.2068 3.7912 63.4172
## V3 70.1468 45.677 97.8793 356.1718 56.0087 3.2626
## PLCZ1|89869 PLD1|5337 PLD2|5338 PLD3|23646 PLD4|122618 PLD5|200150
## V2 0 75.4803 607.9782 4569.487 106.4996 2.0680
## V3 0 539.9674 821.0984 6192.496 116.3676 0.5438
## PLD6|201164 PLDN|26258 PLEC|5339 PLEK2|26499 PLEKHA1|59338 PLEKHA2|59339
## V2 288.5622 1121.520 12092.35 124.7665 536.6338 483.9010
## V3 205.5682 759.652 12056.01 157.6944 445.3507 681.8923
## PLEKHA3|65977 PLEKHA4|57664 PLEKHA5|54477 PLEKHA6|22874 PLEKHA7|144100
## V2 226.4408 99.6064 1056.7239 1642.989 891.2877
## V3 218.5971 168.5699 466.5579 2442.632 728.6569
## PLEKHA8|84725 PLEKHA9|51054 PLEKHB1|58473 PLEKHB2|55041 PLEKHF1|79156
## V2 71.3444 51.3542 575.2356 1920.094 69.2764
## V3 195.2148 108.7548 134.8559 1778.140 175.6389
## PLEKHF2|79666 PLEKHG1|57480 PLEKHG2|64857 PLEKHG3|26030 PLEKHG4B|153478
## V2 1270.757 137.8635 327.7705 886.4625 191.6303
## V3 3648.178 300.1631 690.0489 1376.8352 32.6264
## PLEKHG4|25894 PLEKHG5|57449 PLEKHG6|55200 PLEKHG7|440107 PLEKHH1|57475
## V2 432.2022 193.0089 439.7847 1.3786 705.3167
## V3 505.1659 278.4122 710.7123 146.2751 501.9793
## PLEKHH2|130271 PLEKHH3|79990 PLEKHJ1|55111 PLEKHM1P|440456 PLEKHM1|9842
## V2 45.8396 1137.7188 1034.666 300.2357 740.3272
## V3 251.2235 815.6607 1251.767 1783.4258 917.8902
## PLEKHM2|23207 PLEKHM3|389072 PLEKHN1|84069 PLEKHO1|51177 PLEKHO2|80301
## V2 2010.050 329.8385 219.8923 265.0426 463.2215
## V3 1229.473 137.0310 70.6906 1440.4568 1268.0805
## PLEK|5341 PLGLA|285189 PLGLB2|5342 PLG|5340 PLIN1|5346 PLIN2|123 PLIN3|10226
## V2 136.4849 0 34.9725 0 37.9125 158.8877 1348.305
## V3 520.3915 0 137.1941 0 344.7526 663.9478 1895.052
## PLIN4|729359 PLIN5|440503 PLK1S1|55857 PLK1|5347 PLK2|10769 PLK3|1263
## V2 243.3291 97.5384 440.4740 631.0703 736.5359 269.8679
## V3 692.7678 22.2947 335.5084 1317.5639 3694.3991 308.3197
## PLK4|10733 PLK5P|126520 PLLP|51090 PLN|5350 PLOD1|5351 PLOD2|5352 PLOD3|8985
## V2 174.7420 5.8592 150.2712 58.9367 3357.666 1068.4423 2770.023
## V3 294.7254 5.4377 90.2664 81.0223 3143.556 951.0604 2009.244
## PLP1|5354 PLP2|5355 PLRG1|5356 PLS1|5357 PLS3|5358 PLSCR1|5359 PLSCR2|57047
## V2 4.4806 3447.622 502.1679 615.2160 641.7547 296.4066 2.4126
## V3 2.7189 5252.311 537.7923 297.4443 1752.0392 703.6433 0.5438
## PLSCR3|57048 PLSCR4|57088 PLSCR5|389158 PLTP|5360 PLUNC|51297 PLVAP|83483
## V2 423.7718 178.5333 0 337.7656 0 1599.562
## V3 628.8418 171.2887 0 939.6411 0 2574.769
## PLXDC1|57125 PLXDC2|84898 PLXNA1|5361 PLXNA2|5362 PLXNA3|55558 PLXNA4|91584
## V2 485.1073 259.8728 3423.151 1824.6238 3299.419 66.8638
## V3 1372.5666 415.4432 1480.152 217.5095 1373.573 293.6378
## PLXNB1|5364 PLXNB2|23654 PLXNB3|5365 PLXNC1|10154 PLXND1|23129 PM20D1|148811
## V2 2426.053 8780.873 2632.3145 239.5379 4547.773 0.6893
## V3 2646.003 8764.546 316.0685 233.2790 5241.979 1.6313
## PM20D2|135293 PMAIP1|5366 PMCHL1|5369 PMCHL2|5370 PMCH|5367 PMEPA1|56937
## V2 17.9223 354.3093 0 0.0000 0.3378 1795.328
## V3 201.1963 42.4144 0 1.6313 0.6852 3011.664
## PMF1|11243 PMFBP1|83449 PML|5371 PMM1|5372 PMM2|5373 PMP22|5376 PMP2|5375
## V2 1090.6763 1.0340 1406.208 290.2027 928.9141 2604.931 0
## V3 745.5139 16.3132 1892.333 488.8526 1178.3524 2044.590 0
## PMPCA|23203 PMPCB|9512 PMS1|5378 PMS2CL|441194 PMS2L11|441263 PMS2L1|5379
## V2 1114.282 1781.031 287.7901 119.9413 30.9056 304.1373
## V3 1706.906 1185.688 218.0533 172.3763 22.5340 343.4638
## PMS2L2|5380 PMS2L3|5387 PMS2L4|5382 PMS2L5|5383 PMS2|5395 PMVK|10654
## V2 61.3493 48.5969 37.9125 87.8880 1200.1020 1760.862
## V3 96.2480 46.7645 44.5895 126.1555 812.9418 1780.859
## PNCK|139728 PNKD|25953 PNKP|11284 PNLDC1|154197 PNLIPRP1|5407 PNLIPRP2|5408
## V2 114.0821 445.9885 564.5512 0.3447 0 33.0872
## V3 40.7830 1255.5737 1364.3284 18.4883 0 8.7004
## PNLIPRP3|119548 PNLIP|5406 PNMA1|9240 PNMA2|10687 PNMA3|29944 PNMA5|114824
## V2 0.3447 0 1219.748 3.7912 6.5485 6.2039
## V3 0.0000 0 1169.114 288.7439 15.2257 1.0875
## PNMA6A|84968 PNMAL1|55228 PNMAL2|57469 PNMT|5409 PNN|5411 PNO1|56902
## V2 32.7426 1668.493 88.7979 18.9562 2438.806 391.8771
## V3 54.3774 1443.719 39.6737 6797.7162 1752.583 597.0636
## PNOC|5368 PNPLA1|285848 PNPLA2|57104 PNPLA3|80339 PNPLA4|8228 PNPLA5|150379
## V2 4.4806 0.6893 2486.713 42.393 832.6957 0
## V3 15.7694 3.8064 2734.638 2.224 631.8651 0
## PNPLA6|10908 PNPLA7|375775 PNPLA8|50640 PNPO|55163 PNPT1|87178 PNP|4860
## V2 1780.852 260.9067 1253.1795 1434.125 476.3185 462.8768
## V3 1464.927 879.2822 842.8494 7323.002 773.7901 1257.2050
## PNRC1|10957 PNRC2|55629 POC1A|25886 POC1B|282809 POC5|134359 PODNL1|79883
## V2 390.8431 1729.153 165.0916 370.7219 234.3680 56.5240
## V3 1553.5617 1533.986 373.0288 231.6476 159.8695 247.4171
## PODN|127435 PODXL2|50512 PODXL|5420 POF1B|79983 POFUT1|23509 POFUT2|23275
## V2 564.8958 4162.10 4069.042 13.7864 2926.498 1113.5927
## V3 834.1490 4407.83 4026.645 310.4948 1827.080 574.2251
## POGK|57645 POGZ|23126 POLA1|5422 POLA2|23649 POLB|5423 POLD1|5424 POLD2|5425
## V2 2151.016 2303.010 1207.6845 358.7898 487.6922 685.8711 2257.860
## V3 1565.525 2125.068 641.6531 560.0870 441.5443 811.8543 2502.447
## POLD3|10714 POLD4|57804 POLDIP2|26073 POLDIP3|84271 POLE2|5427 POLE3|54107
## V2 464.2554 2676.276 3011.460 1650.571 54.8008 1192.175
## V3 446.9821 1766.721 9319.228 2002.719 201.1963 1976.618
## POLE4|56655 POLE|5426 POLG2|11232 POLG|5428 POLH|5429 POLI|11201 POLK|51426
## V2 545.9396 1392.766 159.5770 1820.529 1072.9229 1345.8927 693.4536
## V3 749.8641 2035.345 883.0886 1614.138 729.2007 266.9929 213.1593
## POLL|27343 POLM|27434 POLN|353497 POLQ|10721 POLR1A|25885 POLR1B|84172
## V2 586.9747 826.4919 2.8882 269.5232 838.5549 705.1720
## V3 455.8782 694.9429 66.4981 569.8749 1152.2567 482.3274
## POLR1C|9533 POLR1D|51082 POLR1E|64425 POLR2A|5430 POLR2B|5431 POLR2C|5432
## V2 482.5224 1552.343 307.0910 4146.59 1806.012 1311.427
## V3 421.4247 1215.334 180.5329 5226.21 1355.084 1845.024
## POLR2D|5433 POLR2E|5434 POLR2F|5435 POLR2G|5436 POLR2H|5437 POLR2I|5438
## V2 469.4253 2716.256 536.8130 1750.867 1064.651 510.8395
## V3 592.7134 3034.802 573.1376 1900.489 1521.479 650.2121
## POLR2J2|246721 POLR2J3|548644 POLR2J4|84820 POLR2J|5439 POLR2K|5440
## V2 378.7904 692.0094 298.2746 742.3951 679.3225
## V3 963.9478 2413.1811 596.2697 1437.1941 745.5139
## POLR2L|5441 POLR3A|11128 POLR3B|55703 POLR3C|10623 POLR3D|661 POLR3E|55718
## V2 1626.445 601.4296 280.5523 467.7020 541.4590 1336.587
## V3 2928.766 363.7847 197.3899 405.6552 530.7232 1170.201
## POLR3F|10621 POLR3GL|84265 POLR3G|10622 POLR3H|171568 POLR3K|51728
## V2 386.7072 445.6439 47.2183 1500.2068 382.5713
## V3 434.4753 460.0326 18.4883 593.5563 408.9179
## POLRMT|5442 POM121C|100101267 POM121L10P|646074 POM121L12|285877
## V2 1314.184 1205.9612 16.1990 0
## V3 1210.984 848.2871 19.0321 0
## POM121L1P|25812 POM121L2|94026 POM121L4P|266697 POM121L8P|29797
## V2 1.7233 0 0.6893 0.6893
## V3 4.3502 0 0.0000 1.0875
## POM121L9P|29774 POM121|9883 POMC|5443 POMGNT1|55624 POMP|51371 POMT1|10585
## V2 21.7135 3187.767 2.4126 5189.531 832.3511 694.1429
## V3 21.7510 2545.367 10.3317 1120.631 1394.2360 1521.4791
## POMT2|29954 POMZP3|22932 PON1|5444 PON2|5445 PON3|5446 POP1|10940 POP4|10775
## V2 878.8800 360.7096 0.0000 1788.435 0.6893 192.3196 535.2552
## V3 398.5862 152.0337 26.2045 1697.118 135.2964 229.4725 532.8983
## POP5|51367 POP7|10248 POPDC2|64091 POPDC3|64208 PORCN|64840 POR|5447
## V2 240.2272 604.5316 68.5871 22.0582 253.3242 1353.13
## V3 525.2855 825.4486 71.7781 2.1751 223.4910 4341.49
## POSTN|10631 POT1|25913 POTEA|340441 POTEB|339010 POTEC|388468 POTED|317754
## V2 9626.321 552.4881 0 0.000 0 0.0000
## V3 14208.265 391.5171 0 11.963 0 0.5438
## POTEE|445582 POTEF|728378 POTEG|404785 POTEH|23784 POU1F1|5449 POU2AF1|5450
## V2 0.3447 3.4466 0 0 1.3786 74.1016
## V3 2.1751 8.1566 0 0 0.0000 229.4725
## POU2F1|5451 POU2F2|5452 POU2F3|25833 POU3F1|5453 POU3F2|5454 POU3F3|5455
## V2 56.1794 41.0144 51.0095 5.1699 0.3447 0
## V3 36.9766 72.8657 61.4464 10.8755 0.0000 0
## POU3F4|5456 POU4F1|5457 POU4F2|5458 POU4F3|5459 POU5F1B|5462 POU5F1|5460
## V2 0 0.0000 0 0.0000 2.7573 5.5145
## V3 0 3.2626 0 231.1039 6.8080 3.8064
## POU5F2|134187 POU6F1|5463 POU6F2|11281 PP14571|100130449 PPA1|5464
## V2 0 187.4944 0.0000 13.4417 1868.396
## V3 0 157.6944 3.2626 504.6221 2247.417
## PPA2|27068 PPAN-P2RY11|692312 PPAN|56342 PPAP2A|8611 PPAP2B|8613 PPAP2C|8612
## V2 1402.072 96.1736 829.2767 234.7368 644.5120 2016.943
## V3 1025.014 0.0000 637.8467 554.5133 618.8146 2175.639
## PPAPDC1A|196051 PPAPDC1B|84513 PPAPDC2|403313 PPAPDC3|84814 PPARA|5465
## V2 41.0144 1647.469 432.5468 11.0291 144.0674
## V3 203.9152 1125.612 284.3937 36.4328 212.6156
## PPARD|5467 PPARGC1A|10891 PPARGC1B|133522 PPARG|5468 PPAT|5471 PPBPL2|10895
## V2 708.9632 3.1019 4.1359 24.8154 444.6099 0
## V3 915.1713 3.2626 8.1566 196.3023 281.6748 0
## PPBP|5473 PPCDC|60490 PPCS|79717 PPDPF|79144 PPEF1|5475 PPEF2|5470
## V2 0 193.0089 1091.8791 10070.24 47.2183 0.3447
## V3 0 319.7390 817.8358 15663.95 85.9163 0.0000
## PPFIA1|8500 PPFIA2|8499 PPFIA3|8541 PPFIA4|8497 PPFIBP1|8496 PPFIBP2|8495
## V2 4903.206 1.3786 1051.8987 552.8328 1033.976 448.7458
## V3 1206.509 11.4192 942.9038 175.6389 1273.518 1134.3121
## PPHLN1|51535 PPIAL4B|653505 PPIAL4C|653598 PPIAL4D|645142 PPIAL4E|730262
## V2 827.8705 0 24.4708 1.0340 0
## V3 770.5275 0 42.9581 1.0875 0
## PPIAL4G|644591 PPIA|5478 PPIB|5479 PPIC|5480 PPID|5481 PPIEL|728448
## V2 14.1310 4150.726 9247.717 212.6545 572.1336 171.9848
## V3 26.6449 6350.190 9619.375 712.3437 603.5889 83.1974
## PPIE|10450 PPIF|10105 PPIG|9360 PPIH|10465 PPIL1|51645 PPIL2|23759
## V2 721.3709 970.2146 1103.5975 315.0182 754.8028 958.7995
## V3 763.4584 929.8532 832.5177 240.8918 816.7482 1910.4024
## PPIL3|53938 PPIL4|85313 PPIL5|122769 PPIL6|285755 PPIP5K1|9677 PPIP5K2|23262
## V2 203.6934 154.7518 154.7518 55.1454 1649.1925 1337.2762
## V3 220.7722 406.7428 298.5318 112.0174 589.4508 466.0141
## PPL|5493 PPM1A|5494 PPM1B|5495 PPM1D|8493 PPM1E|22843 PPM1F|9647 PPM1G|5496
## V2 691.3856 1584.741 733.0893 331.9064 76.5039 868.3231 2136.885
## V3 1218.5971 2393.148 986.4057 506.7972 57.3899 486.6775 4019.576
## PPM1H|57460 PPM1J|333926 PPM1K|152926 PPM1L|151742 PPM1M|132160 PPM1N|147699
## V2 451.5031 1285.922 76.8589 34.1212 386.7072 6.2039
## V3 823.8173 69.603 71.7781 38.0642 473.0832 97.3355
## PPME1|51400 PPOX|5498 PPP1CA|5499 PPP1CB|5500 PPP1CC|5501 PPP1R10|5514
## V2 1060.170 493.5514 10617.704 4492.738 2222.705 3970.814
## V3 1690.049 376.2915 5431.229 4159.070 2444.263 5129.418
## PPP1R11|6992 PPP1R12A|4659 PPP1R12B|4660 PPP1R12C|54776 PPP1R13B|23368
## V2 1435.504 829.5938 703.7933 1252.835 752.0456
## V3 1872.757 921.6966 775.4214 1988.037 1006.5253
## PPP1R13L|10848 PPP1R14A|94274 PPP1R14B|26472 PPP1R14C|81706 PPP1R14D|54866
## V2 594.8811 17.2329 811.3269 3.7912 0.6893
## V3 2398.5862 22.8385 1721.0440 123.9804 5.4377
## PPP1R15A|23645 PPP1R15B|84919 PPP1R16A|84988 PPP1R16B|26051 PPP1R1A|5502
## V2 653.1285 1647.814 1152.973 89.9560 19.3009
## V3 830.8864 1333.333 1310.696 177.2703 148.9940
## PPP1R1B|84152 PPP1R1C|151242 PPP1R2P1|5505 PPP1R2P3|153743 PPP1R2P9|80316
## V2 2.7573 1.0340 0.6893 65.1405 6.8932
## V3 820.0109 49.4834 4.3502 77.7597 0.0000
## PPP1R2|5504 PPP1R3A|5506 PPP1R3B|79660 PPP1R3C|5507 PPP1R3D|5509
## V2 1317.286 0 1328.660 540.7697 969.1013
## V3 2181.620 0 1839.043 51.1147 717.2050
## PPP1R3E|90673 PPP1R3F|89801 PPP1R3G|648791 PPP1R7|5510 PPP1R8|5511
## V2 150.9571 291.5814 2.7573 893.7003 973.3165
## V3 210.9190 238.1729 18.4883 1705.8184 697.1180
## PPP1R9A|55607 PPP1R9B|84687 PPP2CA|5515 PPP2CB|5516 PPP2R1A|5518
## V2 1124.2771 2050.72 2890.540 1760.862 5855.064
## V3 718.3252 10096.79 2196.503 1662.316 10555.737
## PPP2R1B|5519 PPP2R2A|5520 PPP2R2B|5521 PPP2R2C|5522 PPP2R2D|55844
## V2 1072.9229 1494.0960 1.3786 1479.965 469.7700
## V3 641.6531 940.7287 43.5019 456.770 515.4976
## PPP2R3A|5523 PPP2R3B|28227 PPP2R3C|55012 PPP2R4|5524 PPP2R5A|5525
## V2 561.1046 276.4164 217.8244 4309.959 2344.025
## V3 603.0451 283.3061 273.5182 9265.362 1769.984
## PPP2R5B|5526 PPP2R5C|5527 PPP2R5D|5528 PPP2R5E|5529 PPP3CA|5530 PPP3CB|5532
## V2 449.4351 1524.426 1736.439 551.7988 1078.7821 961.2535
## V3 632.4089 1942.360 1723.241 654.1599 667.2104 943.9913
## PPP3CC|5533 PPP3R1|5534 PPP3R2|5535 PPP4C|5531 PPP4R1L|55370 PPP4R1|9989
## V2 349.8701 1209.408 0.0000 1867.017 46.5289 1355.543
## V3 395.0625 1270.256 0.5438 3126.699 21.7510 1239.804
## PPP4R2|151987 PPP4R4|57718 PPP5C|5536 PPP6C|5537 PPPDE1|51029 PPPDE2|27351
## V2 361.2024 50.6648 1833.240 1514.086 936.438 170.6061
## V3 317.0201 1.6313 2019.032 1858.619 1241.979 206.6340
## PPRC1|23082 PPT1|5538 PPT2|9374 PPTC7|160760 PPWD1|23398 PPY2|23614
## V2 1180.1118 4420.249 452.8886 315.0182 483.5563 0.0000
## V3 920.0653 5394.780 458.1077 205.5465 384.4481 9.2442
## PPYR1|5540 PPY|5539 PQBP1|10084 PQLC1|80148 PQLC2|54896 PQLC3|130814
## V2 0.3447 0 1285.922 856.1325 430.8235 346.7268
## V3 0.5438 0 2468.733 403.4802 298.5318 873.3007
## PRAC|84366 PRAF2|11230 PRAM1|84106 PRAMEF10|343071 PRAMEF11|440560
## V2 0 1053.967 43.4270 0 0
## V3 0 1231.104 52.7461 0 0
## PRAMEF12|390999 PRAMEF13|400736 PRAMEF14|729528 PRAMEF16|654348
## V2 0 0 0 0
## V3 0 0 0 0
## PRAMEF17|391004 PRAMEF18|391003 PRAMEF1|65121 PRAMEF20|645425
## V2 0 0 0 0
## V3 0 0 0 0
## PRAMEF22|653606 PRAMEF2|65122 PRAMEF3|401940 PRAMEF4|400735 PRAMEF5|343068
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## PRAMEF6|440561 PRAMEF8|391002 PRAMEF9|343070 PRAME|23532 PRAP1|118471
## V2 0 0 0 2.0680 0.0000
## V3 0 0 0 626.9712 0.5438
## PRB1|5542 PRB2|653247 PRB3|5544 PRB4|5545 PRC1|9055 PRCC|5546 PRCD|768206
## V2 0 0 0.0000 0 1877.012 2590.800 4.8252
## V3 0 0 1.0875 0 2130.506 2133.225 20.6634
## PRCP|5547 PRDM10|56980 PRDM11|56981 PRDM12|59335 PRDM13|59336 PRDM14|63978
## V2 1545.795 389.4645 27.5727 4.8252 0.0000 0
## V3 1816.205 164.2197 10.3317 7.0691 0.5438 0
## PRDM15|63977 PRDM16|63976 PRDM1|639 PRDM2|7799 PRDM4|11108 PRDM5|11107
## V2 638.6528 8.2718 146.4800 1752.935 743.4291 4.4806
## V3 172.3763 8.1566 282.2186 1184.883 604.1327 4.8940
## PRDM6|93166 PRDM7|11105 PRDM8|56978 PRDM9|56979 PRDX1|5052 PRDX2|7001
## V2 9.6504 0.0000 6.5485 0.3447 4706.316 6768.065
## V3 18.4883 7.0691 33.7140 0.0000 7334.421 737.901
## PRDX3|10935 PRDX4|10549 PRDX5|25824 PRDX6|9588 PRDXDD1P|344405 PREB|10113
## V2 3508.627 2194.098 1766.377 1821.177 30.3300 1080.161
## V3 2362.153 2607.939 3707.994 2779.228 32.6264 2563.350
## PRELID1|27166 PRELID2|153768 PRELP|5549 PREPL|9581 PREP|5550 PREX1|57580
## V2 2146.528 60.3153 309.1590 2047.963 302.6104 14490.4909
## V3 2333.747 30.9951 430.1251 1933.834 488.8526 846.6558
## PREX2|80243 PRF1|5551 PRG1|23574 PRG2|5553 PRG3|10394 PRG4|10216 PRH1|5554
## V2 23.4368 15.8543 0 2.7573 0 1370.8977 54.9490
## V3 15.2257 191.9521 0 5.4377 0 8.2436 29.0701
## PRH2|5555 PRHOXNB|646625 PRIC285|85441 PRICKLE1|144165 PRICKLE2|166336
## V2 11.7184 0 6004.301 189.5624 671.0507
## V3 2.7189 0 2547.580 208.2654 379.5541
## PRICKLE3|4007 PRICKLE4|29964 PRIM1|5557 PRIM2|5558 PRIMA1|145270
## V2 366.7170 200.4363 174.0527 173.3634 107.5336
## V3 457.3138 42.6591 312.1262 318.1077 90.2664
## PRINS|100169750 PRKAA1|5562 PRKAA2|5563 PRKAB1|5564 PRKAB2|5565 PRKACA|5566
## V2 1.7233 771.0018 1393.8003 625.2111 525.2600 3428.321
## V3 0.0000 972.8113 180.5329 585.1006 419.7934 2611.202
## PRKACB|5567 PRKACG|5568 PRKAG1|5571 PRKAG2|51422 PRKAG3|53632 PRKAR1A|5573
## V2 15318.0167 0 966.0787 714.1331 0.3447 7355.709
## V3 592.7134 0 1035.5247 412.1805 0.0000 23047.852
## PRKAR1B|5575 PRKAR2A|5576 PRKAR2B|5577 PRKCA|5578 PRKCB|5579 PRKCDBP|112464
## V2 244.0184 446.6778 408.4207 54.4561 31.7086 157.8537
## V3 525.8293 156.0631 2195.7586 205.5465 160.9570 293.6378
## PRKCD|5580 PRKCE|5581 PRKCG|5582 PRKCH|5583 PRKCI|5584 PRKCQ|5588
## V2 2050.375 156.8198 1.7233 161.9896 949.1904 4.1359
## V3 2587.820 152.8004 1.0875 948.8853 1426.3187 47.3083
## PRKCSH|5589 PRKCZ|5590 PRKD1|5587 PRKD2|25865 PRKD3|23683 PRKDC|5591
## V2 10874.675 388.0652 31.7086 1276.961 199.2128 6634.338
## V3 6648.178 338.2599 69.6030 2129.418 1090.2664 4196.846
## PRKG1|5592 PRKG2|5593 PRKRA|8575 PRKRIP1|79706 PRKRIR|5612 PRKX|5613
## V2 85.8200 30.6746 610.5252 836.7110 876.4674 68.9318
## V3 73.4095 19.5759 547.8303 963.8662 727.0256 224.5786
## PRKY|5616 PRLHR|2834 PRLH|51052 PRLR|5618 PRL|5617 PRM1|5619 PRM2|5620
## V2 0.3447 0 1.3786 3241.861 0 0 0
## V3 0.5438 0 0.5438 1733.551 0 0 0
## PRM3|58531 PRMT10|90826 PRMT1|3276 PRMT2|3275 PRMT3|10196 PRMT5|10419
## V2 0 175.4313 1711.231 2106.210 489.4155 1033.287
## V3 0 185.4269 3387.167 1605.764 224.0348 1300.707
## PRMT6|55170 PRMT7|54496 PRMT8|56341 PRND|23627 PRNP|5621 PRNT|149830
## V2 178.1886 1141.8547 2.4126 8.2718 2651.805 0
## V3 779.2278 789.5595 2.1751 48.3959 1369.222 0
## PRO0611|28997 PRO0628|29053 PRO1768|29018 PROCA1|147011 PROCR|10544
## V2 1.3786 1.034 0.0000 47.5629 147.8586
## V3 0.0000 0.000 0.5438 582.9255 126.1555
## PROC|5624 PRODH2|58510 PRODH|5625 PROK1|84432 PROK2|60675 PROKR1|10887
## V2 27.2280 0.3447 586.6093 1.7233 0.3447 0.6893
## V3 8.1566 0.0000 1325.7205 9.2442 0.0000 4.9212
## PROKR2|128674 PROL1|58503 PROM1|8842 PROM2|150696 PROP1|5626 PROS1|5627
## V2 0 0 3.4466 3714.044 0 114.4267
## V3 0 0 10.8755 2910.821 0 143.0125
## PROSC|11212 PROX1|5629 PROX2|283571 PROZ|8858 PRPF18|8559 PRPF19|27339
## V2 990.5495 9.3058 0.0000 1.7233 259.9899 7865.804
## V3 1573.1376 2.1751 2.1751 3.8064 175.2855 4949.429
## PRPF31|26121 PRPF38A|84950 PRPF38B|55119 PRPF39|55015 PRPF3|9129
## V2 1312.392 978.1417 1244.5630 513.5416 4438.516
## V3 2176.901 618.8146 703.0995 649.2659 1825.992
## PRPF40A|55660 PRPF40B|25766 PRPF4B|8899 PRPF4|9128 PRPF6|24148 PRPF8|10594
## V2 1869.085 474.8985 2082.084 629.0024 4062.149 7486.334
## V3 1615.008 517.7216 1177.270 1685.6987 12717.238 5823.274
## PRPH2|5961 PRPH|5630 PRPS1L1|221823 PRPS1|5631 PRPS2|5634 PRPSAP1|5635
## V2 6.8932 3.4466 0.3447 709.3079 6362.747 749.6329
## V3 7.6128 45.6770 0.5438 431.2126 1798.260 1085.9163
## PRPSAP2|5636 PRR11|55771 PRR12|57479 PRR13|54458 PRR14|78994 PRR15L|79170
## V2 350.1734 100.9850 2970.614 949.4627 1100.496 1146.680
## V3 532.8983 524.1979 2363.241 2078.9940 1358.891 7371.941
## PRR15|222171 PRR16|51334 PRR18|285800 PRR19|284338 PRR20A|122183
## V2 611.4248 13.4417 0 349.2152 0
## V3 988.0370 22.2947 0 160.1794 0
## PRR20B|729233 PRR20C|729240 PRR20D|729246 PRR21|643905 PRR22|163154
## V2 0 0 0 1.3786 27.5727
## V3 0 0 0 0.0000 71.7781
## PRR23A|729627 PRR23B|389151 PRR23C|389152 PRR24|255783 PRR25|388199
## V2 0 0 0 177.8440 0
## V3 0 0 0 343.1213 0
## PRR3|80742 PRR4|11272 PRR5-ARHGAP8|553158 PRR5L|79899 PRR5|55615 PRR7|80758
## V2 260.7068 37.3748 79.6058 81.6841 278.4016 118.2180
## V3 378.6949 39.3366 151.7401 147.3627 240.4568 104.9483
## PRRC1|133619 PRRG1|5638 PRRG2|5639 PRRG3|79057 PRRG4|79056 PRRT1|80863
## V2 2220.637 214.7224 306.0570 0.0000 304.3337 117.6975
## V3 1190.865 152.8004 345.2964 1.0875 136.4872 85.5737
## PRRT2|112476 PRRT3|285368 PRRT4|401399 PRRX1|5396 PRRX2|51450 PRSS12|8492
## V2 662.7789 160.2664 12.4077 747.9096 44.1163 0.6893
## V3 158.7819 577.4878 22.2947 1843.3931 123.9804 2.1751
## PRSS16|10279 PRSS1|5644 PRSS21|10942 PRSS22|64063 PRSS23|11098 PRSS27|83886
## V2 152.6839 0.3447 1.034 68.9318 36321.101 34.1212
## V3 68.5155 0.0000 0.000 697.1180 1829.935 30.4513
## PRSS30P|124221 PRSS33|260429 PRSS35|167681 PRSS36|146547 PRSS37|136242
## V2 0.3447 0.0000 8.2718 59.2813 0.3447
## V3 7.0691 1.0875 1.6313 87.5476 2.7189
## PRSS38|339501 PRSS3|5646 PRSS41|360226 PRSS42|339906 PRSS45|377047
## V2 0.3447 0.3447 0.0000 0.0000 14.1310
## V3 0.5438 0.0000 0.5438 0.5438 3.2626
## PRSS48|345062 PRSS50|29122 PRSS53|339105 PRSS54|221191 PRSS55|203074
## V2 0 70.9997 137.1777 0 0.3447
## V3 0 77.2159 42.9581 0 0.0000
## PRSS8|5652 PRSSL1|400668 PRTFDC1|56952 PRTG|283659 PRTN3|5657 PRUNE2|158471
## V2 1793.949 3.1019 50.3202 251.9456 1.0340 407.7314
## V3 4936.922 0.0000 41.8706 17.9445 6.5253 65.7966
## PRUNE|58497 PRX|57716 PRY2|442862 PSAPL1|768239 PSAP|5660 PSAT1|29968
## V2 3198.4339 226.4408 0 0 29441.10 18.9562
## V3 721.5878 52.2023 0 0 26874.93 494.2904
## PSCA|8000 PSD2|84249 PSD3|23362 PSD4|23550 PSD|5662 PSEN1|5663 PSEN2|5664
## V2 71.6890 13.4417 10802.986 3051.609 520.0902 1539.936 772.7251
## V3 76.6721 11.4192 1589.451 2133.225 30.4513 1963.023 803.6977
## PSENEN|55851 PSG10|653492 PSG11|5680 PSG1|5669 PSG2|5670 PSG3|5671 PSG4|5672
## V2 981.0507 0 0 0.0000 0 0.3447 5.1699
## V3 1264.2741 0 0 0.5438 0 0.0000 0.5438
## PSG5|5673 PSG6|5675 PSG7|5676 PSG8|440533 PSG9|5678 PSIMCT-1|100101490
## V2 0.6893 0 0.3447 2.7573 2.4126 22.9336
## V3 1.0875 0 0.0000 1.0875 0.0000 19.0430
## PSIP1|11168 PSKH1|5681 PSKH2|85481 PSMA1|5682 PSMA2|5683 PSMA3|5684
## V2 892.3217 1352.4412 1.034 1944.276 1827.150 776.1717
## V3 529.6357 746.0576 0.000 2274.856 2813.143 1766.1773
## PSMA4|5685 PSMA5|5686 PSMA6|5687 PSMA7|5688 PSMA8|143471 PSMB10|5699
## V2 1808.770 1217.680 1223.473 6585.051 0.0000 502.8572
## V3 2558.456 1458.945 2391.300 5896.683 1.0875 1431.2126
## PSMB11|122706 PSMB1|5689 PSMB2|5690 PSMB3|5691 PSMB4|5692 PSMB5|5693
## V2 0 858.2005 1813.443 1362.092 2698.679 1541.314
## V3 0 3326.2643 1528.548 13337.140 6510.060 2700.381
## PSMB6|5694 PSMB7|5695 PSMB8|5696 PSMB9|5698 PSMC1|5700 PSMC2|5701
## V2 936.0934 1140.669 805.8123 125.4558 345.3481 1509.261
## V3 2459.4889 3344.617 1764.5459 756.3893 1036.4328 2423.600
## PSMC3IP|29893 PSMC3|5702 PSMC4|5704 PSMC5|5705 PSMC6|5706 PSMD10|5716
## V2 169.7548 1711.576 1092.224 1835.439 795.8172 1281.441
## V3 135.4377 3170.201 3834.693 29006.221 1511.1474 605.764
## PSMD11|5717 PSMD12|5718 PSMD13|5719 PSMD14|10213 PSMD1|5707 PSMD2|5708
## V2 1104.631 833.7297 1721.571 803.0551 1527.183 5275.693
## V3 1122.893 10092.4415 3356.172 1810.2229 2970.636 7131.050
## PSMD3|5709 PSMD4|5710 PSMD5|5711 PSMD6|9861 PSMD7|5713 PSMD8|5714 PSMD9|5715
## V2 3107.789 1955.249 821.6666 880.2586 1573.368 3108.823 562.8279
## V3 33423.056 3793.366 1353.9967 1296.9005 2285.481 3998.912 826.5362
## PSME1|5720 PSME2|5721 PSME3|10197 PSME4|23198 PSMF1|9491 PSMG1|8624
## V2 2212.710 931.9575 2944.420 1092.224 3269.778 701.7254
## V3 3950.517 3108.2110 1500.272 2871.126 5102.230 300.7069
## PSMG2|56984 PSMG3|84262 PSMG4|389362 PSORS1C1|170679 PSORS1C2|170680
## V2 719.6476 533.1872 225.0622 19.6456 5.8592
## V3 631.3214 728.1131 94.6166 15.7694 3.8064
## PSORS1C3|100130889 PSPC1|55269 PSPH|5723 PSPN|5623 PSRC1|84722 PSTK|118672
## V2 0 822.7006 462.1875 4.1359 361.5471 58.2473
## V3 0 849.9184 465.4704 2.1751 252.3110 41.8706
## PSTPIP1|9051 PSTPIP2|9050 PTAFR|5724 PTAR1|375743 PTBP1|5725 PTBP2|58155
## V2 17.2329 100.2957 42.393 1021.9134 6883.871 344.3142
## V3 178.3578 103.3170 62.534 472.5394 6752.039 194.1272
## PTCD1|26024 PTCD2|79810 PTCD3|55037 PTCH1|5727 PTCH2|8643 PTCHD1|139411
## V2 782.1136 156.1304 749.6329 40.6697 72.7230 1.3786
## V3 715.4486 81.0223 1000.5438 30.4513 73.9532 4.3502
## PTCHD2|57540 PTCHD3|374308 PTCRA|171558 PTDSS1|9791 PTDSS2|81490
## V2 191.6303 0.6893 0.6893 1484.101 497.3427
## V3 31.5389 0.0000 5.9815 1491.028 507.8847
## PTENP1|11191 PTEN|5728 PTER|9317 PTF1A|256297 PTGDR|5729 PTGDS|5730
## V2 209.8972 1724.328 373.9548 0 2.4126 103.3976
## V3 141.9250 1106.580 147.3627 0 11.4192 326.8080
## PTGER1|5731 PTGER2|5732 PTGER3|5733 PTGER4|5734 PTGES2|80142 PTGES3|10728
## V2 5.8592 10.6844 18.7632 69.9657 523.1921 4673.918
## V3 7.6128 22.8385 72.4905 143.5563 1410.0054 5266.993
## PTGES|9536 PTGFRN|5738 PTGFR|5737 PTGIR|5739 PTGIS|5740 PTGR1|22949
## V2 311.9162 2412.956 1.7233 19.6456 44.1163 455.6390
## V3 145.1876 1153.344 8.7004 47.8521 264.8178 408.3741
## PTGR2|145482 PTGS1|5742 PTGS2|5743 PTH1R|5745 PTH2R|5746 PTH2|113091
## V2 279.7148 374.2995 3.7912 5.8592 0.0000 0
## V3 319.7118 226.2099 9.2442 17.4008 19.5759 0
## PTHLH|5744 PTH|5741 PTK2B|2185 PTK2|5747 PTK6|5753 PTK7|5754 PTMA|5757
## V2 24.8154 0 979.865 2486.713 1659.188 1113.248 10703.38
## V3 42.9581 0 1203.371 2668.298 2123.980 2214.247 20319.20
## PTMS|5763 PTN|5764 PTOV1|53635 PTP4A1|7803 PTP4A2|8073 PTP4A3|11156
## V2 4192.430 30.6746 1592.324 1121.520 5644.822 1064.9958
## V3 8347.471 65.2529 3087.004 1369.222 1722.132 499.1843
## PTPDC1|138639 PTPLAD1|51495 PTPLAD2|401494 PTPLA|9200 PTPLB|201562
## V2 263.3193 6094.257 61.0046 3.1019 330.1832
## V3 255.5737 3906.471 83.7412 4.8940 261.5552
## PTPMT1|114971 PTPN11|5781 PTPN12|5782 PTPN13|5783 PTPN14|5784 PTPN18|26469
## V2 705.3133 2164.802 1352.441 789.9580 34.4659 2243.040
## V3 894.8668 2675.911 1767.809 445.3507 46.2208 2669.385
## PTPN1|5770 PTPN20A|653129 PTPN20B|26095 PTPN21|11099 PTPN22|26191
## V2 1453.426 0.9237 58.0130 223.3389 115.4607
## V3 2163.676 0.0000 46.7645 358.8907 81.5661
## PTPN23|25930 PTPN2|5771 PTPN3|5774 PTPN4|5775 PTPN5|84867 PTPN6|5777
## V2 1519.601 449.4351 652.0945 170.6061 1.3786 1202.515
## V3 1843.393 357.2594 1073.4095 129.9619 4.8940 1716.150
## PTPN7|5778 PTPN9|5780 PTPRA|5786 PTPRB|5787 PTPRCAP|5790 PTPRC|5788
## V2 51.3542 1607.8334 2706.730 318.1201 86.5094 222.3049
## V3 306.6884 918.4339 2743.872 247.9608 443.1756 1028.8200
## PTPRD|5789 PTPRE|5791 PTPRF|5792 PTPRG|5793 PTPRH|5794 PTPRJ|5795 PTPRK|5796
## V2 1228.7087 788.2347 19747.572 269.8679 27.9174 2065.540 178.5333
## V3 117.9989 293.6378 8879.282 220.2284 12.5068 1416.531 1888.5264
## PTPRM|5797 PTPRN2|5799 PTPRN|5798 PTPRO|5800 PTPRQ|374462 PTPRR|5801
## V2 915.0692 767.2105 140.2761 40.6697 0.0000 1.7233
## V3 445.3507 64.7091 3.8064 47.3083 0.5438 7.0691
## PTPRS|5802 PTPRT|11122 PTPRU|10076 PTPRVP|148713 PTPRZ1|5803 PTRF|284119
## V2 2313.695 219.5477 2106.8994 3.1019 23.0921 2702.47
## V3 1226.754 42.4144 200.1088 10.3317 0.5438 4596.52
## PTRH1|138428 PTRH2|51651 PTS|5805 PTTG1IP|754 PTTG1|9232 PTTG2|10744
## V2 207.1400 359.4792 218.8584 6207.995 383.6053 0.3447
## V3 404.0239 1165.3072 257.7488 5995.106 553.0179 0.5438
## PTTG3P|26255 PTX3|5806 PTX4|390667 PUF60|22827 PUM1|9698 PUM2|23369
## V2 0.6893 5.1699 1.0340 2032.453 2697.300 2716.945
## V3 1.0875 6.5253 0.5438 4150.625 1607.939 3741.707
## PURA|5813 PURB|5814 PURG|29942 PUS10|150962 PUS1|80324 PUS3|83480
## V2 325.0133 2415.024 1.7233 113.0481 377.0568 184.0478
## V3 240.8918 1696.574 2.1751 154.9755 499.7281 92.4415
## PUS7L|83448 PUS7|54517 PUSL1|126789 PVALB|5816 PVRIG|79037 PVRL1|5818
## V2 270.5572 624.8664 309.7208 2215.4669 126.1451 773.4144
## V3 120.1740 424.1436 238.2001 14.6819 252.3110 540.5111
## PVRL2|5819 PVRL3|25945 PVRL4|81607 PVR|5817 PVT1|5820 PWP1|11137 PWP2|5822
## V2 4207.595 5.5145 1037.768 931.2681 328.1152 631.0703 1369.6742
## V3 4461.664 51.6585 1916.803 297.9880 47.8521 792.2784 554.6493
## PWRN1|791114 PWRN2|791115 PWWP2A|114825 PWWP2B|170394 PXDNL|137902 PXDN|7837
## V2 0 0 730.6767 494.2408 9.9951 1593.702
## V3 0 0 260.4676 691.6803 4.8940 2803.698
## PXK|54899 PXMP2|5827 PXMP4|11264 PXN|5829 PXT1|222659 PYCARD|29108
## V2 212.3098 209.1562 1766.721 1941.949 0.3447 532.1532
## V3 158.7819 172.8603 1684.611 3751.213 5.9815 827.0799
## PYCR1|5831 PYCR2|29920 PYCRL|65263 PYDC1|260434 PYDC2|152138 PYGB|5834
## V2 1793.949 1544.761 490.7942 0.0000 0 3424.875
## V3 3234.367 1950.517 1759.6520 3.2626 0 5501.359
## PYGL|5836 PYGM|5837 PYGO1|26108 PYGO2|90780 PYHIN1|149628 PYROXD1|79912
## V2 129.2471 4.4806 28.2620 3657.864 3.1019 405.7496
## V3 405.1115 25.5574 28.2762 2349.103 59.8151 232.6156
## PYROXD2|84795 PYY2|23615 PYY|5697 PZP|5858 ProSAPiP1|9762 QARS|5859
## V2 67.2085 5.8592 40.6697 1.3786 139.5868 4110.056
## V3 261.0114 35.3453 1.6313 1.0875 199.5650 2632.409
## QDPR|5860 QKI|9444 QPCTL|54814 QPCT|25797 QPRT|23475 QRFPR|84109 QRFP|347148
## V2 3095.3809 566.2744 483.5563 114.7714 88.5773 0.0000 0.6893
## V3 117.4551 827.6237 354.5405 174.0076 770.5275 1.6313 4.3502
## QRICH1|54870 QRICH2|84074 QRSL1|55278 QSER1|79832 QSOX1|5768 QSOX2|169714
## V2 2035.555 87.5433 217.1351 1685.0370 3632.359 458.0516
## V3 1246.330 121.8053 307.2322 679.7172 1548.668 768.3524
## QTRT1|81890 QTRTD1|79691 R3HCC1|203069 R3HDM1|23518 R3HDM2|22864
## V2 1098.7723 758.2494 873.0208 701.7254 1737.904
## V3 504.0783 620.9897 1133.7684 640.0218 1587.820
## R3HDML|140902 RAB10|10890 RAB11A|8766 RAB11B|9230 RAB11FIP1|80223
## V2 1.0340 2862.392 4556.734 1659.512 10694.07
## V3 0.5438 4414.899 3826.536 2413.747 6711.80
## RAB11FIP2|22841 RAB11FIP3|9727 RAB11FIP4|84440 RAB11FIP5|26056 RAB12|201475
## V2 371.5422 2298.5297 4562.9381 1138.753 865.4383
## V3 164.7635 996.1936 516.5851 1471.452 327.8956
## RAB13|5872 RAB14|51552 RAB15|376267 RAB17|64284 RAB18|22931 RAB19|401409
## V2 2457.417 2171.351 955.0496 807.8803 1769.4784 15.1650
## V3 1743.339 2526.373 2600.8700 863.5128 965.1985 41.8706
## RAB1A|5861 RAB1B|81876 RAB20|55647 RAB21|23011 RAB22A|57403 RAB23|51715
## V2 2285.767 4492.952 131.315 871.9868 2639.742 389.1198
## V3 4530.071 9292.518 444.807 714.5188 1335.508 278.4122
## RAB24|53917 RAB25|57111 RAB26|25837 RAB27A|5873 RAB27B|5874 RAB28|9364
## V2 587.988 2883.071 389.1198 308.1250 764.1086 263.3193
## V3 1216.422 1771.071 147.3627 657.4225 91.8978 206.6340
## RAB2A|5862 RAB2B|84932 RAB30|27314 RAB31|11031 RAB32|10981 RAB33A|9363
## V2 1515.465 422.8964 133.3830 1447.222 157.1644 6.8932
## V3 1181.077 549.7553 152.8004 2327.896 193.0397 22.8385
## RAB33B|83452 RAB34|83871 RAB35|11021 RAB36|9609 RAB37|326624 RAB38|23682
## V2 246.7757 162.3343 853.7199 530.0853 208.5186 849.2393
## V3 290.3752 2287.1126 1593.8010 187.6020 76.1283 13.0506
## RAB39B|116442 RAB39|54734 RAB3A|5864 RAB3B|5865 RAB3C|115827 RAB3D|9545
## V2 87.5433 94.7812 279.5183 12.0631 0.6893 173.0187
## V3 14.1381 5.4377 255.5737 5.9815 0.5438 4908.1022
## RAB3GAP1|22930 RAB3GAP2|25782 RAB3IL1|5866 RAB3IP|117177 RAB40AL|282808
## V2 1270.757 1291.781 288.8241 5098.8826 1.034
## V3 1439.369 846.112 368.1349 496.4655 0.000
## RAB40A|142684 RAB40B|10966 RAB40C|57799 RAB41|347517 RAB42|115273
## V2 2.0680 242.9845 1486.169 11.3737 17.9223
## V3 1.6313 256.1175 1001.087 4.3502 33.1702
## RAB43|339122 RAB4A|5867 RAB4B|53916 RAB5A|5868 RAB5B|5869 RAB5C|5878
## V2 246.7757 403.3198 581.6841 708.9632 3986.669 3260.472
## V3 238.1729 607.8956 737.6781 1277.3246 3814.573 2741.164
## RAB6A|5870 RAB6B|51560 RAB6C|84084 RAB7A|7879 RAB7L1|8934 RAB8A|4218
## V2 5847.137 390.1538 42.5206 5875.744 270.9018 2142.744
## V3 2717.781 295.2692 58.8853 6842.306 680.8048 2215.334
## RAB8B|51762 RAB9A|9367 RAB9BP1|9366 RAB9B|51209 RABAC1|10567 RABEP1|9135
## V2 338.1103 566.2744 0 19.3009 1272.480 3714.343
## V3 579.1191 733.5508 0 8.1566 4071.234 2140.500
## RABEP2|79874 RABEPK|10244 RABGAP1L|9910 RABGAP1|23637 RABGEF1|27342
## V2 770.6571 458.7409 197.9582 1235.947 907.9313
## V3 1179.4454 571.5063 208.6841 2315.383 1278.8309
## RABGGTA|5875 RABGGTB|5876 RABIF|5877 RABL2A|11159 RABL2B|11158 RABL3|285282
## V2 622.4538 1190.1069 532.1532 532.1532 545.9396 539.7357
## V3 860.7939 729.7444 597.6074 386.6232 408.8363 620.4459
## RABL5|64792 RAC1|5879 RAC2|5880 RAC3|5881 RACGAP1P|83956 RACGAP1|29127
## V2 743.7737 4930.000 679.3225 483.5563 3.1019 764.1086
## V3 896.1392 5867.319 798.8037 875.4758 2.7189 1331.7020
## RAD17|5884 RAD18|56852 RAD1|5810 RAD21L1|642636 RAD21|5885 RAD23A|5886
## V2 666.0084 234.0233 832.3511 0.0000 20004.656 2977.163
## V3 870.5601 228.3850 703.0995 0.5438 5946.166 3672.104
## RAD23B|5887 RAD50|10111 RAD51AP1|10635 RAD51AP2|729475 RAD51C|5889
## V2 3395.923 2345.4033 301.5765 1.0340 342.2462
## V3 4301.794 522.0228 237.6291 0.5438 530.7232
## RAD51L1|5890 RAD51L3|5892 RAD51|5888 RAD52|5893 RAD54B|25788 RAD54L2|23132
## V2 26.5387 397.3916 210.2419 214.7224 240.3926 257.1155
## V3 57.0962 308.3197 143.0125 125.6117 133.7520 85.9163
## RAD54L|8438 RAD9A|5883 RAD9B|144715 RADIL|55698 RAE1|8480 RAET1E|135250
## V2 181.6352 1552.5329 38.6018 484.5903 777.2056 13.4417
## V3 121.8053 512.7624 89.7227 88.0914 1528.0044 1.0875
## RAET1G|353091 RAET1K|646024 RAET1L|154064 RAF1|5894 RAG1AP1|55974 RAG1|5896
## V2 2.4126 0.6893 0.3447 1522.013 883.7052 52.3881
## V3 10.3317 9.7879 0.0000 2636.759 2644.3719 94.0729
## RAG2|5897 RAGE|5891 RAI14|26064 RAI1|10743 RAI2|10742 RALA|5898 RALBP1|10928
## V2 0.3447 184.0478 507.3378 2422.262 242.6398 1310.393 1995.919
## V3 0.0000 200.1088 931.4845 1413.268 86.4600 1500.272 1376.835
## RALB|5899 RALGAPA1|253959 RALGAPA2|57186 RALGAPB|57148 RALGDS|5900
## V2 741.3611 692.0749 473.9059 3206.361 2008.282
## V3 1184.3393 413.2681 607.3953 3094.617 3684.611
## RALGPS1|9649 RALGPS2|55103 RALYL|138046 RALY|22913 RAMP1|10267 RAMP2|10266
## V2 635.2062 787.8901 0 2960.275 85.4754 278.1397
## V3 604.6765 876.0196 0 6633.497 122.3491 275.6933
## RAMP3|10268 RANBP10|57610 RANBP17|64901 RANBP1|5902 RANBP2|5903
## V2 4122.4642 1122.8984 29.6407 737.9145 2007.982
## V3 261.0114 760.1958 154.9755 1078.3034 2050.571
## RANBP3L|202151 RANBP3|8498 RANBP6|26953 RANBP9|10048 RANGAP1|5905
## V2 47.5629 1466.523 562.8279 1591.290 3667.515
## V3 10.8755 1637.847 455.1387 1516.041 3355.084
## RANGRF|29098 RAN|5901 RAP1A|5906 RAP1B|5908 RAP1GAP2|23108 RAP1GAP|5909
## V2 270.6606 2519.456 729.9874 7717.945 1125.6557 1447.222
## V3 309.6737 3171.832 703.0995 1562.806 463.2953 1699.293
## RAP1GDS1|5910 RAP2A|5911 RAP2B|5912 RAP2C|57826 RAPGEF1|2889 RAPGEF2|9693
## V2 1201.4807 470.8040 651.4052 1287.9900 1546.139 539.3911
## V3 725.3942 587.8195 655.7912 339.8586 2007.069 638.3904
## RAPGEF3|10411 RAPGEF4|11069 RAPGEF5|9771 RAPGEF6|51735 RAPGEFL1|51195
## V2 110.2633 445.9885 641.7547 722.4049 500.4446
## V3 314.5623 254.4861 1101.6857 213.7031 76.1283
## RAPH1|65059 RAPSN|5913 RARA|5914 RARB|5915 RARG|5916 RARRES1|5918
## V2 1034.666 0.0000 3643.388 52.3881 891.6324 29.6407
## V3 1250.136 2.1751 1269.168 107.1234 647.6346 241.9793
## RARRES2|5919 RARRES3|5920 RARS2|57038 RARS|5917 RASA1|5921 RASA2|5922
## V2 322.256 580.7501 300.1978 1339.344 1173.4840 215.4118
## V3 1791.735 2716.1501 438.8254 1162.588 442.9799 109.8423
## RASA3|22821 RASA4P|401331 RASA4|10156 RASAL1|8437 RASAL2|9462 RASAL3|64926
## V2 415.6585 178.1024 174.7317 2.7573 512.1630 95.1258
## V3 499.1843 229.5704 707.3573 15.7694 539.9021 348.0152
## RASD1|51655 RASD2|23551 RASEF|158158 RASGEF1A|221002 RASGEF1B|153020
## V2 11.3737 220.9263 388.0858 912.6566 163.7129
## V3 173.4638 152.8004 384.9918 142.4687 92.4415
## RASGEF1C|255426 RASGRF1|5923 RASGRF2|5924 RASGRP1|10125 RASGRP2|10235
## V2 0.3447 9.6504 21.3688 16.1990 45.4950
## V3 0.5438 514.4100 99.5106 83.1974 143.5563
## RASGRP3|25780 RASGRP4|115727 RASIP1|54922 RASL10A|10633 RASL10B|91608
## V2 151.3052 17.5776 216.4457 9.6504 169.9168
## V3 205.0027 17.4008 412.1805 15.2257 91.8978
## RASL11A|387496 RASL11B|65997 RASL12|51285 RASSF10|644943 RASSF1|11186
## V2 40.3251 202.3147 114.4267 58.9367 493.2068
## V3 51.6585 228.9288 116.3676 105.4921 728.6569
## RASSF2|9770 RASSF3|283349 RASSF4|83937 RASSF5|83593 RASSF6|166824
## V2 296.0619 1421.7176 254.3582 153.3732 1292.1259
## V3 391.5171 153.3442 775.9652 522.5666 280.0435
## RASSF7|8045 RASSF8|11228 RASSF9|9182 RAVER1|125950 RAVER2|55225 RAX2|84839
## V2 794.7832 130.2810 6.2039 1631.270 661.4003 0
## V3 1316.4763 235.9978 5.4377 2791.191 240.3480 0
## RAX|30062 RB1CC1|9821 RB1|5925 RBAK|57786 RBBP4|5928 RBBP5|5929 RBBP6|5930
## V2 0.0000 1776.372 496.3087 988.6849 5687.694 654.8518 1840.133
## V3 1.0875 1096.248 756.3893 465.8945 2541.756 429.0375 1289.831
## RBBP7|5931 RBBP8|5932 RBBP9|10741 RBCK1|10616 RBKS|64080 RBL1|5933 RBL2|5934
## V2 7021.39 2229.943 1362.436 2398.825 59.626 297.7852 2359.438
## V3 4210.44 555.193 1367.591 2892.877 141.925 134.8559 1611.398
## RBM10|8241 RBM11|54033 RBM12B|389677 RBM12|10137 RBM14|10432 RBM15B|29890
## V2 2012.807 96.5045 554.2114 2755.427 1753.631 2389.964
## V3 2837.412 4.3502 454.0511 1453.915 1701.550 1709.527
## RBM15|64783 RBM16|22828 RBM17|84991 RBM18|92400 RBM19|9904 RBM20|282996
## V2 279.8871 731.4935 1019.5008 721.7156 514.2310 13.7864
## V3 163.6759 744.7308 880.9135 876.0196 678.6297 5.9815
## RBM22|55696 RBM23|55147 RBM24|221662 RBM25|58517 RBM26|64062 RBM27|54439
## V2 931.2681 962.9767 22.4028 1908.376 755.1475 790.3027
## V3 632.9527 1801.5226 1.6313 1449.701 423.5998 535.0734
## RBM28|55131 RBM33|155435 RBM34|23029 RBM38|55544 RBM39|9584 RBM3|5935
## V2 425.3090 1658.843 701.7116 475.2845 6169.048 3379.380
## V3 480.1523 1140.294 532.5285 1024.4698 5222.947 4595.432
## RBM41|55285 RBM42|79171 RBM43|375287 RBM44|375316 RBM45|129831 RBM46|166863
## V2 285.7222 1116.005 109.9462 1.7233 171.2954 0.0000
## V3 64.1653 2156.607 221.3159 4.3502 116.3676 3.2626
## RBM47|54502 RBM4B|83759 RBM4|5936 RBM5|10181 RBM6|10180 RBM7|10179
## V2 1550.620 824.7686 3879.473 2156.916 1666.804 276.4164
## V3 2073.953 363.2409 2383.279 1513.518 1852.441 221.8597
## RBM8A|9939 RBM9|23543 RBMS1|5937 RBMS2|5939 RBMS3|27303 RBMX2|51634
## V2 2759.856 1884.594 378.4354 348.6086 9.3058 480.4544
## V3 2344.502 1650.897 1022.8385 347.4715 12.5068 196.3023
## RBMXL1|494115 RBMXL2|27288 RBMXL3|139804 RBMX|27316 RBMY1A1|5940
## V2 677.1064 0.6893 0.0000 4368.895 0
## V3 350.9135 0.0000 0.5438 2339.859 0
## RBMY1A3P|286557 RBMY1B|378948 RBMY1E|378950 RBMY1F|159163 RBMY1J|378951
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## RBMY2EP|159125 RBMY2FP|159162 RBMY3AP|64593 RBP1|5947 RBP2|5948 RBP3|5949
## V2 0 0 0 596.6044 5.5145 1.7233
## V3 0 0 0 78.3034 0.5438 0.0000
## RBP4|5950 RBP5|83758 RBP7|116362 RBPJL|11317 RBPJ|3516 RBPMS2|348093
## V2 9.9951 141.3101 112.7034 0 406.6974 23.0921
## V3 43.5019 46.7645 40.7830 0 282.2186 29.3638
## RBPMS|11030 RBX1|9978 RC3H1|149041 RC3H2|54542 RCAN1|1827 RCAN2|10231
## V2 518.0222 543.9302 675.5313 496.3087 339.8336 129.2471
## V3 1193.5835 733.8064 597.0636 306.1446 469.8206 177.8140
## RCAN3|11123 RCBTB1|55213 RCBTB2|1102 RCC1|1104 RCC2|55920 RCCD1|91433
## V2 145.1014 527.6727 129.9364 736.1189 5651.026 406.3528
## V3 156.6069 370.8537 203.9152 1145.5084 4060.359 422.5122
## RCE1|9986 RCHY1|25898 RCL1|10171 RCN1|5954 RCN2|5955 RCN3|57333 RCOR1|23186
## V2 858.8898 590.7452 247.8097 1959.730 1405.8633 445.2992 893.011
## V3 433.3877 259.3801 135.3997 2167.482 996.7374 999.4562 1115.280
## RCOR2|283248 RCOR3|55758 RCSD1|92241 RCVRN|5957 RD3|343035 RDBP|7936
## V2 25.8494 1535.1104 135.4509 0.6893 0.0000 1191.513
## V3 29.3638 865.1441 249.5922 0.5438 0.5438 2019.772
## RDH10|157506 RDH11|51109 RDH12|145226 RDH13|112724 RDH14|57665 RDH16|8608
## V2 138.5528 726.1961 0.000 416.6925 290.4819 29.6407
## V3 205.0027 1548.1240 4.894 465.4704 582.3817 27.7325
## RDH5|5959 RDH8|50700 RDM1|201299 RDX|5962 REC8|9985 RECK|8434 RECQL4|9401
## V2 21.1931 0 32.0533 990.2048 13.4417 85.1307 1017.088
## V3 41.2072 0 131.5933 1290.3752 163.6759 252.8548 1264.274
## RECQL5|9400 RECQL|5965 REEP1|65055 REEP2|51308 REEP3|221035 REEP4|80346
## V2 830.2831 811.2407 1394.1449 338.1103 479.7651 857.1665
## V3 1155.5193 642.8603 882.5449 37.5204 296.3567 1244.1544
## REEP5|7905 REEP6|92840 REG1A|5967 REG1B|5968 REG1P|5969 REG3A|5068
## V2 7045.943 682.7691 0.3447 0 0 0
## V3 4224.367 735.1822 0.0000 0 0 0
## REG3G|130120 REG4|83998 RELA|5970 RELB|5971 RELL1|768211 RELL2|285613
## V2 0 0.0000 1649.882 265.7320 926.2740 279.3529
## V3 0 3.8064 2713.431 371.3975 404.5677 255.5737
## RELN|5649 RELT|84957 REL|5966 REM1|28954 REM2|161253 RENBP|5973 REN|5972
## V2 29.2960 333.6297 99.9511 15.5096 24.4708 400.1489 2.7573
## V3 6.5253 336.0522 134.3121 16.3132 65.2529 181.0767 5.4377
## REP15|387849 REPIN1|29803 REPS1|85021 REPS2|9185 RER1|11079 RERE|473
## V2 6.8932 4055.256 378.0907 3802.9654 3046.739 6046.005
## V3 8.1566 4808.592 545.9489 687.8738 1272.262 3276.237
## RERGL|79785 RERG|85004 RESP18|389075 REST|5978 RETNLB|84666 RETN|56729
## V2 6.8932 2153.0837 0 299.8532 0 0.0000
## V3 0.5438 101.6857 0 210.4405 0 0.5438
## RETSAT|54884 RET|5979 REV1|51455 REV3L|5980 REXO1L1|254958 REXO1|57455
## V2 2060.37 10143.6538 548.0075 383.2606 0 830.6278
## V3 2678.63 71.7781 728.6569 284.9375 0 1270.7993
## REXO2|25996 REXO4|57109 RFC1|5981 RFC2|5982 RFC3|5983 RFC4|5984 RFC5|5985
## V2 457.0176 427.3769 593.1578 674.1527 477.6971 453.9157 366.3723
## V3 436.6504 1208.2654 837.4116 1238.7167 362.1533 556.2806 473.0832
## RFESD|317671 RFFL|117584 RFK|55312 RFNG|5986 RFPL1S|10740 RFPL1|5988
## V2 47.4595 1102.467 617.6286 984.0009 168.5451 12.4008
## V3 14.1381 1486.726 356.7156 938.0098 54.1001 14.4154
## RFPL2|10739 RFPL3S|10737 RFPL3|10738 RFPL4A|342931 RFPL4B|442247 RFT1|91869
## V2 6.5485 4.1359 0.0000 0.3447 0.3447 636.9295
## V3 25.0136 109.3964 4.7961 0.0000 0.0000 426.8624
## RFTN1|23180 RFTN2|130132 RFWD2|64326 RFWD3|55159 RFX1|5989 RFX2|5990
## V2 286.7561 31.3640 588.3326 1248.354 847.5160 70.9997
## V3 647.0908 38.6079 960.3045 1354.541 492.1153 178.9016
## RFX3|5991 RFX4|5992 RFX5|5993 RFX6|222546 RFX7|64864 RFX8|731220 RFXANK|8625
## V2 39.2911 0.6893 724.1282 0.0000 867.8509 3.4466 656.1132
## V3 20.1196 0.0000 1256.6612 0.5438 447.5258 11.9630 1141.0169
## RFXAP|5994 RG9MTD1|54931 RG9MTD2|93587 RG9MTD3|158234 RGAG1|57529
## V2 133.7276 467.3574 256.4262 207.1400 19.9902
## V3 69.6030 346.9277 97.8793 150.0816 0.5438
## RGAG4|340526 RGL1|23179 RGL2|5863 RGL3|57139 RGL4|266747 RGMA|56963
## V2 64.7959 169.2275 4583.273 21.3688 6.3762 19.3009
## V3 78.3034 244.1544 3040.239 1484.4209 19.9456 54.9212
## RGMB|285704 RGNEF|64283 RGN|9104 RGP1|9827 RGPD1|400966 RGPD3|653489
## V2 480.1649 485.9689 688.9730 200.2433 140.4588 231.9554
## V3 849.5215 177.8140 3.8064 94.0402 193.9641 199.5650
## RGPD4|285190 RGPD5|84220 RGPD6|729540 RGPD8|727851 RGR|5995 RGS10|6001
## V2 114.0821 85.5374 413.8732 0 0 221.6156
## V3 136.4872 58.4394 460.5764 0 0 572.0500
## RGS11|8786 RGS12|6002 RGS13|6003 RGS14|10636 RGS16|6004 RGS17|26575
## V2 946.3159 668.2935 0.3447 1103.9422 152.6839 3.1019
## V3 1153.8554 753.1267 3.8064 691.1365 822.7297 2.7189
## RGS18|64407 RGS19|10287 RGS1|5996 RGS20|8601 RGS21|431704 RGS22|26166
## V2 7.2378 703.7933 66.1745 0.3447 0 695.5215
## V3 22.2947 1044.0457 344.2088 7.0691 0 3.8064
## RGS2|5997 RGS3|5998 RGS4|5999 RGS5|8490 RGS6|9628 RGS7BP|401190 RGS7|6000
## V2 34.4659 1092.913 285.7222 8252.166 3.7912 1.7233 0.6893
## V3 113.1049 1816.748 97.8793 1030.451 1.6313 4.3502 44.0457
## RGS8|85397 RGS9BP|388531 RGS9|8787 RGSL1|353299 RHAG|6005 RHBDD1|84236
## V2 0 1.3786 251.6009 0.3447 0.6893 226.7855
## V3 0 14.6819 642.7406 2.7189 0.0000 206.6340
## RHBDD2|57414 RHBDD3|25807 RHBDF1|64285 RHBDF2|79651 RHBDL1|9028 RHBDL2|54933
## V2 1477.552 375.6781 922.307 803.0551 942.6419 60.6600
## V3 4674.823 1108.7548 2056.009 840.6743 103.8608 2.7189
## RHBDL3|162494 RHBG|57127 RHCE|6006 RHCG|51458 RHD|6007 RHEBL1|121268
## V2 365.6830 34.8105 102.7083 1.7233 6.2039 16.5436
## V3 82.1098 11.9630 13.0506 7.6128 6.5253 69.0593
## RHEB|6009 RHOA|387 RHOBTB1|9886 RHOBTB2|23221 RHOBTB3|22836 RHOB|388
## V2 895.4236 10396.289 247.4650 1074.2223 6672.9395 5754.424
## V3 1637.8467 8052.746 268.0805 863.5019 251.7673 8240.348
## RHOC|389 RHOD|29984 RHOF|54509 RHOG|391 RHOH|399 RHOJ|57381 RHOQ|23433
## V2 7327.102 1522.7027 69.5728 775.827 71.6890 96.8491 603.6803
## V3 8560.087 359.9782 204.1544 1308.863 285.4812 96.7917 1999.8912
## RHOT1|55288 RHOT2|89941 RHOU|58480 RHOV|171177 RHOXF1|158800 RHOXF2B|727940
## V2 895.4236 2333.340 630.7256 189.2177 2.0680 0.3447
## V3 445.8945 2257.205 255.5737 508.9723 0.5438 0.0000
## RHO|6010 RHPN1|114822 RHPN2|85415 RIBC1|158787 RIBC2|26150 RIC3|79608
## V2 1.0340 1515.120 189.2177 141.3101 37.9125 367.751
## V3 15.7694 1765.633 1119.6302 208.2654 125.0680 182.708
## RIC8A|60626 RIC8B|55188 RICH2|9912 RICTOR|253260 RIF1|55183 RILPL1|353116
## V2 2662.028 406.6974 143.0334 831.3171 790.9920 269.7507
## V3 4138.776 402.9364 183.7955 893.4203 500.2719 421.5933
## RILPL2|196383 RILP|83547 RIMBP2|23504 RIMBP3C|150221 RIMBP3|85376
## V2 332.5958 65.4852 0.0000 19.6456 258.4941
## V3 283.8499 212.0718 6.5253 2.7189 33.1702
## RIMKLA|284716 RIMKLB|57494 RIMS1|22999 RIMS2|9699 RIMS3|9783 RIMS4|140730
## V2 316.0521 470.3007 15.5096 73.0677 248.499 6208.6840
## V3 277.8684 715.8238 288.7439 127.2431 23.926 47.8521
## RIN1|9610 RIN2|54453 RIN3|79890 RING1|6015 RINL|126432 RINT1|60561
## V2 747.2203 810.9822 410.4887 1293.505 443.5759 683.2137
## V3 232.7352 2790.6471 362.6971 1381.185 499.7281 412.0935
## RIOK1|83732 RIOK2|55781 RIOK3|8780 RIPK1|8737 RIPK2|8767 RIPK3|11035
## V2 405.6634 555.9347 1282.1308 1268.6891 346.7268 66.5192
## V3 309.9511 293.6378 594.8885 902.1207 321.9141 220.2284
## RIPK4|54101 RIPPLY1|92129 RIPPLY2|134701 RIT1|6016 RIT2|6014 RLBP1|6017
## V2 364.9937 0.3447 9.3058 468.7360 0.3447 0.3447
## V3 760.1958 2.5394 0.0000 528.5481 0.0000 0.5438
## RLF|6018 RLIM|51132 RLN1|6013 RLN2|6019 RLN3|117579 RLTPR|146206 RMI1|80010
## V2 601.4296 2054.1666 3.1019 44.4610 0 239.1932 418.7605
## V3 412.7243 644.9157 0.5438 2.1751 0 102.7732 567.6998
## RMND1|55005 RMND5A|64795 RMND5B|64777 RMRP|6023 RMST|196475 RNASE10|338879
## V2 169.9168 1798.085 832.6957 1.0340 0 2.0680
## V3 225.1223 2413.268 959.2170 7.6128 0 0.5438
## RNASE11|122651 RNASE12|493901 RNASE13|440163 RNASE1|6035 RNASE2|6036
## V2 0 0 0.6893 350.5180 11.3737
## V3 0 0 1.0875 744.9701 10.3317
## RNASE3|6037 RNASE4|6038 RNASE6|6039 RNASE7|84659 RNASE8|122665 RNASE9|390443
## V2 0.6893 171.7573 90.6453 0.3447 0.0000 0
## V3 1.6313 339.0973 157.6944 0.5438 0.5438 0
## RNASEH1|246243 RNASEH2A|10535 RNASEH2B|79621 RNASEH2C|84153 RNASEK|440400
## V2 172.6741 679.6672 212.9992 635.8921 1698.375
## V3 282.2186 1173.4638 224.0348 1204.7852 1667.134
## RNASEL|6041 RNASEN|29102 RNASET2|8635 RND1|27289 RND2|8153 RND3|390
## V2 190.5963 1602.319 594.1918 598.6724 157.1644 577.6482
## V3 648.1784 1828.711 1220.2284 535.6172 29.9076 282.2186
## RNF103|7844 RNF10|9921 RNF111|54778 RNF112|7732 RNF113A|7737 RNF113B|140432
## V2 1290.444 3172.240 944.0205 8.6165 403.5955 0.3447
## V3 2123.763 3756.933 1151.1691 130.5057 257.7488 0.5438
## RNF114|55905 RNF115|27246 RNF11|26994 RNF121|55298 RNF122|79845 RNF123|63891
## V2 1441.708 340.1783 2360.224 657.9537 83.7521 1064.6511
## V3 3038.608 468.7330 1374.660 580.2066 178.3578 833.0614
## RNF125|54941 RNF126P1|376412 RNF126|55658 RNF128|79589 RNF130|55819
## V2 201.9701 6.2039 572.4783 28.9513 1046.384
## V3 87.5476 2.7189 835.7803 18.4883 1727.569
## RNF133|168433 RNF135|84282 RNF138P1|379013 RNF138|51444 RNF139|11236
## V2 1.7233 686.5604 8.9611 711.3758 1089.587
## V3 1.0875 282.7624 5.9815 206.6340 1153.344
## RNF13|11342 RNF141|50862 RNF144A|9781 RNF144B|255488 RNF145|153830
## V2 1168.049 1701.9253 312.6056 417.0372 1111.18
## V3 1148.994 955.9543 353.9967 884.1762 1168.57
## RNF146|81847 RNF148|378925 RNF149|284996 RNF14|9604 RNF150|57484
## V2 373.9548 1.7233 788.5794 2777.6054 35.4999
## V3 329.5269 1.0875 1702.5557 877.6509 11.4192
## RNF151|146310 RNF152|220441 RNF157|114804 RNF160|26046 RNF165|494470
## V2 0.6893 47.9076 261.2410 1177.3545 135.6818
## V3 0.5438 40.2393 554.0783 351.2779 6.6667
## RNF166|115992 RNF167|26001 RNF168|165918 RNF169|254225 RNF170|81790
## V2 296.7512 2374.355 224.0282 695.7214 612.1141
## V3 439.9130 1547.036 235.9978 315.9163 490.4840
## RNF175|285533 RNF17|56163 RNF180|285671 RNF181|51255 RNF182|221687
## V2 1.3786 0.0000 62.7279 519.7455 0.6893
## V3 10.3317 0.5438 16.8570 1806.4165 46.2208
## RNF183|138065 RNF185|91445 RNF186|54546 RNF187|149603 RNF19A|25897
## V2 2.0680 837.5037 0 3009.905 1167.704
## V3 34.2577 986.3785 0 2906.471 2727.026
## RNF19B|127544 RNF207|388591 RNF208|727800 RNF20|56254 RNF212|285498
## V2 910.5886 367.4063 288.4794 1309.014 1.3786
## V3 622.6210 108.7548 573.1376 1094.617 4.3502
## RNF213|57674 RNF214|257160 RNF215|200312 RNF216L|441191 RNF216|54476
## V2 5833.557 259.5281 444.2652 256.3814 1576.125
## V3 7272.621 129.4182 384.4481 338.1892 1091.354
## RNF217|154214 RNF219|79596 RNF220|55182 RNF222|643904 RNF24|11237
## V2 9.9882 363.8908 1721.960 1.7233 286.7561
## V3 22.8385 183.7575 1161.561 3.2626 319.1952
## RNF25|64320 RNF26|79102 RNF2|6045 RNF31|55072 RNF32|140545 RNF34|80196
## V2 333.2851 886.4625 275.3824 836.4077 61.6939 489.4603
## V3 424.1436 555.1930 443.7194 1105.6607 188.6895 812.1805
## RNF38|152006 RNF39|80352 RNF40|9810 RNF41|10193 RNF43|54894 RNF44|22838
## V2 704.4826 405.6634 3007.148 754.8028 15.8543 1300.7424
## V3 463.8390 99.5106 5277.868 676.4546 2245.2420 988.5808
## RNF4|6047 RNF5P1|286140 RNF5|6048 RNF6|6049 RNF7|9616 RNF8|9025 RNFT1|51136
## V2 1311.427 119.9413 924.0303 1144.2673 907.142 591.4345 534.2212
## V3 1259.924 206.6340 720.5003 667.2104 1368.679 236.5416 678.6297
## RNFT2|84900 RNGTT|8732 RNH1|6050 RNLS|55328 RNMTL1|55178 RNMT|8731
## V2 105.4656 186.4604 3769.534 90.9899 323.2900 1516.4988
## V3 187.6020 319.1952 4016.857 127.7868 305.0571 587.2757
## RNPC3|55599 RNPEPL1|57140 RNPEP|6051 RNPS1|10921 RNU11|26824
## V2 404.8948 1906.997 2179.622 2957.862 0
## V3 174.5514 2641.653 1775.421 3176.727 0
## RNU4ATAC|100151683 RNU5E|26829 RNU6ATAC|100151684 RNY4|6086 RNY5|6090
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## ROBLD3|28956 ROBO1|6091 ROBO2|6092 ROBO3|64221 ROBO4|54538 ROCK1|6093
## V2 1576.814 233.6787 139.9315 100.2957 313.2949 1833.585
## V3 1188.146 344.2088 0.5438 51.6585 476.3458 1237.085
## ROCK2|9475 ROD1|9991 ROGDI|79641 ROM1|6094 ROMO1|140823 ROPN1B|152015
## V2 730.3320 2270.268 1122.898 230.5768 862.3364 2.0680
## V3 802.6101 2895.052 1429.581 250.6797 2003.8064 26.6449
## ROPN1L|83853 ROPN1|54763 ROR1|4919 ROR2|4920 RORA|6095 RORB|6096 RORC|6097
## V2 14.8203 0.0000 16.1990 276.0717 386.0179 0.0000 540.425
## V3 2.1751 13.0506 19.0321 659.0538 522.0228 1.6313 543.230
## ROS1|6098 RP1-177G6.2|286411 RP1L1|94137 RP1|6101 RP2|6102 RP9P|441212
## V2 0.0000 0 0.3447 45.8396 415.3139 118.2180
## V3 0.5438 0 3.2626 32.0827 421.9685 201.7401
## RP9|6100 RPA1|6117 RPA2|6118 RPA3|6119 RPA4|29935 RPAIN|84268 RPAP1|26015
## V2 137.8635 1895.623 1232.500 267.1106 0.3447 637.2569 1399.315
## V3 182.7080 1543.230 1178.358 738.9886 0.0000 680.7504 324.633
## RPAP2|79871 RPAP3|79657 RPE65|6121 RPE|6120 RPF1|80135 RPF2|84154
## V2 296.0619 437.3720 0.3447 428.1352 819.254 119.2520
## V3 112.5612 744.4263 0.0000 486.2099 365.416 208.8091
## RPGRIP1L|23322 RPGRIP1|57096 RPGR|6103 RPH3AL|9501 RPH3A|22895 RPIA|22934
## V2 443.5759 38.9464 280.8969 295.7173 0.3447 236.436
## V3 141.3812 64.1653 146.8189 265.9054 2.1751 423.056
## RPL10A|4736 RPL10L|140801 RPL10|6134 RPL11|6135 RPL12|6136 RPL13AP17|399670
## V2 8111.545 0 14605.952 10697.176 4296.172 0
## V3 5352.365 0 7983.632 7346.928 4893.964 0
## RPL13AP20|387841 RPL13AP3|645683 RPL13AP6|644511 RPL13A|23521 RPL13P5|283345
## V2 17.2329 2.0680 15.1650 11855.574 18.9562
## V3 17.4008 1.6313 13.0506 9244.154 13.5943
## RPL13|6137 RPL14|9045 RPL15|6138 RPL17|6139 RPL18A|6142 RPL18|6141
## V2 16677.01 4993.072 9532.918 4418.561 1362.436 8568.908
## V3 11290.38 3444.807 14179.989 1431.794 1302.338 12112.561
## RPL19P12|100129424 RPL19|6143 RPL21P44|402176 RPL21|6144 RPL22L1|200916
## V2 21.0242 14946.13 0.3447 1.7233 222.3049
## V3 83.7412 80204.46 1.6313 2.7189 1080.4785
## RPL22|6146 RPL23AP32|56969 RPL23AP53|644128 RPL23AP64|649946 RPL23AP7|118433
## V2 7298.840 0.0000 182.3245 5.5145 69.9657
## V3 1680.261 0.5438 209.3529 2.7189 67.9717
## RPL23AP82|284942 RPL23A|6147 RPL23P8|222901 RPL23|9349 RPL24|6152
## V2 98.5724 3615.126 41.0144 8548.228 5653.094
## V3 68.0533 7313.214 141.3812 24560.631 5533.986
## RPL26L1|51121 RPL26|6154 RPL27A|6157 RPL27|6155 RPL28|6158 RPL29P2|118432
## V2 186.4604 5907.108 8230.453 5998.442 13113.92 0.0000
## V3 285.4812 4340.946 7620.446 3847.743 13685.70 0.5438
## RPL29|6159 RPL30|6156 RPL31P11|641311 RPL31|6160 RPL32P3|132241 RPL32|6161
## V2 5200.212 9148.624 0.6893 5462.498 299.7946 7376.043
## V3 4487.221 9329.527 1.0875 7483.415 232.7243 10642.741
## RPL34|6164 RPL35A|6165 RPL35|11224 RPL36AL|6166 RPL36A|6173 RPL36|25873
## V2 2920.639 4967.912 4539.846 1325.213 80.3055 8137.739
## V3 3532.354 5317.020 7859.163 3078.847 52.7461 6166.395
## RPL37A|6168 RPL37|6167 RPL38|6169 RPL39L|116832 RPL39|6170 RPL3L|6123
## V2 7208.884 5328.770 4208.629 329.4938 293.6493 0.0000
## V3 5789.016 6393.149 5037.520 495.9217 76.1283 4.3502
## RPL3|6122 RPL41|6171 RPL4|6124 RPL5|6125 RPL6|6128 RPL7A|6130 RPL7L1|285855
## V2 24557.29 10892.597 19155.79 11441.294 5078.892 8453.792 1210.7864
## V3 13759.65 9501.359 24458.40 6306.688 5458.401 10865.688 815.6607
## RPL7|6129 RPL8|6132 RPL9|6133 RPLP0P2|113157 RPLP0|6175 RPLP1|6176
## V2 463.9108 19348.46 211.6205 368.0956 15656.47 29138.15
## V3 430.1251 24560.09 1628.0587 80.4785 16212.62 24557.91
## RPLP2|6181 RPN1|6184 RPN2|6185 RPP14|11102 RPP21|79897 RPP25|54913
## V2 7981.609 6523.013 14504.60 343.2802 417.0372 157.8537
## V3 9312.670 10163.676 10324.08 245.2420 520.3915 902.6645
## RPP30|10556 RPP38|10557 RPP40|10799 RPPH1|85495 RPRD1A|55197 RPRD1B|58490
## V2 322.9453 259.1834 156.1304 4.8252 2213.7436 1141.855
## V3 323.0016 259.9239 113.1049 3.2626 469.2768 1198.477
## RPRD2|23248 RPRML|388394 RPRM|56475 RPS10P7|376693 RPS10|6204 RPS11|6205
## V2 8854.975 0.3447 0.3447 176.4653 4066.629 12909.54
## V3 1298.532 3.8064 15.2257 76.1283 3416.531 16297.99
## RPS12|6206 RPS13|6207 RPS14|6208 RPS15AP10|728963 RPS15A|6210 RPS15|6209
## V2 3767.121 4660.821 8092.589 5.5145 5778.205 5023.058
## V3 4475.258 4253.399 4991.300 4.3502 5425.775 5771.071
## RPS16|6217 RPS17|6218 RPS18|6222 RPS19BP1|91582 RPS19|6223 RPS20|6224
## V2 9469.501 7757.925 20972.49 702.7593 11802.84 6615.037
## V3 10017.401 6792.278 12242.52 916.8026 12687.33 8058.184
## RPS21|6227 RPS23|6228 RPS24|6229 RPS25|6230 RPS26P11|441502 RPS26|6231
## V2 12348.781 8185.992 8220.802 3987.703 0.0000 310.5376
## V3 7328.439 4177.270 7756.933 2500.272 1.0875 874.9320
## RPS27A|6233 RPS27L|51065 RPS27|6232 RPS28|6234 RPS29|6235 RPS2P32|256355
## V2 3738.514 798.9191 615.2160 249.8776 2275.782 2.0680
## V3 4698.206 900.4894 81.0223 200.6525 4562.806 6.5253
## RPS2|6187 RPS3A|6189 RPS3|6188 RPS4X|6191 RPS4Y1|6192 RPS4Y2|140032
## V2 14041.400 2018.322 11431.99 22484.852 0 0
## V3 8872.757 1991.300 11282.22 8969.549 0 0
## RPS5|6193 RPS6KA1|6195 RPS6KA2|6196 RPS6KA3|6197 RPS6KA4|8986 RPS6KA5|9252
## V2 8172.895 2619.0624 732.400 838.8996 604.1869 275.7271
## V3 8777.596 691.6803 360.522 1420.3371 1207.7216 127.7868
## RPS6KA6|27330 RPS6KB1|6198 RPS6KB2|6199 RPS6KC1|26750 RPS6KL1|83694
## V2 25.5048 946.4331 2891.343 447.7118 507.6824
## V3 26.1011 1923.3279 1064.709 638.9342 201.1963
## RPS6|6194 RPS7|6201 RPS8|6202 RPS9|6203 RPSAP52|204010 RPSAP58|388524
## V2 13797.382 2638.019 16175.872 9321.642 0.3447 4912.422
## V3 9435.563 3971.180 8010.332 8852.094 0.5438 7569.875
## RPSAP9|653162 RPSA|3921 RPTN|126638 RPTOR|57521 RPUSD1|113000 RPUSD2|27079
## V2 25.1601 3422.807 0 1135.265 744.4631 275.3824
## V3 20.6634 5380.642 0 1618.271 715.0625 120.1740
## RPUSD3|285367 RPUSD4|84881 RQCD1|9125 RRAD|6236 RRAGA|10670 RRAGB|10325
## V2 377.4014 510.4397 233.6787 8.6165 1357.611 503.2019
## V3 699.8369 219.1408 175.6389 8.7004 1172.920 314.3013
## RRAGC|64121 RRAGD|58528 RRAS2|22800 RRAS|6237 RRBP1|6238 RREB1|6239
## V2 400.4936 204.7273 195.0769 183.7032 5776.137 1471.693
## V3 297.4443 328.9831 262.6427 838.4992 14554.649 1127.243
## RRH|10692 RRM1|6240 RRM2B|50484 RRM2|6241 RRN3P1|730092 RRN3P2|653390
## V2 1.7233 2922.362 1333.8296 1477.208 5.8592 6.8932
## V3 0.5438 1282.762 736.2697 3219.141 14.1381 12.5068
## RRN3P3|100131998 RRN3|54700 RRP12|23223 RRP15|51018 RRP1B|23076 RRP1|8568
## V2 59.9258 1921.473 1172.8740 637.6188 1877.357 959.5302
## V3 31.8869 1189.777 678.6297 454.5949 560.087 464.3828
## RRP7A|27341 RRP7B|91695 RRP8|23378 RRP9|9136 RRS1|23212 RS1|6247 RSAD1|55316
## V2 388.4305 189.1729 489.4155 336.3870 571.4443 2.7573 1026.049
## V3 1181.0767 339.6520 237.6291 378.4666 545.9489 2.7189 8489.940
## RSAD2|91543 RSBN1L|222194 RSBN1|54665 RSC1A1|6248 RSF1|51773 RSL1D1|26156
## V2 85.8200 556.3069 772.0358 329.3387 2030.3851 3827.092
## V3 489.3964 498.0914 270.2556 126.7863 559.5432 2472.539
## RSL24D1|51187 RSPH10B2|728194 RSPH1|89765 RSPH3|83861 RSPH4A|345895
## V2 1197.000 4.8252 358.1005 85.1307 3.1019
## V3 2028.276 18.4883 84.8287 133.2246 8.1566
## RSPH6A|81492 RSPH9|221421 RSPO1|284654 RSPO2|340419 RSPO3|84870 RSPO4|343637
## V2 0.3447 21.7135 0.3447 0 22.4028 7.9272
## V3 0.0000 119.6302 12.5068 0 32.0827 73.9532
## RSPRY1|89970 RSRC1|51319 RSRC2|65117 RSU1|6251 RTBDN|83546 RTCD1|8634
## V2 683.4584 288.1348 1248.354 497.3427 315.7075 776.8610
## V3 415.9869 231.1039 1348.559 791.1909 4.8940 437.1941
## RTDR1|27156 RTEL1|51750 RTF1|23168 RTKN2|219790 RTKN|6242 RTL1|388015
## V2 3.4466 1769.289 2103.4528 50.3202 1142.199 2.4126
## V3 13.5943 1930.914 746.0576 168.5699 1576.944 0.0000
## RTN1|6252 RTN2|6253 RTN3|10313 RTN4IP1|84816 RTN4RL1|146760 RTN4RL2|349667
## V2 140.6208 645.8906 4769.389 67.5531 992.6174 196.4555
## V3 80.4785 268.0805 7934.203 185.9706 34.8015 106.0359
## RTN4R|65078 RTN4|57142 RTP1|132112 RTP2|344892 RTP3|83597 RTP4|64108
## V2 174.3974 4058.358 0 0 0 104.0870
## V3 241.4356 6913.540 0 0 0 73.4095
## RTTN|25914 RUFY1|80230 RUFY2|55680 RUFY3|22902 RUFY4|285180 RUNDC1|146923
## V2 349.1394 1139.7867 312.2609 577.3035 22.4028 1344.1694
## V3 84.8287 966.8298 165.3072 499.7281 50.0272 550.8428
## RUNDC2A|84127 RUNDC2C|440352 RUNDC3A|10900 RUNDC3B|154661 RUNX1T1|862
## V2 46.1843 34.1729 2066.5743 8.9611 16.1990
## V3 36.9766 21.5987 3.8064 10.3317 17.4008
## RUNX1|861 RUNX2|860 RUNX3|864 RUSC1|23623 RUSC2|9853 RUVBL1|8607
## V2 7727.251 63.0726 80.9948 1407.242 486.3136 1176.913
## V3 2309.407 254.4861 392.0609 2418.162 454.0511 1970.408
## RUVBL2|10856 RWDD1|51389 RWDD2A|112611 RWDD2B|10069 RWDD3|25950
## V2 1477.897 294.6833 45.8396 346.0375 285.8256
## V3 3407.287 501.9032 104.4046 277.8684 122.8929
## RWDD4A|201965 RXFP1|59350 RXFP2|122042 RXFP3|51289 RXFP4|339403 RXRA|6256
## V2 427.0323 0.0000 0 6.5485 0.0000 1718.469
## V3 379.0103 1.0875 0 0.5438 0.5438 2960.305
## RXRB|6257 RXRG|6258 RYBP|23429 RYK|6259 RYR1|6261 RYR2|6262 RYR3|6263
## V2 1258.349 1.7233 1310.393 1207.685 34.4659 6.5485 13.7864
## V3 1356.172 7.0691 1144.100 822.186 504.6221 5.9815 5.9815
## S100A10|6281 S100A11|6282 S100A12|6283 S100A13|6284 S100A14|57402
## V2 1062.583 4019.066 0.0000 1648.848 1828.76
## V3 5028.276 11332.790 0.5438 3598.695 10247.42
## S100A16|140576 S100A1|6271 S100A2|6273 S100A3|6274 S100A4|6275 S100A5|6276
## V2 2965.789 634.8616 2.7573 3.7912 343.6248 0.6893
## V3 8087.548 181.0767 62.5340 12.5068 883.0886 0.5438
## S100A6|6277 S100A7A|338324 S100A7L2|645922 S100A7|6278 S100A8|6279
## V2 1770.168 0.0000 0 0 20.6795
## V3 9396.411 0.5438 0 0 232.1914
## S100A9|6280 S100B|6285 S100G|795 S100PBP|64766 S100P|6286 S100Z|170591
## V2 74.7910 6.5485 0.3447 793.0599 11.3737 1.3786
## V3 439.3692 39.6955 0.0000 514.4100 667.2104 1.0875
## S1PR1|1901 S1PR2|9294 S1PR3|1903 S1PR4|8698 S1PR5|53637 SAA1|6288 SAA2|6289
## V2 197.8342 197.4895 621.2579 8.9611 12.4077 16.5436 2.7573
## V3 268.6243 227.8412 1684.3448 106.5797 23.9260 95.1604 13.5943
## SAA3P|6290 SAA4|6291 SAAL1|113174 SAC3D1|29901 SACM1L|22908 SACS|26278
## V2 0 0 289.5134 239.5379 1066.0297 772.7251
## V3 0 0 228.9288 442.6319 574.2251 204.4589
## SAE1|10055 SAFB2|9667 SAFB|6294 SAGE1|55511 SAG|6295 SALL1|6299 SALL2|6297
## V2 2547.373 2051.409 2551.165 0 0.000 3.1019 631.7596
## V3 3482.871 1911.909 2516.041 0 4.894 46.2208 462.2077
## SALL3|27164 SALL4|57167 SAMD10|140700 SAMD11|148398 SAMD12|401474
## V2 1.3786 26.1941 741.7058 56.9962 237.8146
## V3 0.5438 35.8891 881.4573 127.3736 806.4165
## SAMD13|148418 SAMD14|201191 SAMD1|90378 SAMD3|154075 SAMD4A|23034
## V2 131.6597 21.3688 668.2935 4.8252 209.5526
## V3 8.1566 42.9581 564.4372 42.9581 160.4133
## SAMD4B|55095 SAMD5|389432 SAMD7|344658 SAMD8|142891 SAMD9L|219285
## V2 2249.933 10.6844 0.3447 61.6939 155.4411
## V3 2779.772 17.9445 10.3317 60.3589 696.0305
## SAMD9|54809 SAMHD1|25939 SAMM50|25813 SAMSN1|64092 SAP130|79595 SAP18|10284
## V2 471.1486 551.7850 739.9825 57.9027 639.6868 2104.831
## V3 485.5900 606.4437 1029.3148 148.4502 918.9777 2002.175
## SAP30BP|29115 SAP30L|79685 SAP30|8819 SAPS1|22870 SAPS2|9701 SAPS3|55291
## V2 810.6375 1578.193 193.0089 2709.018 1248.354 1840.133
## V3 1425.2311 718.869 257.2050 4113.105 1007.069 2225.122
## SAR1A|56681 SAR1B|51128 SARDH|1757 SARM1|23098 SARNP|84324 SARS2|54938
## V2 1670.217 511.8184 28.2620 2106.079 318.1235 277.3401
## V3 1809.135 439.9130 359.9782 189.391 822.0392 235.4541
## SARS|6301 SART1|9092 SART3|9733 SASH1|23328 SASH3|54440 SASS6|163786
## V2 2431.913 860.6131 1099.462 119.9413 135.1063 260.9067
## V3 1616.639 2705.2746 1365.416 1388.2545 462.7515 122.8929
## SAT1|6303 SAT2|112483 SATB1|6304 SATB2|23314 SATL1|340562 SAV1|60485
## V2 1442.742 775.1377 729.9874 25.1601 35.8445 379.4694
## V3 5557.912 141.9250 181.0767 39.1517 9.7879 627.5150
## SBDSP1|155370 SBDS|51119 SBF1P1|100133234 SBF1|6305 SBF2|81846 SBK1|388228
## V2 255.0475 1267.311 0.3447 2233.734 842.4668 971.9379
## V3 592.7134 1939.641 0.0000 1144.100 925.0734 1700.9244
## SBK2|646643 SBNO1|55206 SBNO2|22904 SBSN|374897 SC4MOL|6307 SC5DL|6309
## V2 0.0000 499.0660 4003.901 1.7233 893.3557 699.6574
## V3 0.5438 551.3866 3063.078 4.8940 1246.3295 430.1251
## SC65|10609 SCAF1|58506 SCAI|286205 SCAMP1|9522 SCAMP2|10066 SCAMP3|10067
## V2 1269.0338 2551.165 336.3870 1939.3952 2707.984 1692.275
## V3 803.1539 5521.479 243.6107 940.7287 3009.788 2600.870
## SCAMP4|113178 SCAMP5|192683 SCAND1|51282 SCAND2|54581 SCAND3|114821
## V2 2990.605 2073.4675 1004.681 494.5854 130.9704
## V3 4114.736 258.2926 3376.291 324.6330 50.5710
## SCAPER|49855 SCAP|22937 SCARA3|51435 SCARA5|286133 SCARB1|949 SCARB2|950
## V2 396.3576 1943.931 3827.4362 7.9272 1041.214 6670.527
## V3 423.5998 1586.558 436.6504 17.9445 1484.502 5249.592
## SCARF1|8578 SCARF2|91179 SCARNA10|692148 SCARNA11|677780 SCARNA12|677777
## V2 124.7665 207.8293 0 0 6.2039
## V3 247.9608 471.4519 0 0 9.2442
## SCARNA14|692149 SCARNA15|677778 SCARNA16|677781 SCARNA17|677769
## V2 0 0 3.1019 3.4466
## V3 0 0 2.1751 1.0875
## SCARNA18|677765 SCARNA1|677774 SCARNA20|677681 SCARNA21|677763
## V2 0 0 0 0
## V3 0 0 0 0
## SCARNA22|677770 SCARNA23|677773 SCARNA27|100124533 SCARNA2|677766
## V2 0.3447 0 0 4.4806
## V3 0.0000 0 0 0.5438
## SCARNA3|677679 SCARNA4|677771 SCARNA5|677775 SCARNA6|677772 SCARNA7|677767
## V2 0 0 0.3447 0.3447 1.7233
## V3 0 0 1.6313 2.1751 0.0000
## SCARNA8|677776 SCARNA9L|100158262 SCARNA9|619383 SCCPDH|51097 SCD5|79966
## V2 0 0 4.1359 1178.0439 45.8396
## V3 0 0 4.8940 450.2447 95.1604
## SCD|6319 SCEL|8796 SCFD1|23256 SCFD2|152579 SCG2|7857 SCG3|29106 SCG5|6447
## V2 1221.815 0.0000 638.9975 310.1929 1717.4349 1485.4795 30.3300
## V3 31061.446 1.6313 895.0517 203.3714 30.4513 0.5438 32.6264
## SCGB1A1|7356 SCGB1C1|147199 SCGB1D1|10648 SCGB1D2|10647 SCGB1D4|404552
## V2 0 0.0000 1.3786 4807.646 62.0386
## V3 0 0.5438 0.0000 1481.784 0.0000
## SCGB2A1|4246 SCGB2A2|4250 SCGB3A1|92304 SCGB3A2|117156 SCGBL|284402
## V2 2618.0284 64152.38 0.3447 0.0000 1.3786
## V3 336.0522 73313.76 8.1566 1.0875 0.5438
## SCGN|10590 SCHIP1|29970 SCIN|85477 SCLT1|132320 SCLY|51540 SCMH1|22955
## V2 186.4604 95.9427 21.0242 129.2471 150.6159 1489.2708
## V3 1.6313 156.3187 90.2610 216.9657 328.1403 579.6629
## SCML1|6322 SCML2|10389 SCML4|256380 SCN10A|6336 SCN11A|11280 SCN1A|6323
## V2 280.5523 148.2033 7.9272 0 1.0340 0
## V3 334.9647 196.8461 50.5710 0 17.9445 0
## SCN1B|6324 SCN2A|6326 SCN2B|6327 SCN3A|6328 SCN3B|55800 SCN4A|6329
## V2 697.2448 0.3447 1.7233 6.2039 10.3398 21.0242
## V3 67.9717 2.1751 0.0000 2.7189 5.4377 4684.6112
## SCN4B|6330 SCN5A|6331 SCN7A|6332 SCN8A|6334 SCN9A|6335 SCNM1|79005
## V2 53.4221 3.4466 8.2718 137.5189 3.4466 981.2437
## V3 34.2577 1.6313 0.0000 92.4415 9.7879 661.2289
## SCNN1A|6337 SCNN1B|6338 SCNN1D|6339 SCNN1G|6340 SCO1|6341 SCO2|9997
## V2 5395.289 844.4141 614.5267 908.1760 344.3142 462.8768
## V3 1201.740 56.0087 87.0038 2.7189 257.2050 762.9146
## SCOC|60592 SCP2|6342 SCPEP1|59342 SCRG1|11341 SCRIB|23513 SCRN1|9805
## V2 1165.981 3177.754 1199.068 1.7233 2484.990 3135.361
## V3 1334.965 1169.657 2443.176 2.1751 3266.993 2983.687
## SCRN2|90507 SCRN3|79634 SCRT1|83482 SCRT2|85508 SCTR|6344 SCT|6343
## V2 473.5612 378.4354 19.6456 0.3447 0.0000 26.5387
## V3 394.7798 347.4715 10.3317 0.0000 1.0875 28.8200
## SCUBE1|80274 SCUBE2|57758 SCUBE3|222663 SCXB|642658 SCYL1|57410 SCYL2|55681
## V2 21.0242 1053.2774 41.0144 23.0921 1626.897 767.2105
## V3 10.3317 175.0952 269.7118 12.5068 2539.516 806.9603
## SCYL3|57147 SDAD1|55153 SDC1|6382 SDC2|6383 SDC3|9672 SDC4P|376844 SDC4|6385
## V2 325.1408 1172.8740 6391.008 3661.6553 7196.132 0 3070.221
## V3 1558.9396 694.9429 14156.607 623.7085 1236.542 0 6158.238
## SDCBP2|27111 SDCBP|6386 SDCCAG1|9147 SDCCAG3|10807 SDCCAG8|10806
## V2 55.0524 2041.759 727.2301 903.0061 339.8336
## V3 69.0593 1576.944 810.2229 829.7988 371.3975
## SDF2L1|23753 SDF2|6388 SDF4|51150 SDHAF1|644096 SDHAF2|54949 SDHAP1|255812
## V2 402.2168 867.8509 4107.989 305.3677 1010.195 251.6009
## V3 417.6183 2286.5688 2012.507 247.9608 1099.511 228.9288
## SDHAP2|727956 SDHAP3|728609 SDHA|6389 SDHB|6390 SDHC|6391 SDHD|6392
## V2 144.4120 177.4993 2213.054 1568.542 1740.182 751.3562
## V3 597.6074 95.1604 2377.379 1029.364 1575.856 1126.1555
## SDK1|221935 SDK2|54549 SDPR|8436 SDR16C5|195814 SDR39U1|56948 SDR42E1|93517
## V2 68.2424 19.9902 61.3493 1289.024 438.9644 471.8379
## V3 231.6476 50.0272 70.6906 1617.727 848.4611 193.5835
## SDR9C7|121214 SDSL|113675 SDS|10993 SEBOX|645832 SEC11A|23478 SEC11C|90701
## V2 0.3447 283.3096 208.8632 0.0000 1676.076 1502.3678
## V3 1.0875 504.6221 190.3208 0.8646 1706.362 420.3371
## SEC13|6396 SEC14L1|6397 SEC14L2|23541 SEC14L3|266629 SEC14L4|284904
## V2 1641.265 1788.435 834.8533 0 7.9272
## V3 3097.879 1406.199 134.1327 0 0.5438
## SEC14L5|9717 SEC16A|9919 SEC16B|89866 SEC1|653677 SEC22A|26984 SEC22B|9554
## V2 90.3006 6763.929 205.6993 2.4126 396.0130 1357.266
## V3 3.8064 9245.242 88.6895 9.8260 427.4062 1050.571
## SEC22C|9117 SEC23A|10484 SEC23B|10483 SEC23IP|11196 SEC24A|10802
## V2 586.954 617.284 3441.074 1270.757 1079.4714
## V3 278.956 903.752 2859.706 896.683 481.2398
## SEC24B|10427 SEC24C|9632 SEC24D|9871 SEC31A|22872 SEC31B|25956 SEC61A1|29927
## V2 1000.1999 2839.644 1470.314 2894.079 256.3538 10044.316
## V3 950.5166 2721.044 1757.477 3560.685 107.6998 9134.323
## SEC61A2|55176 SEC61B|10952 SEC61G|23480 SEC62|7095 SEC63|11231
## V2 191.7716 752.7349 609.7015 4215.867 1133.238
## V3 165.5247 1278.9560 940.1849 5374.660 1377.379
## SECISBP2L|9728 SECISBP2|79048 SECTM1|6398 SEH1L|81929 SEL1L2|80343
## V2 1346.9267 1187.350 470.4593 1171.8400 0.0000
## V3 896.1392 1604.677 986.4057 426.8624 0.5438
## SEL1L3|23231 SEL1L|6400 SELENBP1|8991 SELE|6401 SELK|58515 SELL|6402
## V2 342.9355 2639.397 2282.331 27.2280 275.3824 83.7521
## V3 1271.8869 2063.622 1002.719 92.9853 497.0092 454.0511
## SELM|140606 SELO|83642 SELPLG|6404 SELP|6403 SELS|55829 SELT|51714
## V2 942.6419 395.6683 288.8241 47.5629 847.1714 2109.312
## V3 480.1523 615.0082 686.7863 47.3083 1078.8472 1879.826
## SELV|348303 SEMA3A|10371 SEMA3B|7869 SEMA3C|10512 SEMA3D|223117 SEMA3E|9723
## V2 0 52.3881 1291.7813 2355.054 24.4708 1.3786
## V3 0 65.2529 154.4318 1455.139 120.7178 565.5247
## SEMA3F|6405 SEMA3G|56920 SEMA4A|64218 SEMA4B|10509 SEMA4C|54910 SEMA4D|10507
## V2 2343.335 444.9545 1050.1754 4306.167 1631.959 792.026
## V3 1342.034 269.7118 856.4437 3016.313 1237.629 1147.907
## SEMA4F|10505 SEMA4G|57715 SEMA5A|9037 SEMA5B|54437 SEMA6A|57556 SEMA6B|10501
## V2 666.9148 177.4855 494.9301 28.9513 681.7352 1987.3028
## V3 398.5862 68.8907 284.9375 89.1789 79.3910 244.1544
## SEMA6C|10500 SEMA6D|80031 SEMA7A|8482 SEMG1|6406 SEMG2|6407 SENP1|29843
## V2 288.1348 138.2082 167.1595 0 0 420.8284
## V3 297.9880 40.7830 275.1495 0 0 362.6971
## SENP2|59343 SENP3|26168 SENP5|205564 SENP6|26054 SENP7|57337 SENP8|123228
## V2 907.8313 1119.3485 1032.943 728.2641 428.7556 71.6890
## V3 716.6939 852.7352 966.286 786.8407 374.1164 64.7091
## SEP15|9403 SEPHS1|22929 SEPHS2|22928 SEPN1|57190 SEPP1|6414 SEPSECS|51091
## V2 1933.881 826.8365 2924.085 6637.784 2827.822 331.9064
## V3 1547.580 674.2795 2803.154 2815.661 2408.564 211.5280
## SEPT10|151011 SEPT11|55752 SEPT12|124404 SEPT14|346288 SEPT1|1731 SEPT2|4735
## V2 1009.8503 590.7452 18.2669 0 58.2473 5911.933
## V3 696.5742 1859.1626 41.8706 0 295.8129 8029.908
## SEPT3|55964 SEPT4|5414 SEPT5|5413 SEPT6|23157 SEPT7L|285961 SEPT7P2|641977
## V2 1224.5728 122.3539 2325.758 445.9885 0.6893 224.3729
## V3 327.8956 215.8782 1184.339 1250.1359 0.5438 240.3480
## SEPT7|989 SEPT8|23176 SEPT9|10801 SEPW1|6415 SEPX1|51734 SERAC1|84947
## V2 2622.164 1928.997 8240.103 4357.521 403.9401 124.4218
## V3 3036.433 1502.572 15851.550 6022.838 629.1463 102.7732
## SERBP1|26135 SERF1A|8293 SERF2|10169 SERGEF|26297 SERHL2|253190 SERHL|94009
## V2 5223.305 602.1190 8239.483 337.7656 557.3581 271.9358
## V3 3133.225 448.0696 11176.591 303.9695 4578.7819 2632.4089
## SERINC1|57515 SERINC2|347735 SERINC3|10955 SERINC4|619189 SERINC5|256987
## V2 2390.898 6401.004 3221.526 25.9080 208.8632
## V3 2753.671 6696.574 2543.774 62.6699 162.5884
## SERP1|27230 SERP2|387923 SERPINA10|51156 SERPINA11|256394 SERPINA12|145264
## V2 5016.995 124.4218 0.3447 473.5612 80.3055
## V3 3159.989 50.5710 0.0000 69.0593 0.0000
## SERPINA13|388007 SERPINA1|5265 SERPINA3|12 SERPINA4|5267 SERPINA5|5104
## V2 0 8999.731 17083.0145 1.0340 2703.5038
## V3 0 5647.635 132.6808 1.0875 22.8385
## SERPINA6|866 SERPINA7|6906 SERPINA9|327657 SERPINB10|5273 SERPINB11|89778
## V2 2.7573 0 45.1503 0 0
## V3 0.5438 0 2.1751 0 0
## SERPINB12|89777 SERPINB13|5275 SERPINB1|1992 SERPINB2|5055 SERPINB3|6317
## V2 0 0 1001.5785 0.0000 0.0000
## V3 0 0 558.9995 2.1751 0.5438
## SERPINB4|6318 SERPINB5|5268 SERPINB6|5269 SERPINB7|8710 SERPINB8|5271
## V2 0 59.9706 2470.170 0.3447 180.9459
## V3 0 11.9630 1724.851 3.8064 115.8238
## SERPINB9|5272 SERPINC1|462 SERPIND1|3053 SERPINE1|5054 SERPINE2|5270
## V2 143.3781 1.7233 0.3447 1751.9008 166.8149
## V3 295.8129 13.5943 1.0875 996.7374 260.4676
## SERPINE3|647174 SERPINF1|5176 SERPINF2|5345 SERPING1|710 SERPINH1|871
## V2 0.0000 904.0401 18.9562 1821.867 2924.775
## V3 2.1751 3324.0892 64.1653 6999.456 6635.672
## SERPINI1|5274 SERPINI2|5276 SERTAD1|29950 SERTAD2|9792 SERTAD3|29946
## V2 718.2690 0 384.6392 313.9842 678.6332
## V3 191.4084 0 554.1055 1168.0261 954.8668
## SERTAD4|56256 SESN1|27244 SESN2|83667 SESN3|143686 SESTD1|91404 SETBP1|26040
## V2 242.2952 275.3824 565.9298 940.2293 3048.852 810.9822
## V3 276.2371 815.6607 535.0734 10.8755 1188.689 118.5427
## SETD1A|9739 SETD1B|23067 SETD2|29072 SETD3|84193 SETD4|54093 SETD5|55209
## V2 1149.437 1656.775 2239.938 959.8748 479.7651 2060.370
## V3 1418.706 1440.457 1245.242 1752.0392 244.1544 3297.444
## SETD6|79918 SETD7|80854 SETD8|387893 SETDB1|9869 SETDB2|83852 SETMAR|6419
## V2 562.9106 2053.477 656.9197 3515.520 163.3683 412.2120
## V3 480.2175 1722.675 912.4524 1073.953 278.4122 387.7107
## SETX|23064 SET|6418 SEZ6L2|26470 SEZ6L|23544 SEZ6|124925 SF1|7536
## V2 1771.202 4591.890 7673.8287 584.8860 128.2131 4596.715
## V3 2538.336 6640.022 430.6688 15.7694 14.1381 4344.753
## SF3A1|10291 SF3A2|8175 SF3A3|10946 SF3B14|51639 SF3B1|23451 SF3B2|10992
## V2 2542.472 1531.319 1711.92 683.1138 4835.219 3440.729
## V3 3085.209 2050.027 1053.29 1059.2713 5560.087 6311.039
## SF3B3|23450 SF3B4|10262 SF3B5|83443 SF4|57794 SFI1|9814 SFMBT1|51460
## V2 5796.817 7457.383 422.5517 609.3568 610.7354 317.4308
## V3 3598.695 2462.751 1093.5291 814.0294 941.2724 301.2507
## SFMBT2|57713 SFN|2810 SFPQ|6421 SFRP1|6422 SFRP2|6423 SFRP4|6424 SFRP5|6425
## V2 47.2183 1541.421 5786.808 473.2166 3211.876 492.5175 0.6893
## V3 70.1468 2439.184 5338.738 101.6857 4884.176 1314.3013 0.0000
## SFRS11|9295 SFRS12IP1|285672 SFRS12|140890 SFRS13A|10772 SFRS13B|135295
## V2 3897.402 646.9246 2073.123 1653.673 1.7233
## V3 2108.211 251.2235 1630.778 1542.686 4.3502
## SFRS14|10147 SFRS15|57466 SFRS16|11129 SFRS17A|8227 SFRS18|25957 SFRS1|6426
## V2 2225.548 1427.2322 792.3706 1179.078 936.7827 4642.554
## V3 1948.989 766.1773 1258.8363 1184.339 1131.0495 4787.384
## SFRS2B|10929 SFRS2IP|9169 SFRS2|6427 SFRS3|6428 SFRS4|6429 SFRS5|6430
## V2 1059.826 1634.027 3632.773 4175.542 2264.064 3865.004
## V3 211.528 1756.933 4942.806 4591.082 1569.331 3477.977
## SFRS6|6431 SFRS7|6432 SFRS8|6433 SFRS9|8683 SFT2D1|113402 SFT2D2|375035
## V2 4199.668 2001.089 822.0113 1454.116 107.1889 30.3300
## V3 4101.142 2146.275 1155.5193 2928.766 256.1175 63.0288
## SFT2D3|84826 SFTA1P|207107 SFTA2|389376 SFTA3|253970 SFTPA1|653509
## V2 260.2174 0.0000 0.0000 0 0
## V3 299.0756 1.0875 4.3502 0 0
## SFTPA2|729238 SFTPB|6439 SFTPC|6440 SFTPD|6441 SFXN1|94081 SFXN2|118980
## V2 6.2039 1.034 1.3786 101.6744 1142.5440 341.2122
## V3 64.7091 0.000 0.0000 6.5253 868.4067 102.7732
## SFXN3|81855 SFXN4|119559 SFXN5|94097 SGCA|6442 SGCB|6443 SGCD|6444 SGCE|8910
## V2 1243.529 341.9016 2030.3851 1.0340 1176.6652 819.5987 217.8244
## V3 1000.000 234.9103 781.4029 1.6313 318.6514 146.8189 727.5693
## SGCG|6445 SGCZ|137868 SGEF|26084 SGIP1|84251 SGK196|84197 SGK1|6446
## V2 1.7233 0 1319.0093 15.8543 82.7181 312.9502
## V3 280.5873 0 547.5802 86.4600 20.6634 604.6765
## SGK223|157285 SGK269|79834 SGK2|10110 SGK3|23678 SGK494|124923 SGMS1|259230
## V2 305.7124 635.5509 38.9464 270.0643 405.6669 291.2367
## V3 558.9995 796.6286 36.9766 234.6003 433.7357 256.1175
## SGMS2|166929 SGOL1|151648 SGOL2|151246 SGPL1|8879 SGPP1|81537 SGPP2|130367
## V2 61.3493 66.5192 196.4555 1757.071 332.9404 33.0872
## V3 212.0718 230.5601 287.6563 1685.155 337.6835 85.9163
## SGSH|6448 SGSM1|129049 SGSM2|9905 SGSM3|27352 SGTA|6449 SGTB|54557
## V2 1231.1213 70.3104 1667.804 1157.020 1633.683 181.1044
## V3 566.6123 414.3556 1765.633 2284.394 3000.000 178.7058
## SH2B1|25970 SH2B2|10603 SH2B3|10019 SH2D1A|4068 SH2D1B|117157 SH2D2A|9047
## V2 1588.533 61.0046 528.0173 3.1019 1.7233 3.7912
## V3 1682.980 48.9396 620.4459 96.7917 4.3502 172.9201
## SH2D3A|10045 SH2D3C|10044 SH2D4A|63898 SH2D4B|387694 SH2D5|400745
## V2 419.4498 208.5186 28.6067 5.5145 2.0680
## V3 747.6890 404.5677 839.5867 2.1751 3.2626
## SH2D6|284948 SH2D7|646892 SH3BGRL2|83699 SH3BGRL3|83442 SH3BGRL|6451
## V2 1.0340 0.0000 145.4460 2452.937 6811.827
## V3 3.8064 1.6313 308.3197 3343.665 1066.884
## SH3BGR|6450 SH3BP1|23616 SH3BP2|6452 SH3BP4|23677 SH3BP5L|80851 SH3BP5|9467
## V2 109.9462 288.8551 1944.2204 1909.410 1047.073 351.4141
## V3 54.9212 561.0495 896.1392 1637.847 1103.317 1001.3812
## SH3D19|152503 SH3D20|201175 SH3GL1|6455 SH3GL2|6456 SH3GL3|6457
## V2 686.9050 3.4466 2088.633 1.0340 0.0000
## V3 562.2621 14.1381 2878.195 0.5438 2.7189
## SH3GLB1|51100 SH3GLB2|56904 SH3KBP1|30011 SH3PXD2A|9644 SH3PXD2B|285590
## V2 2810.348 1632.304 479.7651 2278.884 1456.5282
## V3 1841.762 2733.551 667.2104 1515.498 727.5693
## SH3RF1|57630 SH3RF2|153769 SH3RF3|344558 SH3TC1|54436 SH3TC2|79628
## V2 654.8518 6.8932 68.9318 320.5327 52.3881
## V3 707.9935 5.9815 71.7781 376.2915 21.7510
## SH3YL1|26751 SHANK1|50944 SHANK2|22941 SHANK3|85358 SHARPIN|81858 SHBG|6462
## V2 187.1497 8.9611 1205.6166 542.8376 1199.068 1.3786
## V3 1346.9277 13.0506 437.1941 469.2768 1943.991 3.2626
## SHB|6461 SHC1|6464 SHC2|25759 SHC3|53358 SHC4|399694 SHCBP1|79801 SHD|56961
## V2 564.5512 3454.860 457.0176 9.3058 4.4806 270.2125 0.3447
## V3 1188.1457 2611.202 897.2268 10.3317 5.9815 452.4198 0.5438
## SHE|126669 SHFM1|7979 SHF|90525 SHH|6469 SHISA2|387914 SHISA3|152573
## V2 64.1065 1256.971 45.1503 0.0000 77.5482 6.2039
## V3 86.4600 2548.668 30.4513 0.5438 26.1011 0.0000
## SHISA4|149345 SHISA5|51246 SHISA6|388336 SHISA7|729956 SHISA9|729993
## V2 243.3291 3259.439 0 6.2039 6.5485
## V3 145.1876 3529.092 0 7.6128 100.5982
## SHKBP1|92799 SHMT1|6470 SHMT2|6472 SHOC2|8036 SHOX2|6474 SHOX|6473
## V2 839.2442 733.7063 1183.214 951.9477 53.0775 0.0000
## V3 1570.4187 442.8331 1381.185 647.6346 74.4970 0.5438
## SHPK|23729 SHPRH|257218 SHQ1|55164 SHROOM1|134549 SHROOM2|357 SHROOM3|57619
## V2 373.6102 297.8335 364.6490 646.9246 768.9338 36680.315
## V3 368.5101 141.6748 321.3703 137.5748 856.4437 1148.994
## SHROOM4|57477 SIAE|54414 SIAH1|6477 SIAH2|6478 SIAH3|283514 SIDT1|54847
## V2 129.5917 539.5082 562.0007 2347.1266 2.4126 1021.913
## V3 113.1049 90.8102 865.0517 920.0653 1.0875 1011.963
## SIDT2|51092 SIGIRR|59307 SIGLEC10|89790 SIGLEC11|114132 SIGLEC12|89858
## V2 2639.9280 1399.315 120.6306 10.6844 0.3447
## V3 701.6259 1880.914 194.6710 5.9815 4.3502
## SIGLEC14|100049587 SIGLEC15|284266 SIGLEC16|400709 SIGLEC1|6614 SIGLEC5|8778
## V2 38.9464 9.3058 15.8543 200.9361 33.7766
## V3 30.9951 3.8064 16.3132 400.7613 32.0827
## SIGLEC6|946 SIGLEC7|27036 SIGLEC8|27181 SIGLEC9|27180 SIGLECP3|284367
## V2 0.6893 24.4708 75.4803 32.7426 1.7233
## V3 4.3502 38.6079 34.8015 42.9581 25.5574
## SIGMAR1|10280 SIK1|150094 SIK2|23235 SIK3|23387 SIKE1|80143 SIL1|64374
## V2 1493.751 2265.4424 1032.5978 1082.229 1014.6756 1448.2564
## V3 1032.083 469.8206 530.1794 360.522 495.9217 604.6765
## SILV|6490 SIM1|6492 SIM2|6493 SIN3A|25942 SIN3B|23309 SIP1|8487
## V2 15.1650 0 751.0116 2266.476 1327.281 105.4656
## V3 45.1332 0 76.6721 2575.313 1214.791 179.4454
## SIPA1L1|26037 SIPA1L2|57568 SIPA1L3|23094 SIPA1|6494 SIRPA|140885
## V2 617.2840 426.343 3187.749 535.5998 652.4392
## V3 831.9739 2274.606 3033.714 1002.1751 966.2860
## SIRPB1|10326 SIRPB2|284759 SIRPD|128646 SIRPG|55423 SIRT1|23411 SIRT2|22933
## V2 61.3493 39.6358 0.3447 2.4126 1150.127 1099.806
## V3 45.6770 83.7412 1.0875 76.6721 281.131 1641.109
## SIRT3|23410 SIRT4|23409 SIRT5|23408 SIRT6|51548 SIRT7|51547 SIT1|27240
## V2 700.8086 14.1310 467.7020 322.6007 468.0467 8.6165
## V3 1200.5383 60.3589 615.5519 482.8711 795.5411 81.0223
## SIVA1|10572 SIX1|6495 SIX2|10736 SIX3|6496 SIX4|51804 SIX5|147912 SIX6|4990
## V2 630.0363 434.6148 120.9752 2.7573 247.8097 519.7455 0
## V3 1817.8358 1556.8244 775.4214 40.7830 1591.6259 594.3448 0
## SI|6476 SKA1|220134 SKA2|348235 SKA3|221150 SKAP1|8631 SKAP2|8935 SKIL|6498
## V2 0 244.0184 524.9154 121.0821 682.4245 431.8575 924.7196
## V3 0 121.2616 3412.1805 228.5916 679.1735 656.3350 619.9021
## SKINTL|391037 SKIV2L2|23517 SKIV2L|6499 SKI|6497 SKP1|6500 SKP2|6502
## V2 1.3786 1553.6978 1578.165 2742.106 5514.886 190.2517
## V3 2.1751 811.9902 1522.915 1173.464 2860.250 139.2061
## SLA2|84174 SLAIN1|122060 SLAIN2|57606 SLAMF1|6504 SLAMF6|114836 SLAMF7|57823
## V2 6.8932 2.0680 833.7297 5.8592 16.1990 100.2957
## V3 100.5982 17.9445 819.4671 63.0778 117.4551 660.1414
## SLAMF8|56833 SLAMF9|89886 SLA|6503 SLBP|7884 SLC10A1|6554 SLC10A2|6555
## V2 122.3952 3.4466 170.2615 765.1426 0.3447 0
## V3 794.2414 17.4008 362.6971 920.6090 2.7189 0
## SLC10A3|8273 SLC10A4|201780 SLC10A5|347051 SLC10A6|345274 SLC10A7|84068
## V2 733.7786 0.3447 10.3398 78.9269 119.9413
## V3 573.1376 2.1751 4.3502 4.3502 138.6623
## SLC11A1|6556 SLC11A2|4891 SLC12A1|6557 SLC12A2|6558 SLC12A3|6559
## V2 96.8491 1107.044 4.8252 1091.534 0.6893
## V3 239.2605 1178.902 45.1332 2786.297 4.8940
## SLC12A4|6560 SLC12A5|57468 SLC12A6|9990 SLC12A7|10723 SLC12A8|84561
## V2 373.2655 7.2378 455.7286 2900.649 574.2016
## V3 1215.6389 33.7140 155.5682 2390.973 532.8983
## SLC12A9|56996 SLC13A1|6561 SLC13A2|9058 SLC13A3|64849 SLC13A4|26266
## V2 1293.505 0 3.4466 3.7912 4.4806
## V3 1531.811 0 1.0875 203.3714 9.2442
## SLC13A5|284111 SLC14A1|6563 SLC14A2|8170 SLC15A1|6564 SLC15A2|6565
## V2 1.0340 10.3398 1.0340 0.3447 25.5048
## V3 1.6313 11.4192 0.5438 1.6313 244.1544
## SLC15A3|51296 SLC15A4|121260 SLC16A10|117247 SLC16A11|162515 SLC16A12|387700
## V2 470.4593 421.8624 2.4126 4.8252 1.3786
## V3 810.2229 487.2213 10.8755 14.6819 3.8064
## SLC16A13|201232 SLC16A14|151473 SLC16A1|6566 SLC16A2|6567 SLC16A3|9123
## V2 77.2036 481.4884 757.5601 1714.6776 499.066
## V3 237.6291 523.1104 236.5416 356.1718 7703.100
## SLC16A4|9122 SLC16A5|9121 SLC16A6|9120 SLC16A7|9194 SLC16A8|23539
## V2 21.3688 389.4645 209.5526 5.5145 12.0631
## V3 42.9581 339.3148 1353.9967 4.3502 103.3170
## SLC16A9|220963 SLC17A1|6568 SLC17A2|10246 SLC17A3|10786 SLC17A4|10050
## V2 43.4270 0 0 0 0
## V3 215.8782 0 0 0 0
## SLC17A5|26503 SLC17A6|57084 SLC17A7|57030 SLC17A8|246213 SLC17A9|63910
## V2 288.1348 0 4.4806 0.0000 347.4161
## V3 315.9326 0 47.3083 1.0875 199.0212
## SLC18A1|6570 SLC18A2|6571 SLC18A3|6572 SLC19A1|6573 SLC19A2|10560
## V2 8.6165 7.2378 0 829.9384 309.8483
## V3 0.5438 5.9815 0 418.7058 1975.5302
## SLC19A3|80704 SLC1A1|6505 SLC1A2|6506 SLC1A3|6507 SLC1A4|6509 SLC1A5|6510
## V2 4.4806 8.9611 2796.5617 99.6064 2860.668 3231.521
## V3 19.5759 80.4785 155.5193 166.9386 3699.837 4983.687
## SLC1A6|6511 SLC1A7|6512 SLC20A1|6574 SLC20A2|6575 SLC22A10|387775
## V2 0.3447 10.6844 789.6134 703.7933 6.2039
## V3 7.6128 7.6128 2331.7020 3040.7830 0.5438
## SLC22A11|55867 SLC22A12|116085 SLC22A13|9390 SLC22A14|9389 SLC22A15|55356
## V2 1.3786 0 1.0340 0.3447 478.7311
## V3 1.0875 0 2.1751 4.8940 30.4513
## SLC22A16|85413 SLC22A17|51310 SLC22A18AS|5003 SLC22A18|5002 SLC22A1|6580
## V2 0.3447 1644.712 23.0921 520.7795 0.0000
## V3 0.5438 1376.835 15.2257 1092.4415 4.3502
## SLC22A20|440044 SLC22A23|63027 SLC22A24|283238 SLC22A25|387601 SLC22A2|6582
## V2 4.4806 437.4548 0.6893 0.3447 0.0000
## V3 13.5943 1460.8700 0.0000 0.0000 1.6313
## SLC22A3|6581 SLC22A4|6583 SLC22A5|6584 SLC22A6|9356 SLC22A7|10864
## V2 26.1941 29.1306 944.3652 0 0.3447
## V3 45.6770 46.7645 313.7575 0 4.3502
## SLC22A8|9376 SLC22A9|114571 SLC23A1|9963 SLC23A2|9962 SLC23A3|151295
## V2 0 0 2.7573 1579.9160 18.8976
## V3 0 0 18.4883 482.8711 18.2599
## SLC24A1|9187 SLC24A2|25769 SLC24A3|57419 SLC24A4|123041 SLC24A5|283652
## V2 558.9504 0.3447 229.1981 0.6893 28.9720
## V3 323.5454 2.7189 609.0266 6.5253 24.3013
## SLC24A6|80024 SLC25A10|1468 SLC25A11|8402 SLC25A12|8604 SLC25A13|10165
## V2 528.3620 1100.496 828.2151 512.1630 751.0116
## V3 806.9603 1147.907 1428.4937 665.0353 591.0821
## SLC25A14|9016 SLC25A15|10166 SLC25A16|8034 SLC25A17|10478 SLC25A18|83733
## V2 335.6977 411.3917 115.4607 706.8952 11.0291
## V3 128.8744 273.7847 148.9940 491.5715 21.2072
## SLC25A19|60386 SLC25A1|6576 SLC25A20|788 SLC25A21|89874 SLC25A22|79751
## V2 320.1880 1880.114 249.1883 4.3186 1579.571
## V3 445.8945 3494.834 384.4481 1.8380 1678.630
## SLC25A23|79085 SLC25A24|29957 SLC25A25|114789 SLC25A26|115286 SLC25A27|9481
## V2 1663.668 1210.7864 497.3427 194.6702 41.0144
## V3 1441.001 477.9772 578.5753 240.8320 41.3268
## SLC25A28|81894 SLC25A29|123096 SLC25A2|83884 SLC25A30|253512 SLC25A31|83447
## V2 449.7798 650.3712 0 283.6542 0
## V3 484.5024 1228.9288 0 207.7216 0
## SLC25A32|81034 SLC25A33|84275 SLC25A34|284723 SLC25A35|399512 SLC25A36|55186
## V2 377.0740 170.9508 44.461 290.4440 1758.794
## V3 356.3567 115.2800 21.751 261.2887 1040.239
## SLC25A37|51312 SLC25A38|54977 SLC25A39|51629 SLC25A3|5250 SLC25A40|55972
## V2 430.1342 829.5938 4602.919 3982.533 250.4636
## V3 438.8254 1021.7510 2814.573 5667.210 134.8559
## SLC25A41|284427 SLC25A42|284439 SLC25A43|203427 SLC25A44|9673
## V2 9.3058 180.6012 739.6378 1385.873
## V3 3.8064 246.8733 568.2436 1593.257
## SLC25A45|283130 SLC25A46|91137 SLC25A4|291 SLC25A5|292 SLC25A6|293
## V2 117.8733 677.2546 860.9577 5374.954 6473.727
## V3 195.7586 345.8401 1037.5204 2742.795 5038.064
## SLC26A10|65012 SLC26A11|284129 SLC26A1|10861 SLC26A2|1836 SLC26A3|1811
## V2 11.5702 625.2111 98.0796 285.0328 30.3300
## V3 32.0011 1127.2431 105.2039 185.9706 3.2626
## SLC26A4|5172 SLC26A5|375611 SLC26A6|65010 SLC26A7|115111 SLC26A8|116369
## V2 4.1359 0.6893 487.5854 12.7524 5.8592
## V3 20.6634 1.6313 663.5019 17.9445 3.8064
## SLC26A9|115019 SLC27A1|376497 SLC27A2|11001 SLC27A3|11000 SLC27A4|10999
## V2 0.6893 1034.3211 1312.8055 555.2454 555.2454
## V3 1.6313 666.1229 19.0321 1487.7651 1632.4089
## SLC27A5|10998 SLC27A6|28965 SLC28A1|9154 SLC28A2|9153 SLC28A3|64078
## V2 126.8517 0.3447 1.3786 0.3447 0.3447
## V3 234.3611 1.6313 10.8755 0.0000 71.2344
## SLC29A1|2030 SLC29A2|3177 SLC29A3|55315 SLC29A4|222962 SLC2A10|81031
## V2 4284.798 62.7520 612.1141 53.4221 1275.927
## V3 1440.457 850.9625 289.8314 338.7711 2351.822
## SLC2A11|66035 SLC2A12|154091 SLC2A13|114134 SLC2A14|144195 SLC2A1|6513
## V2 261.9407 23.4368 867.5063 5.1699 1119.452
## V3 199.5650 27.7325 227.2974 10.3317 1529.636
## SLC2A2|6514 SLC2A3|6515 SLC2A4RG|56731 SLC2A4|6517 SLC2A5|6518 SLC2A6|11182
## V2 0 146.480 3238.759 6.5485 20.6795 33.0872
## V3 0 509.516 6513.866 8.1566 182.7080 110.9299
## SLC2A7|155184 SLC2A8|29988 SLC2A9|56606 SLC30A10|55532 SLC30A1|7779
## V2 0 346.0375 40.3251 0 209.5526
## V3 0 564.9810 38.6079 0 244.1544
## SLC30A2|7780 SLC30A3|7781 SLC30A4|7782 SLC30A5|64924 SLC30A6|55676
## V2 16.5436 3.7912 64.1065 1787.056 250.2223
## V3 106.0359 34.2577 90.8102 1678.630 227.8412
## SLC30A7|148867 SLC30A8|169026 SLC30A9|10463 SLC31A1|1317 SLC31A2|1318
## V2 709.6525 12173.6943 804.089 681.3905 224.3729
## V3 498.6406 1.0875 1095.704 1626.9712 387.7107
## SLC32A1|140679 SLC33A1|9197 SLC34A1|6569 SLC34A2|10568 SLC34A3|142680
## V2 0.0000 686.2157 1.0340 5.1699 30.6746
## V3 0.5438 558.9995 2.7189 1.6313 27.7325
## SLC35A1|10559 SLC35A2|7355 SLC35A3|23443 SLC35A4|113829 SLC35A5|55032
## V2 293.5011 1234.568 433.2361 2441.218 607.2888
## V3 446.4383 1920.609 258.8363 2089.179 454.5949
## SLC35B1|10237 SLC35B2|347734 SLC35B3|51000 SLC35B4|84912 SLC35C1|55343
## V2 770.3125 1863.570 544.2163 360.8578 739.6378
## V3 4162.0446 2372.485 444.8070 277.3246 668.2980
## SLC35C2|51006 SLC35D1|23169 SLC35D2|11046 SLC35D3|340146 SLC35E1|79939
## V2 1290.403 566.2744 336.0424 4.8252 2482.577
## V3 2089.723 381.1854 239.2605 4.3502 2029.908
## SLC35E2|728661 SLC35E2|9906 SLC35E3|55508 SLC35E4|339665 SLC35F1|222553
## V2 6976.9906 298.7572 1646.0905 149.5475 8.9611
## V3 658.3415 9.9565 220.2284 171.1909 9.2442
## SLC35F2|54733 SLC35F3|148641 SLC35F4|341880 SLC35F5|80255 SLC36A1|206358
## V2 49.6309 13.4417 3.7912 537.3231 321.9113
## V3 296.3567 1.0875 0.5438 865.6879 262.0990
## SLC36A2|153201 SLC36A3|285641 SLC36A4|120103 SLC37A1|54020 SLC37A2|219855
## V2 0 0 171.6401 1262.1406 191.6303
## V3 0 0 184.3393 892.8766 143.5563
## SLC37A3|84255 SLC37A4|2542 SLC38A10|124565 SLC38A11|151258 SLC38A1|81539
## V2 221.271 576.6142 3557.568 4.8252 434.9594
## V3 576.944 499.1843 4384.448 0.5438 9193.0397
## SLC38A2|54407 SLC38A3|10991 SLC38A4|55089 SLC38A5|92745 SLC38A6|145389
## V2 3309.759 0.6893 2.0680 19.3009 102.3637
## V3 3625.340 35.8891 15.2257 162.5884 333.8771
## SLC38A7|55238 SLC38A8|146167 SLC38A9|153129 SLC39A10|57181 SLC39A11|201266
## V2 447.0225 0 154.4072 507.6824 1980.7543
## V3 265.3616 0 112.5612 499.7281 728.6569
## SLC39A12|221074 SLC39A13|91252 SLC39A14|23516 SLC39A1|27173 SLC39A2|29986
## V2 0 1382.082 1812.561 3233.589 26.1941
## V3 0 1791.191 1104.405 3821.642 0.5438
## SLC39A3|29985 SLC39A4|55630 SLC39A5|283375 SLC39A6|25800 SLC39A7|7922
## V2 697.2448 347.7608 4.1359 90765.901 3514.141
## V3 913.5400 825.4486 2.7189 1699.293 4606.308
## SLC39A8|64116 SLC39A9|55334 SLC3A1|6519 SLC3A2|6520 SLC40A1|30061
## V2 329.8385 2184.103 3.4466 4652.549 263.3193
## V3 1116.3676 2642.197 6.3513 4429.581 1370.3100
## SLC41A1|254428 SLC41A2|84102 SLC41A3|54946 SLC43A1|8501 SLC43A2|124935
## V2 554.5560 41.3591 1691.585 129.2471 211.9652
## V3 284.9375 165.3072 1601.958 108.7548 924.4154
## SLC43A3|29015 SLC44A1|23446 SLC44A2|57153 SLC44A3|126969 SLC44A4|80736
## V2 764.7979 1338.999 5284.998 481.4884 1546.484
## V3 555.7368 1770.527 7666.667 97.8793 2237.085
## SLC44A5|204962 SLC45A1|50651 SLC45A2|51151 SLC45A3|85414 SLC45A4|57210
## V2 0.6893 319.4987 2.0680 285.3775 303.2998
## V3 353.4530 35.8891 12.5068 164.7635 287.6563
## SLC46A1|113235 SLC46A2|57864 SLC46A3|283537 SLC47A1|55244 SLC47A2|146802
## V2 1878.9903 1.7233 283.6542 19.6456 4.4806
## V3 818.6786 9.2442 328.9831 11.9630 3.2626
## SLC48A1|55652 SLC4A10|57282 SLC4A11|83959 SLC4A1AP|22950 SLC4A1|6521
## V2 768.5892 0.3447 5.5145 548.3522 1.0340
## V3 848.8309 816.2045 163.1321 855.7096 0.5438
## SLC4A2|6522 SLC4A3|6508 SLC4A4|8671 SLC4A5|57835 SLC4A7|9497 SLC4A8|9498
## V2 1871.970 593.1578 4.4806 264.0776 506.9931 1452.0476
## V3 2936.308 321.3703 4.8940 488.0207 224.0348 418.7058
## SLC4A9|83697 SLC5A10|125206 SLC5A11|115584 SLC5A12|159963 SLC5A1|6523
## V2 1.3786 15.3408 0.6893 0.0000 2.0680
## V3 0.0000 3.3442 11.9630 0.5438 1.0875
## SLC5A2|6524 SLC5A3|6526 SLC5A4|6527 SLC5A5|6528 SLC5A6|8884 SLC5A7|60482
## V2 0.0000 1071.4616 1.7233 3.1019 767.3932 151.6499
## V3 0.8265 492.3382 0.5438 2.7189 2190.4840 0.0000
## SLC5A8|160728 SLC5A9|200010 SLC6A10P|386757 SLC6A11|6538 SLC6A12|6539
## V2 1.0340 35.8445 24.8154 129.2471 195.7662
## V3 17.4008 7.0691 519.3040 138.6623 34.2577
## SLC6A13|6540 SLC6A14|11254 SLC6A15|55117 SLC6A16|28968 SLC6A17|388662
## V2 0.0000 0.0000 0 11.3737 424.9643
## V3 0.5438 2.7189 0 9.2442 44.0457
## SLC6A18|348932 SLC6A19|340024 SLC6A1|6529 SLC6A20|54716 SLC6A2|6530
## V2 0 0.6893 10.6844 228.8535 0
## V3 0 0.0000 23.3823 27.7325 0
## SLC6A3|6531 SLC6A4|6532 SLC6A5|9152 SLC6A6|6533 SLC6A7|6534 SLC6A8|6535
## V2 0.3447 0.6893 0 842.6908 5.5145 3471.059
## V3 0.5438 1.6313 0 1827.6237 7.0691 1554.649
## SLC6A9|6536 SLC7A10|56301 SLC7A11|23657 SLC7A13|157724 SLC7A14|57709
## V2 172.6913 0.6928 37.5678 10.3398 0
## V3 152.5775 10.4513 22.8385 2.7189 0
## SLC7A1|6541 SLC7A2|6542 SLC7A3|84889 SLC7A4|6545 SLC7A5P1|81893
## V2 1292.1259 36705.131 0.6893 700.0021 2.4781
## V3 557.9119 858.075 0.5438 0.5438 1.6313
## SLC7A5P2|387254 SLC7A5|8140 SLC7A6OS|84138 SLC7A6|9057 SLC7A7|9056
## V2 5.6110 2674.208 191.0065 1573.647 216.7904
## V3 9.1626 668.298 225.8782 1005.769 316.4763
## SLC7A8|23428 SLC7A9|11136 SLC8A1|6546 SLC8A2|6543 SLC8A3|6547 SLC9A10|285335
## V2 3387.9962 7.9272 77.8929 25.1601 1.3786 1.3786
## V3 334.9647 22.8385 181.6204 15.7694 5.9815 3.2626
## SLC9A11|284525 SLC9A1|6548 SLC9A2|6549 SLC9A3R1|9368 SLC9A3R2|9351
## V2 0 1313.839 0.0000 8577.869 2060.026
## V3 0 1811.854 190.8646 6809.679 1907.015
## SLC9A3|6550 SLC9A4|389015 SLC9A5|6553 SLC9A6|10479 SLC9A7|84679 SLC9A8|23315
## V2 4.1704 0.0000 87.5433 319.4987 217.8244 1566.4743
## V3 1.6313 3.2626 151.1691 95.1604 153.8880 856.9875
## SLC9A9|285195 SLCO1A2|6579 SLCO1B1|10599 SLCO1B3|28234 SLCO1C1|53919
## V2 38.2571 1.034 0 0.6893 1.7233
## V3 76.1283 0.000 0 0.0000 1.0875
## SLCO2A1|6578 SLCO2B1|11309 SLCO3A1|28232 SLCO4A1|28231 SLCO4C1|353189
## V2 328.8045 522.1581 634.8616 598.3070 4.4806
## V3 336.5960 641.6531 356.1718 12.3056 6.5253
## SLCO5A1|81796 SLCO6A1|133482 SLED1|643036 SLFN11|91607 SLFN12L|342615
## V2 5.1699 0.0000 0.3447 193.0089 2.0680
## V3 9.7879 0.5438 0.0000 894.5079 23.3823
## SLFN12|55106 SLFN13|146857 SLFN14|342618 SLFN5|162394 SLFNL1|200172
## V2 25.1601 173.3634 0.3447 457.3623 7.5825
## V3 129.4182 3653.6161 1.0875 411.0930 7.0691
## SLIT1|6585 SLIT2|9353 SLIT3|6586 SLITRK1|114798 SLITRK2|84631 SLITRK3|22865
## V2 96.1598 123.0432 258.4941 385.6732 1.3786 0
## V3 9.2442 113.6487 604.6765 0.0000 1.6313 0
## SLITRK4|139065 SLITRK5|26050 SLITRK6|84189 SLK|9748 SLMAP|7871 SLMO1|10650
## V2 7.9272 3.7912 1992.8173 1772.925 888.1858 273.6591
## V3 6.5253 38.0642 96.7917 1229.473 839.0430 31.5389
## SLMO2|51012 SLN|6588 SLPI|6590 SLTM|79811 SLU7|10569 SLURP1|57152 SMAD1|4086
## V2 2844.814 7.9272 105.1209 2665.247 1089.4665 25.8494 772.3804
## V3 1550.843 5.4377 67.9717 3266.993 622.0772 21.2072 1654.7036
## SMAD2|4087 SMAD3|4088 SMAD4|4089 SMAD5OS|9597 SMAD5|4090 SMAD6|4091
## V2 2021.7687 918.8604 1836.2560 2.7573 1833.9296 47.9076
## V3 813.4856 2333.3333 579.7172 1.6313 650.3535 162.0446
## SMAD7|4092 SMAD9|4093 SMAGP|57228 SMAP1|60682 SMAP2|64744 SMARCA1|6594
## V2 766.5212 5.1699 37.9125 319.6090 1362.092 125.4558
## V3 427.9500 7.0691 205.0027 391.8488 1036.977 182.7080
## SMARCA2|6595 SMARCA4|6597 SMARCA5|8467 SMARCAD1|56916 SMARCAL1|50485
## V2 3208.429 4754.224 2063.817 903.0061 662.0896
## V3 1746.601 6418.706 1776.917 306.6884 653.6161
## SMARCB1|6598 SMARCC1|6599 SMARCC2|6601 SMARCD1|6602 SMARCD2|6603
## V2 934.3701 3037.133 2543.927 762.730 3014.731
## V3 2205.5465 1884.720 2787.384 1669.386 22290.375
## SMARCD3|6604 SMARCE1|6605 SMC1A|8243 SMC1B|27127 SMC2|10592 SMC3|9126
## V2 419.7944 2664.213 6730.842 0.6893 756.5261 1616.450
## V3 412.7243 1781.947 3646.547 170.2012 693.8554 1181.077
## SMC4|10051 SMC5|23137 SMC6|79677 SMCHD1|23347 SMCP|4184 SMCR5|140771
## V2 2072.434 574.5463 622.7985 1749.488 0 1.3786
## V3 2649.266 722.1316 856.4437 685.155 0 1.6313
## SMCR7L|54471 SMCR7|125170 SMCR8|140775 SMEK1|55671 SMEK2|57223 SMEK3P|139420
## V2 984.0009 492.8621 1900.1765 1393.111 1638.163 0
## V3 763.4584 468.7330 758.3632 1371.941 2072.322 0
## SMG1|23049 SMG5|23381 SMG6|23293 SMG7|9887 SMN1|6606 SMN2|6607 SMNDC1|10285
## V2 4625.321 4898.291 1041.904 1880.803 4.9941 766.3523 412.2120
## V3 2445.351 2933.116 1274.606 2821.642 22.5122 1593.5835 499.1843
## SMOC1|64093 SMOC2|64094 SMOX|54498 SMO|6608 SMPD1|6609 SMPD2|6610
## V2 310.1929 736.1912 224.3729 103.3976 1327.970 128.2131
## V3 10.8755 978.2490 131.5933 576.4002 1327.896 343.1213
## SMPD3|55512 SMPD4|55627 SMPDL3A|10924 SMPDL3B|27293 SMPX|23676 SMR3A|26952
## V2 2150.3264 2307.491 254.7029 449.0904 0.0000 0
## V3 469.8206 2715.606 116.9114 156.0631 2.1751 0
## SMR3B|10879 SMS|6611 SMTNL1|219537 SMTNL2|342527 SMTN|6525 SMU1|55234
## V2 0 2206.161 9.9951 0.0000 653.8178 1204.9272
## V3 0 4666.123 23.9260 30.9951 1905.3834 847.1996
## SMUG1|23583 SMURF1|57154 SMURF2|64750 SMYD1|150572 SMYD2|56950 SMYD3|64754
## V2 417.0372 1325.6302 435.3041 0.0000 349.8287 202.3147
## V3 831.9739 915.0136 2389.3420 0.5438 1128.8744 418.7058
## SMYD4|114826 SMYD5|10322 SNAI1|6615 SNAI2|6591 SNAI3|333929 SNAP23|8773
## V2 273.6591 684.8371 54.1114 134.0723 16.5436 1327.9704
## V3 274.6058 1239.2605 155.5193 313.7575 33.1702 723.7629
## SNAP25|6616 SNAP29|9342 SNAP47|116841 SNAP91|9892 SNAPC1|6617 SNAPC2|6618
## V2 793.7493 1223.539 884.0223 1.034 144.7567 609.7015
## V3 15.7694 1437.194 823.8662 0.000 164.7635 422.5122
## SNAPC3|6619 SNAPC4|6621 SNAPC5|10302 SNAPIN|23557 SNAR-A13|100169959
## V2 237.8146 522.8474 116.2086 579.7161 0
## V3 308.3197 865.6879 185.1278 1045.6770 0
## SNAR-A2|100126799 SNAR-A3|100169951 SNAR-A4|100169956 SNAR-B2|100170217
## V2 0 0 0 0.0000
## V3 0 0 0 0.5438
## SNAR-C2|100170218 SNAR-C3|100170226 SNAR-C4|100170219 SNAR-D|100170227
## V2 0 0 0 0
## V3 0 0 0 0
## SNAR-E|100170220 SNAR-F|100126781 SNAR-G1|100126780 SNAR-G2|100170228
## V2 0 0 0.0000 0
## V3 0 0 0.5438 0
## SNAR-H|100170221 SNAR-I|100170222 SNCAIP|9627 SNCA|6622 SNCB|6620 SNCG|6623
## V2 0 0 31.0193 19.3009 0.3447 82.3735
## V3 0 0 20.6634 29.3638 0.5438 44.5895
## SND1|27044 SNED1|25992 SNF8|11267 SNHG10|283596 SNHG11|128439 SNHG12|85028
## V2 4555.011 1283.8541 715.8564 79.6162 234.0337 377.6875
## V3 4108.211 412.1805 8303.9695 165.8510 238.9396 281.1093
## SNHG1|23642 SNHG3-RCC1|751867 SNHG3|8420 SNHG4|724102 SNHG5|387066
## V2 1092.1307 542.2207 163.3683 5.8799 185.7711
## V3 616.0957 46.9875 38.6079 2.7189 219.1408
## SNHG6|641638 SNHG7|84973 SNHG8|100093630 SNHG9|735301 SNIP1|79753 SNN|8303
## V2 399.8042 604.1938 442.1973 144.7567 457.3623 871.6422
## V3 307.2322 447.8032 233.2790 30.4513 266.4492 634.0402
## SNORA10|574042 SNORA11B|100124539 SNORA11C|100124540 SNORA11D|100124541
## V2 0.3447 0 0 0
## V3 0.0000 0 0 0
## SNORA11E|100124542 SNORA11|677799 SNORA12|677800 SNORA13|654322
## V2 0 0 0 0
## V3 0 0 0 0
## SNORA14A|677801 SNORA14B|677802 SNORA15|677803 SNORA16A|692073
## V2 0 0 0 0
## V3 0 0 0 0
## SNORA16B|692157 SNORA18|677805 SNORA19|641451 SNORA1|677792 SNORA20|677806
## V2 0.3447 0.7307 0 0 0
## V3 0.0000 0.6634 0 0 0
## SNORA21|619505 SNORA22|677807 SNORA23|677808 SNORA24|677809 SNORA25|684959
## V2 0.0000 0 0.3447 0.3447 0.0000
## V3 1.6313 0 0.5438 0.5438 0.5438
## SNORA26|677810 SNORA27|619499 SNORA28|677811 SNORA29|677812 SNORA2A|677793
## V2 0 0 0 0.0000 0
## V3 0 0 0 0.5438 0
## SNORA2B|677794 SNORA30|677813 SNORA31|677814 SNORA32|692063 SNORA34|677815
## V2 0 0 0.0000 0 0
## V3 0 0 0.5438 0 0
## SNORA35|677816 SNORA36A|677817 SNORA36B|677818 SNORA36C|100124535
## V2 0 0 0 0
## V3 0 0 0 0
## SNORA37|677819 SNORA38B|100124536 SNORA38|677820 SNORA39|677821
## V2 0 0 0 24.4604
## V3 0 0 0 15.0027
## SNORA3|619562 SNORA40|677822 SNORA41|619569 SNORA42|677823 SNORA44|677825
## V2 0.3447 0.1792 0 0 0.0586
## V3 0.5438 0.0000 0 0 0.0218
## SNORA45|677826 SNORA46|677827 SNORA47|677828 SNORA48|652965 SNORA49|677829
## V2 0 0 0 0.0000 0
## V3 0 0 0 0.5438 0
## SNORA4|619568 SNORA50|677830 SNORA51|677831 SNORA52|619565 SNORA53|677832
## V2 0.0000 0 0 0.3447 0.0000
## V3 0.1251 0 0 0.0000 1.6313
## SNORA54|677833 SNORA55|677834 SNORA56|677835 SNORA57|692158 SNORA58|677836
## V2 0 0 0 0.3447 0
## V3 0 0 0 1.0875 0
## SNORA59B|677882 SNORA5A|654319 SNORA5B|677795 SNORA5C|677796 SNORA61|677838
## V2 0 0.3447 0 0.0000 0
## V3 0 0.0000 0 0.5438 0
## SNORA62|6044 SNORA63|6043 SNORA64|26784 SNORA65|26783 SNORA66|26782
## V2 0 1.0340 0 0.3447 0
## V3 0 1.0875 0 1.0875 0
## SNORA67|26781 SNORA68|26780 SNORA69|26779 SNORA6|574040 SNORA70B|100124537
## V2 0.3447 0 0 0 0
## V3 1.6313 0 0 0 0
## SNORA70C|100124538 SNORA70|26778 SNORA71A|26777 SNORA71B|26776
## V2 0 0.0000 0 0.3447
## V3 0 0.0544 0 0.5438
## SNORA71C|677839 SNORA71D|677840 SNORA72|26775 SNORA74A|26821 SNORA74B|677841
## V2 0 0 0.6893 0 0.0000
## V3 0 0 0.5438 0 0.5438
## SNORA75|654321 SNORA76|677842 SNORA77|677843 SNORA78|677844 SNORA79|677845
## V2 0.3447 2.068 0 0 0
## V3 0.0000 0.000 0 0 0
## SNORA7B|677797 SNORA80|677846 SNORA81|677847 SNORA84|100124534 SNORA8|654320
## V2 4.8838 0 0.3447 0 224.5625
## V3 7.6237 0 1.6313 0 312.5122
## SNORA9|677798 SNORD102|26771 SNORD103A|692234 SNORD104|692227
## V2 1.1236 0 0 0
## V3 0.0000 0 0 0
## SNORD105B|100113382 SNORD105|692229 SNORD109B|338429 SNORD10|652966
## V2 0 0 0 0.3447
## V3 0 0 0 0.5438
## SNORD110|692213 SNORD111B|100113402 SNORD111|692214 SNORD113-1|767561
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD113-2|767562 SNORD113-4|767564 SNORD113-5|767565 SNORD113-6|767566
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD113-7|767567 SNORD113-9|767569 SNORD114-10|767588 SNORD114-11|767589
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD114-12|767590 SNORD114-13|767591 SNORD114-14|767592 SNORD114-15|767593
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD114-16|767594 SNORD114-17|767595 SNORD114-18|767596 SNORD114-19|767597
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD114-1|767577 SNORD114-20|767598 SNORD114-21|767599 SNORD114-22|767600
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD114-23|767603 SNORD114-24|767604 SNORD114-25|767605 SNORD114-26|767606
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD114-27|767608 SNORD114-28|767609 SNORD114-29|767610 SNORD114-2|767578
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD114-30|767611 SNORD114-31|767612 SNORD114-3|767579 SNORD114-4|767580
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD114-5|767581 SNORD114-6|767582 SNORD114-7|767583 SNORD114-8|767584
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD114-9|767585 SNORD115-10|100033447 SNORD115-11|100033448
## V2 0 0 0
## V3 0 0 0
## SNORD115-13|100033450 SNORD115-14|100033451 SNORD115-16|100033454
## V2 0 0 0
## V3 0 0 0
## SNORD115-17|100033455 SNORD115-1|338433 SNORD115-20|100033460
## V2 0 0 0
## V3 0 0 0
## SNORD115-22|100033799 SNORD115-25|100033801 SNORD115-26|100033802
## V2 0 0 0
## V3 0 0 0
## SNORD115-2|100033437 SNORD115-30|100033804 SNORD115-31|100033805
## V2 0 0 0
## V3 0 0 0
## SNORD115-32|100033806 SNORD115-33|100033807 SNORD115-35|100033809
## V2 0 0 0
## V3 0 0 0
## SNORD115-37|100033811 SNORD115-38|100033812 SNORD115-39|100033813
## V2 0 0 0
## V3 0 0 0
## SNORD115-3|100033440 SNORD115-40|100033814 SNORD115-41|100033815
## V2 0 0 0
## V3 0 0 0
## SNORD115-44|100033818 SNORD115-48|100033822 SNORD115-4|100033441
## V2 0 0 0
## V3 0 0 0
## SNORD115-5|100033442 SNORD115-6|100033443 SNORD115-7|100033444
## V2 0 0 0
## V3 0 0 0
## SNORD115-8|100033445 SNORD115-9|100033446 SNORD116-10|100033422
## V2 0 0 0
## V3 0 0 0
## SNORD116-11|100033423 SNORD116-12|100033424 SNORD116-13|100033425
## V2 0 0 0
## V3 0 0 0
## SNORD116-14|100033426 SNORD116-15|100033427 SNORD116-16|100033428
## V2 0 0 0
## V3 0 0 0
## SNORD116-18|100033430 SNORD116-19|727708 SNORD116-1|100033413
## V2 0 0 0
## V3 0 0 0
## SNORD116-20|100033431 SNORD116-22|100033433 SNORD116-23|100033434
## V2 3.7912 0 0
## V3 13.0506 0 0
## SNORD116-24|100033435 SNORD116-25|100033436 SNORD116-26|100033438
## V2 0 0 0
## V3 0 0 0
## SNORD116-27|100033439 SNORD116-28|100033820 SNORD116-29|100033821
## V2 0 8.8233 0
## V3 0 51.6259 0
## SNORD116-2|100033414 SNORD116-3|100033415 SNORD116-4|100033416
## V2 0 0 23.2162
## V3 0 0 59.9456
## SNORD116-5|100033417 SNORD116-8|100033420 SNORD117|692233 SNORD119|100113378
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD11B|100113392 SNORD11|692058 SNORD121A|100113379 SNORD121B|100113385
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD123|100113384 SNORD124|100113390 SNORD125|100113380 SNORD126|100113391
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD127|100113389 SNORD12B|100113393 SNORD12C|26765 SNORD12|692057
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD15A|6079 SNORD15B|114599 SNORD16|595097 SNORD17|692086 SNORD18A|595098
## V2 0 0.0000 0 1.3786 0
## V3 0 0.5438 0 9.2442 0
## SNORD18B|595099 SNORD18C|595100 SNORD19B|100113381 SNORD19|692089
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD1A|677848 SNORD1B|677849 SNORD1C|677850 SNORD20|6082 SNORD21|6083
## V2 0 0 16.7883 0 0
## V3 0 0 18.8200 0 0
## SNORD22|9304 SNORD23|692091 SNORD24|26820 SNORD25|9303 SNORD26|9302
## V2 0.4377 0 0 0 0
## V3 0.0000 0 0 0 0
## SNORD27|9301 SNORD28|9300 SNORD29|9297 SNORD2|619567 SNORD30|9299
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD31|9298 SNORD32A|26819 SNORD32B|692092 SNORD33|26818 SNORD34|26817
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD35A|26816 SNORD35B|84546 SNORD36A|26815 SNORD36B|26814 SNORD36C|26813
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD37|26812 SNORD38A|94162 SNORD38B|94163 SNORD41|26810 SNORD42A|26809
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD42B|26808 SNORD43|26807 SNORD44|26806 SNORD45A|26805 SNORD45B|26804
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD45C|692085 SNORD46|94161 SNORD47|26802 SNORD48|26801 SNORD49A|26800
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD49B|692087 SNORD4A|26773 SNORD4B|26772 SNORD50A|26799 SNORD50B|692088
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD51|26798 SNORD52|26797 SNORD53|26796 SNORD54|26795 SNORD55|26811
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD56B|319139 SNORD56|26793 SNORD57|26792 SNORD58A|26791
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD58C|100124516 SNORD59A|26789 SNORD59B|692090 SNORD5|692072
## V2 0 0 0 0
## V3 0 0 0 0
## SNORD60|26788 SNORD61|26787 SNORD62A|26786 SNORD63|26785 SNORD65|692106
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD66|692107 SNORD67|692108 SNORD68|606500 SNORD69|692109 SNORD6|692075
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD70|692110 SNORD71|692111 SNORD72|619564 SNORD73A|8944 SNORD74|619498
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD75|692195 SNORD76|692196 SNORD77|692197 SNORD78|692198 SNORD79|26770
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD7|692076 SNORD80|26774 SNORD81|26769 SNORD82|25826 SNORD84|692199
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD85|692200 SNORD86|692201 SNORD87|641648 SNORD88A|692202 SNORD88B|692203
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD88C|692204 SNORD89|692205 SNORD8|319103 SNORD90|692206 SNORD91A|692207
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD91B|692208 SNORD92|692209 SNORD93|692210 SNORD94|692225 SNORD95|619570
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD96A|619571 SNORD96B|692226 SNORD97|692223 SNORD98|692211 SNORD99|692212
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SNORD9|692053 SNPH|9751 SNRK|54861 SNRNP200|23020 SNRNP25|79622
## V2 0 587.6433 711.0312 5633.793 615.216
## V3 0 31.5389 836.3241 11154.432 1161.501
## SNRNP27|11017 SNRNP35|11066 SNRNP40|9410 SNRNP48|154007 SNRNP70|6625
## V2 275.7271 287.9073 825.1132 277.7950 4683.224
## V3 725.3942 391.3486 412.7243 271.3431 4702.012
## SNRPA1|6627 SNRPA|6626 SNRPB2|6629 SNRPB|6628 SNRPC|6631 SNRPD1|6632
## V2 409.4547 1189.073 1145.646 3376.967 907.142 737.9145
## V3 556.2806 1750.952 1558.456 7830.886 1486.134 746.6014
## SNRPD2|6633 SNRPD3|6634 SNRPE|6635 SNRPF|6636 SNRPG|6637 SNRPN|6638
## V2 2103.108 1036.306 700.3467 377.7461 456.3283 683.3344
## V3 3674.280 1128.233 673.7357 992.9309 1013.0506 2552.7841
## SNTA1|6640 SNTB1|6641 SNTB2|6645 SNTG1|54212 SNTG2|54221 SNTN|132203
## V2 154.0625 173.3634 865.7830 0.3447 0.6893 0.6893
## V3 576.4002 164.7635 773.2463 0.0000 0.0000 10.3317
## SNUPN|10073 SNURF|8926 SNW1|22938 SNX10|29887 SNX11|29916 SNX12|29934
## V2 718.6136 70.6585 1142.199 1452.7369 507.6824 347.0714
## V3 206.0903 135.0897 1562.806 401.8488 2274.0620 106.0359
## SNX13|23161 SNX14|57231 SNX15|29907 SNX16|64089 SNX17|9784 SNX18|112574
## V2 1032.5978 673.4633 395.6683 164.7469 1613.003 686.2157
## V3 944.5351 1220.7722 663.4040 197.3899 4965.742 613.9206
## SNX19|399979 SNX1|6642 SNX20|124460 SNX21|90203 SNX22|79856 SNX24|28966
## V2 2244.0736 4800.408 16.8779 590.0180 257.6290 227.8195
## V3 864.0566 2272.974 96.2480 363.7357 233.2626 95.1604
## SNX25|83891 SNX27|81609 SNX29|92017 SNX2|6643 SNX30|401548 SNX31|169166
## V2 336.7317 1245.600 602.1190 1328.3151 790.3027 0.0000
## V3 523.6542 1873.893 671.5606 928.2219 535.6172 2.7189
## SNX32|254122 SNX33|257364 SNX3|8724 SNX4|8723 SNX5|27131 SNX6|58533
## V2 0.6893 915.7585 785.4775 970.5592 1970.415 898.1809
## V3 1.6313 374.1164 1781.9467 989.1245 2005.982 1090.2664
## SNX7|51375 SNX8|29886 SNX9|51429 SOAT1|6646 SOAT2|8435 SOBP|55084 SOCS1|8651
## V2 72.0337 380.8480 896.1129 130.6257 0.3447 14.4757 11.0291
## V3 357.2594 738.9886 1523.1104 863.5128 2.7189 32.6264 131.5933
## SOCS2|8835 SOCS3|9021 SOCS4|122809 SOCS5|9655 SOCS6|9306 SOCS7|30837
## V2 35.4999 248.8437 573.8569 467.0127 1494.4407 177.4993
## V3 46.2208 1681.3486 554.6493 501.3594 288.7439 176.1827
## SOD1|6647 SOD2|6648 SOD3|6649 SOHLH1|402381 SOHLH2|54937 SOLH|6650 SON|6651
## V2 5659.987 807.5356 68.5871 2.4126 3.7912 1269.3784 9903.427
## V3 5340.402 2500.8157 134.3121 114.7363 1.6313 971.7238 3694.399
## SORBS1|10580 SORBS2|8470 SORBS3|10174 SORCS1|114815 SORCS2|57537
## V2 619.0072 881.9819 3259.094 245.3971 67.5531
## V3 313.2137 922.2403 3718.325 1.0875 128.3306
## SORCS3|22986 SORD|6652 SORL1|6653 SORT1|6272 SOS1|6654 SOS2|6655
## V2 0.3447 2495.3299 4625.321 4619.462 702.070 1068.098
## V3 0.0000 356.7156 1491.572 1573.681 1041.871 1402.393
## SOSTDC1|25928 SOST|50964 SOX10|6663 SOX11|6664 SOX12|6666 SOX13|9580
## V2 1.3786 0 0.6893 5.5145 1931.468 903.6954
## V3 0.5438 0 4.3502 798.8037 2176.727 1098.4231
## SOX14|8403 SOX15|6665 SOX17|64321 SOX18|54345 SOX1|6656 SOX21|11166
## V2 0 9.3058 49.6309 276.7610 0 1.0340
## V3 0 10.3317 43.5019 172.9201 0 0.5438
## SOX2OT|347689 SOX2|6657 SOX30|11063 SOX3|6658 SOX4|6659 SOX5|6660 SOX6|55553
## V2 3.4466 2.068 1.0340 0.3447 2457.762 2.4126 7.5825
## V3 2.1751 4.894 169.1136 0.5438 1036.977 5.9815 10.8755
## SOX7|83595 SOX8|30812 SOX9|6662 SP100|6672 SP110|3431 SP140L|93349
## V2 36.1892 15.1650 174.7420 903.0061 371.1976 90.3006
## V3 92.4415 8.7004 356.7156 1752.5829 805.8728 792.2784
## SP140|11262 SP1|6667 SP2|6668 SP3|6670 SP4|6671 SP5|389058 SP6|80320
## V2 29.6407 2762.096 936.7827 1663.668 271.9358 0.3447 159.5770
## V3 133.2246 2346.384 2522.0228 1614.464 137.0310 34.2577 332.7896
## SP7|121340 SP8|221833 SP9|100131390 SPA17|53340 SPACA1|81833 SPACA3|124912
## V2 8.2718 0.6893 0.0000 108.5675 0.0000 0
## V3 1.0875 0.0000 14.6819 33.1702 1.0875 0
## SPACA4|171169 SPACA5|389852 SPAG11A|653423 SPAG11B|10407 SPAG16|79582
## V2 2.7573 1.0340 0 0 320.8774
## V3 11.4192 0.5438 0 0 149.5378
## SPAG17|200162 SPAG1|6674 SPAG4|6676 SPAG5|10615 SPAG6|9576 SPAG7|9552
## V2 134.4169 483.2117 35.4999 1525.457 0.0000 780.9969
## V3 4.3502 422.5122 243.0669 4133.420 0.5438 953.2355
## SPAG8|26206 SPAG9|9043 SPAM1|6677 SPANXA2|728712 SPANXB2|100133171
## V2 26.8834 1243.184 0.0000 0 0
## V3 21.7510 6799.891 0.5438 0 0
## SPANXC|64663 SPANXE|171489 SPANXN1|494118 SPANXN2|494119 SPANXN3|139067
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## SPANXN4|441525 SPANXN5|494197 SPARCL1|8404 SPARC|6678 SPAST|6683
## V2 0 0 2320.588 21273.03 478.3864
## V3 0 0 2512.779 41839.59 507.3409
## SPATA12|353324 SPATA13|221178 SPATA16|83893 SPATA17|128153 SPATA18|132671
## V2 2.7573 874.5511 0 55.1454 706.5506
## V3 4.8940 592.7732 0 58.7276 31.5389
## SPATA19|219938 SPATA1|64173 SPATA20|64847 SPATA21|374955 SPATA22|84690
## V2 0 2.8193 2753.824 0.0000 0.3447
## V3 0 3.3551 13619.065 0.5438 0.0000
## SPATA24|202051 SPATA2L|124044 SPATA2|9825 SPATA3|130560 SPATA4|132851
## V2 28.262 488.0369 783.7542 0 1.3786
## V3 16.857 644.9157 899.9456 0 0.5438
## SPATA5L1|79029 SPATA5|166378 SPATA6|54558 SPATA7|55812 SPATA8|145946
## V2 277.4504 95.1258 230.5768 122.3539 0
## V3 178.3578 135.9434 56.0087 104.4046 0
## SPATA9|83890 SPATC1|375686 SPATS1|221409 SPATS2L|26010 SPATS2|65244
## V2 14.5791 17.2329 0 739.6378 540.4250
## V3 2.7189 3.8064 0 1186.5144 911.3649
## SPC24|147841 SPC25|57405 SPCS1|28972 SPCS2|9789 SPCS3|60559 SPDEF|25803
## V2 57.9027 121.6646 1769.975 560.4152 2119.996 5053.043
## V3 110.9299 168.5699 1315.807 530.1794 1440.457 10582.925
## SPDYA|245711 SPDYC|387778 SPDYE1|285955 SPDYE2|441273 SPDYE3|441272
## V2 7.3068 0.000 14.0586 1.7233 125.9280
## V3 28.0479 11.963 18.1349 3.2626 73.5291
## SPDYE4|388333 SPDYE5|442590 SPDYE6|729597 SPDYE7P|441251 SPDYE8P|389517
## V2 0 9.6504 18.9562 6.5485 44.1163
## V3 0 14.1381 65.2529 17.9445 33.1702
## SPEF1|25876 SPEF2|79925 SPEG|10290 SPEM1|374768 SPEN|23013 SPERT|220082
## V2 105.8103 538.7017 87.1987 0.0000 3909.465 0.0000
## V3 76.6721 112.5612 190.8646 0.5438 1648.178 41.3268
## SPESP1|246777 SPG11|80208 SPG20|23111 SPG21|51324 SPG7|6687 SPHAR|10638
## V2 4.1359 2448.801 1123.9324 1950.424 2355.398 70.9308
## V3 2.1751 1734.638 357.2594 1729.744 2239.260 64.7526
## SPHK1|8877 SPHK2|56848 SPHKAP|80309 SPI1|6688 SPIB|6689 SPIC|121599
## V2 223.4768 461.5705 0 208.8632 8.9611 0.3447
## V3 625.0408 705.7586 0 646.5470 29.3638 0.5438
## SPIN1|10927 SPIN2A|54466 SPIN2B|474343 SPIN3|169981 SPIN4|139886
## V2 1562.683 1.3786 196.1109 665.8808 309.8483
## V3 1636.215 2.1751 53.3116 301.2507 97.3355
## SPINK13|153218 SPINK14|408187 SPINK1|6690 SPINK2|6691 SPINK4|27290
## V2 0.3447 0.0000 0.0000 1.0340 0
## V3 0.0000 0.5438 1.0875 0.5438 0
## SPINK5|11005 SPINK6|404203 SPINK7|84651 SPINK8|646424 SPINK9|643394
## V2 0.3447 0 0.0000 0.3447 0
## V3 88.0914 0 0.5438 91.3540 0
## SPINLW1|57119 SPINT1|6692 SPINT2|10653 SPINT3|10816 SPINT4|391253
## V2 0.0000 5217.445 11304.12 0 0
## V3 0.5438 2027.189 11088.09 0 0
## SPIRE1|56907 SPIRE2|84501 SPNS1|83985 SPNS2|124976 SPNS3|201305 SPN|6693
## V2 1459.6301 420.8284 1181.735 161.7760 4.1359 89.956
## V3 820.5546 712.3437 1765.291 422.8004 5.4377 262.099
## SPO11|23626 SPOCD1|90853 SPOCK1|6695 SPOCK2|9806 SPOCK3|50859 SPON1|10418
## V2 0 47.5629 442.1973 156.8198 1.034 211.6205
## V3 0 129.9619 613.9206 964.1109 0.000 701.4682
## SPON2|10417 SPOPL|339745 SPOP|8405 SPP1|6696 SPP2|6694 SPPL2A|84888
## V2 546.2842 1811.871 1047.763 3214.2882 0 813.3948
## V3 1088.6351 1143.556 3730.832 923.3279 0 1246.3295
## SPPL2B|56928 SPPL3|121665 SPRED1|161742 SPRED2|200734 SPRED3|399473
## V2 1685.037 909.5546 303.2998 1403.106 5.5145
## V3 2046.221 1000.0000 296.3567 2486.677 2.1751
## SPRN|503542 SPRR1A|6698 SPRR1B|6699 SPRR2A|6700 SPRR2B|6701 SPRR2C|6702
## V2 117.5287 26.5387 0.3447 0 0 0
## V3 108.7548 3.2626 0.5438 0 0 0
## SPRR2D|6703 SPRR2E|6704 SPRR2F|6705 SPRR2G|6706 SPRR3|6707 SPRR4|163778
## V2 0.3447 0 0.0000 0 0.0000 0.0000
## V3 0.0000 0 0.5438 0 5.9815 0.5438
## SPRY1|10252 SPRY2|10253 SPRY3|10251 SPRY4|81848 SPRYD3|84926 SPRYD4|283377
## V2 78.2376 64.1065 83.0628 568.3424 1547.518 297.0959
## V3 636.2153 58.1838 23.9260 1020.1196 2002.719 305.0571
## SPRYD5|84767 SPR|6697 SPSB1|80176 SPSB2|84727 SPSB3|90864 SPSB4|92369
## V2 0 1264.553 415.6585 241.6058 1287.645 8.9611
## V3 0 1457.858 447.5258 364.3284 1461.120 14.6819
## SPTA1|6708 SPTAN1|6709 SPTBN1|6711 SPTBN2|6712 SPTBN4|57731 SPTBN5|51332
## V2 0.6893 11074.233 6043.248 3456.239 711.3758 59.6260
## V3 4.3502 6847.743 5104.948 2000.000 119.6302 111.3866
## SPTB|6710 SPTLC1|10558 SPTLC2|9517 SPTLC3|55304 SPTY2D1|144108 SPZ1|84654
## V2 115.4607 1239.393 1482.378 57.2134 1380.7136 0
## V3 95.7042 1293.094 3562.806 14.6819 904.2197 0
## SQLE|6713 SQRDL|58472 SQSTM1|8878 SR140|23350 SRA1|10011 SRBD1|55133
## V2 1532.008 929.2002 9713.968 2916.503 522.1581 328.8045
## V3 2600.326 2014.1381 25956.716 2554.649 631.8651 329.5269
## SRCAP|10847 SRCIN1|80725 SRCRB4D|136853 SRC|6714 SRD5A1|6715 SRD5A2|6716
## V2 5396.323 578.6822 31.4398 2183.0690 299.5085 0.3447
## V3 4953.779 3363.2409 52.8929 832.5177 320.2828 6.5253
## SRD5A3|79644 SREBF1|6720 SREBF2|6721 SRFBP1|153443 SRF|6722 SRGAP1|57522
## V2 616.3086 3030.24 3400.404 268.1446 1164.9468 2941.3184
## V3 1221.0604 9090.81 4395.324 123.9804 875.4758 433.9315
## SRGAP2|23380 SRGAP3|9901 SRGN|5552 SRI|6717 SRL|6345 SRMS|6725 SRM|6723
## V2 482.8670 139.9315 256.0815 894.7343 15.8543 126.4898 1428.611
## V3 920.0653 651.4410 943.4475 1179.9891 7.0691 131.5933 1260.468
## SRP14|6727 SRP19|6728 SRP54|6729 SRP68|6730 SRP72|6731 SRP9|6726 SRPK1|6732
## V2 3659.243 549.9928 1134.272 1801.532 2005.914 3439.350 1734.668
## V3 1448.613 435.2311 1083.741 2896.139 1474.171 4473.627 1012.507
## SRPK2|6733 SRPK3|26576 SRPRB|58477 SRPR|6734 SRPX2|27286 SRPX|8406
## V2 2213.744 444.4548 1232.845 3160.521 315.7075 73.7570
## V3 1698.749 525.6933 1439.369 2065.253 264.2741 177.2703
## SRRD|402055 SRRM1|10250 SRRM2|23524 SRRM3|222183 SRRM4|84530 SRRM5|100170229
## V2 191.6303 1762.585 19265.74 398.7703 2.7573 62.4453
## V3 244.1544 1353.997 13681.34 145.1876 3.8064 136.1610
## SRRT|51593 SRR|63826 SRXN1|140809 SRY|6736 SS18L1|26039 SS18L2|51188
## V2 2097.594 227.6540 2232.010 0 1823.2452 206.4506
## V3 2389.886 464.6166 2008.157 0 960.8483 191.9521
## SS18|6760 SSBP1|6742 SSBP2|23635 SSBP3|23648 SSBP4|170463 SSB|6741
## V2 2119.307 677.5992 516.9882 904.0401 1006.4038 1391.949
## V3 1034.802 1288.7439 377.9228 668.8418 825.9924 1273.480
## SSC5D|284297 SSFA2|6744 SSH1|54434 SSH2|85464 SSH3|54961 SSNA1|8636
## V2 486.6583 4360.623 932.6468 872.6761 4321.332 668.2935
## V3 672.6482 16757.477 830.8864 1033.7140 2108.211 2186.5144
## SSPN|8082 SSPO|23145 SSR1|6745 SSR2|6746 SSR3|6747 SSR4|6748 SSRP1|6749
## V2 267.4552 414.9692 3213.943 6549.896 2815.173 4818.675 5649.647
## V3 385.5356 576.4002 2203.371 3704.187 2302.882 2547.036 3649.810
## SSSCA1|10534 SSTR1|6751 SSTR2|6752 SSTR3|6753 SSTR4|6754 SSTR5|6755 SST|6750
## V2 227.1302 2.4126 262.6300 0.6893 0 0.3447 0
## V3 543.7738 3.8064 31.5389 1.0875 0 0.5438 0
## SSU72|29101 SSX1|6756 SSX2IP|117178 SSX2|6757 SSX3|10214 SSX4|6759 SSX5|6758
## V2 2350.229 0.0000 1184.248 0.0000 0.0000 0.0000 0.000
## V3 1301.251 1.0875 370.310 401.8488 6.5253 255.5737 4.894
## SSX6|280657 SSX7|280658 SSX8|280659 ST13|6767 ST14|6768 ST18|9705
## V2 0.0000 0.0000 0.000 3698.189 2889.964 1.7233
## V3 41.8706 4.3502 16.857 3135.400 2127.787 0.5438
## ST20|400410 ST3GAL1|6482 ST3GAL2|6483 ST3GAL3|6487 ST3GAL4|6484 ST3GAL5|8869
## V2 150.7607 315.0182 785.8221 272.9698 408.0760 799.9531
## V3 156.0957 1657.9663 395.3235 126.6993 443.1756 208.2654
## ST3GAL6|10402 ST5|6764 ST6GAL1|6480 ST6GAL2|84620 ST6GALNAC1|55808
## V2 39.6358 1420.6837 300.5425 165.0916 3.4466
## V3 36.4328 637.8467 2090.8102 129.4182 36.9766
## ST6GALNAC2|10610 ST6GALNAC3|256435 ST6GALNAC4|27090 ST6GALNAC5|81849
## V2 430.4789 20.6795 300.5425 92.7132
## V3 2997.8249 15.2257 153.3442 497.5530
## ST6GALNAC6|30815 ST7L|54879 ST7OT1|93653 ST7OT2|93654 ST7OT3|93655
## V2 682.7691 255.3922 27.8519 0 3.8912
## V3 829.2550 197.9337 45.9543 0 0.5601
## ST7OT4|338069 ST7|7982 ST8SIA1|6489 ST8SIA2|8128 ST8SIA3|51046 ST8SIA4|7903
## V2 3.8292 590.3247 4.1359 1.0340 0 165.0916
## V3 1.6857 622.8167 44.5895 13.0506 0 200.1088
## ST8SIA5|29906 ST8SIA6|338596 STAB1|23166 STAB2|55576 STAC2|342667
## V2 0.3447 35.4999 692.4885 35.1552 1.3786
## V3 2.1751 0.0000 1079.8260 1.6313 9.7879
## STAC3|246329 STAC|6769 STAG1|10274 STAG2|10735 STAG3L1|54441 STAG3L2|442582
## V2 42.6033 1.7233 840.3782 3683.713 96.9801 61.0046
## V3 94.6166 9.2442 710.0272 1128.331 102.7732 50.0272
## STAG3L3|442578 STAG3L4|64940 STAG3|10734 STAM2|10254 STAMBPL1|57559
## V2 489.6809 125.1112 18.1015 706.8952 115.1160
## V3 314.6601 88.0914 3304.5895 615.0082 90.8102
## STAMBP|10617 STAM|8027 STAP1|26228 STAP2|55620 STARD10|10809 STARD13|90627
## V2 511.4737 361.2024 1.7233 871.9868 7578.703 426.6876
## V3 1052.7461 289.2877 7.6128 686.2425 5911.909 227.8412
## STARD3NL|83930 STARD3|10948 STARD4|134429 STARD5|80765 STARD6|147323
## V2 531.8086 996.7533 21.7135 73.0677 0.6893
## V3 459.4889 8735.7259 109.8423 77.2159 0.5438
## STARD7|56910 STARD8|9754 STAR|6770 STAT1|6772 STAT2|6773 STAT3|6774
## V2 2404.667 135.7956 2.7573 1990.405 1687.794 7862.357
## V3 3412.458 150.6253 7.0691 6787.384 2544.318 4294.182
## STAT4|6775 STAT5A|6776 STAT5B|6777 STAT6|6778 STATH|6779 STAU1|6780
## V2 8.9611 1953.8709 2592.868 2741.416 0 2766.921
## V3 102.7732 459.4889 1098.423 2867.863 0 4605.220
## STAU2|27067 STBD1|8987 STC1|6781 STC2|8614 STEAP1|26872 STEAP2|261729
## V2 697.9341 1241.8643 635.8955 712.7544 164.7469 503.2019
## V3 1218.0533 286.7482 450.7885 361.6096 51.6585 170.7450
## STEAP3|55240 STEAP4|79689 STH|246744 STIL|6491 STIM1|6786 STIM2|57620
## V2 993.996 863.3703 0.6893 448.4011 3797.451 335.0084
## V3 1283.850 56.0087 0.0000 301.7945 1587.820 328.9831
## STIP1|10963 STK10|6793 STK11IP|114790 STK11|6794 STK16|8576 STK17A|9263
## V2 3140.876 702.7593 612.8034 1589.566 755.8368 322.6007
## V3 5438.825 849.9184 742.2512 1382.817 579.1191 511.6911
## STK17B|9262 STK19|8859 STK24|8428 STK25|10494 STK31|56164 STK32A|202374
## V2 477.0078 609.5291 2019.356 1271.791 0.3447 11.0291
## V3 1492.1153 488.2708 2090.810 2687.874 14.6819 0.5438
## STK32B|55351 STK32C|282974 STK33|65975 STK35|140901 STK36|27148 STK38L|23012
## V2 15.1650 158.8877 1.3786 2599.072 852.3413 968.1466
## V3 315.9326 264.2741 2.7189 2216.966 573.6813 1031.5389
## STK38|11329 STK39|27347 STK3|6788 STK40|83931 STK4|6789 STL|7955 STMN1|3925
## V2 855.4432 645.8906 502.8572 1698.4787 1063.962 0.3516 3327.681
## V3 1042.9581 508.4285 425.7749 866.7754 1144.644 1.6313 3862.425
## STMN2|11075 STMN3|50861 STMN4|81551 STOML1|9399 STOML2|30968 STOML3|161003
## V2 20.3349 8748.819 18.2669 303.2998 1255.5921 0
## V3 2.7189 3069.059 3.2626 440.4568 923.3279 0
## STOM|2040 STON1-GTF2A1L|286749 STON1|11037 STON2|85439 STOX1|219736
## V2 5693.419 4.2221 66.0504 207.1400 118.9073
## V3 7011.963 0.0000 218.0533 106.0359 23.9260
## STOX2|56977 STRA13|201254 STRA6|64220 STRA8|346673 STRADA|92335 STRADB|55437
## V2 42.3930 699.3128 231.2661 0.0000 639.3421 271.9358
## V3 1.6313 1969.5487 95.1604 10.8755 2133.7684 158.7819
## STRAP|11171 STRBP|55342 STRC|161497 STRN3|29966 STRN4|29888 STRN|6801
## V2 2326.447 1129.792 238.0800 535.9445 2104.142 300.8872
## V3 1734.095 1215.878 287.8684 759.1082 4197.934 439.3692
## STS|412 STT3A|3703 STT3B|201595 STUB1|10273 STX10|8677 STX11|8676
## V2 411.8673 3451.758 1794.639 2081.660 463.5661 31.0193
## V3 3523.1104 1655.791 1728.113 2597.705 350.7341 105.4921
## STX12|23673 STX16|8675 STX17|55014 STX18|53407 STX19|415117 STX1A|6804
## V2 1272.4804 4506.414 794.0939 394.2897 0.3447 688.2595
## V3 830.8864 2681.349 1009.2442 399.6737 15.2257 329.4834
## STX1B|112755 STX2|2054 STX3|6809 STX4|6810 STX5|6811 STX6|10228 STX7|8417
## V2 22.7475 262.6300 938.506 605.2209 1492.028 949.4213 495.9640
## V3 46.7645 153.3442 1702.556 1175.0952 1805.329 1090.8428 724.8505
## STX8|9482 STXBP1|6812 STXBP2|6813 STXBP3|6814 STXBP4|252983 STXBP5L|9515
## V2 164.7469 861.6471 3003.357 1222.5048 154.7518 1.034
## V3 200.6525 544.3176 2128.331 640.5655 205.0027 0.000
## STXBP5|134957 STXBP6|29091 STYK1|55359 STYXL1|51657 STYX|6815 SUB1|10923
## V2 216.7284 0.3447 135.4509 506.9931 347.0714 6035.321
## V3 213.0125 3.2626 72.8657 930.9407 669.9293 2204.459
## SUCLA2|8803 SUCLG1|8802 SUCLG2|8801 SUCNR1|56670 SUDS3|64426 SUFU|51684
## V2 322.6351 717.9243 817.1861 4.8252 1292.4706 597.2937
## V3 682.2838 2352.3654 510.6036 5.9815 822.7297 492.1153
## SUGT1L1|283507 SUGT1P1|441394 SUGT1|10910 SULF1|23213 SULF2|55959
## V2 40.8007 3.1019 144.0674 3268.055 6326.213
## V3 48.1294 1.6313 432.8439 4354.541 5183.252
## SULT1A1|6817 SULT1A2|6799 SULT1A3|6818 SULT1B1|27284 SULT1C2|6819
## V2 1001.2339 19.6456 734.9401 0.3447 0.6893
## V3 264.2741 7.6128 1377.9065 0.5438 237.0854
## SULT1C3|442038 SULT1C4|27233 SULT1E1|6783 SULT2A1|6822 SULT2B1|6820
## V2 0 7.2378 0 0 211.2759
## V3 0 192.4959 0 0 77.7597
## SULT4A1|25830 SULT6B1|391365 SUMF1|285362 SUMF2|25870 SUMO1P1|391257
## V2 135.1063 0 1122.898 3076.425 0.0000
## V3 0.5438 0 1008.700 2076.672 0.5438
## SUMO1P3|474338 SUMO1|7341 SUMO2|6613 SUMO3|6612 SUMO4|387082 SUN1|23353
## V2 114.7714 1273.17 2439.151 2772.780 0.3447 3963.577
## V3 107.1234 1226.21 2792.278 2009.244 1.0875 2616.640
## SUN2|25777 SUN3|256979 SUN5|140732 SUOX|6821 SUPT16H|11198 SUPT3H|8464
## V2 4020.790 0 0 526.2940 3065.740 118.5626
## V3 3134.312 0 0 797.7162 3167.482 51.6585
## SUPT4H1|6827 SUPT5H|6829 SUPT6H|6830 SUPT7L|9913 SUPV3L1|6832 SURF1|6834
## V2 1000.603 3324.234 3267.710 744.4631 412.5566 402.5615
## V3 2139.880 4792.278 6316.476 870.2284 312.1262 1768.3524
## SURF2|6835 SURF4|6836 SURF6|6838 SUSD1|64420 SUSD2|56241 SUSD3|203328
## V2 190.9410 3905.329 680.3565 173.708 999.1659 1255.2474
## V3 797.1724 7718.869 1142.4687 365.416 1036.9766 80.4785
## SUSD4|55061 SUSD5|26032 SUV39H1|6839 SUV39H2|79723 SUV420H1|51111
## V2 917.1371 39.9804 482.1777 120.2859 937.8167
## V3 138.1185 25.0136 710.7123 135.9434 665.5791
## SUV420H2|84787 SUZ12P|440423 SUZ12|23512 SV2A|9900 SV2B|9899 SV2C|22987
## V2 275.0377 209.5526 1378.6353 48.5969 86.5094 0.6893
## V3 926.0468 67.9717 574.2251 32.6264 13.0506 0.0000
## SVEP1|79987 SVIL|6840 SVIP|258010 SVOPL|136306 SVOP|55530 SWAP70|23075
## V2 185.3541 952.0407 602.8083 0.3447 168.1935 1176.665
## V3 297.4986 952.4144 241.4356 70.6906 0.0000 1960.848
## SYAP1|94056 SYBU|55638 SYCE1L|100130958 SYCE1|93426 SYCE2|256126 SYCN|342898
## V2 2050.720 1722.805 1.3786 0.0483 19.3009 0
## V3 1524.198 383.801 28.2762 587.2159 199.5650 0
## SYCP1|6847 SYCP2L|221711 SYCP2|10388 SYCP3|50511 SYDE1|85360 SYDE2|84144
## V2 0.0000 0.3447 1433.091 0.4549 147.8586 652.0945
## V3 0.5438 1.0875 1763.458 0.0000 747.6890 85.9163
## SYF2|25949 SYK|6850 SYMPK|8189 SYN1|6853 SYN2|6854 SYN3|8224 SYNCRIP|10492
## V2 1090.5005 803.0551 2148.258 310.8823 3.1019 8.9611 1765.687
## V3 493.7466 809.6792 3965.742 23.3823 7.0691 5.9815 2489.396
## SYNC|81493 SYNE1|23345 SYNE2|23224 SYNGAP1|8831 SYNGR1|9145 SYNGR2|9144
## V2 122.2195 695.8662 4522.268 1473.4165 1406.325 4354.764
## V3 245.6281 517.1289 3274.606 497.0092 753.230 6653.072
## SYNGR3|9143 SYNGR4|23546 SYNJ1|8867 SYNJ2BP|55333 SYNJ2|8871 SYNM|23336
## V2 4.4806 1.3786 737.2252 1081.539 688.9730 1368.2955
## V3 589.4508 50.5710 324.6330 1356.172 550.8428 840.1305
## SYNPO2L|79933 SYNPO2|171024 SYNPO|11346 SYNPR|132204 SYNRG|11276 SYPL1|6856
## V2 2.4126 1281.441 1052.2434 0 1303.844 2030.385
## V3 1.0875 627.515 957.0419 0 4244.698 2597.607
## SYPL2|284612 SYP|6855 SYS1-DBNDD2|767557 SYS1|90196 SYT10|341359 SYT11|23208
## V2 15.1650 2067.953 13.6037 832.420 0 153.0285
## V3 13.0506 278.956 37.9989 1090.158 0 211.5280
## SYT12|91683 SYT13|57586 SYT14L|401135 SYT14|255928 SYT15|83849 SYT16|83851
## V2 3028.172 6934.1908 0.0000 7.5825 46.1843 0.0000
## V3 21.751 160.4133 0.5438 0.0000 29.3638 5.4377
## SYT17|51760 SYT1|6857 SYT2|127833 SYT3|84258 SYT4|6860 SYT5|6861 SYT6|148281
## V2 18.6116 0.6893 4.8252 20.3349 2.068 126.1451 9.9951
## V3 531.2670 318.1077 15.7694 102.7732 0.000 35.8891 6.5253
## SYT7|9066 SYT8|90019 SYT9|143425 SYTL1|84958 SYTL2|54843 SYTL3|94120
## V2 19415.321 0.0000 109.9462 1567.1637 5905.040 22.7475
## V3 1568.244 16.3132 2.1751 690.5927 1043.502 467.6455
## SYTL4|94121 SYTL5|94122 SYVN1|84447 TAAR1|134864 TAAR2|9287 TAAR5|9038
## V2 329.1492 3241.1716 1925.609 0 0 0
## V3 198.4774 141.3812 2793.366 0 0 0
## TAAR6|319100 TAAR8|83551 TAAR9|134860 TAB1|10454 TAB2|23118 TAB3|257397
## V2 0 0 0 809.1417 773.7591 960.2195
## V3 0 0 0 769.3366 1226.2099 1392.0609
## TAC1|6863 TAC3|6866 TAC4|255061 TACC1|6867 TACC2|10579 TACC3|10460
## V2 0 0.0000 1.034 437.372 1338.9995 814.0841
## V3 0 10.3317 0.000 2113.105 631.3214 1596.5198
## TACO1|51204 TACR1|6869 TACR2|6865 TACR3|6870 TACSTD2|4070 TADA1|117143
## V2 392.2217 5.5145 28.9513 0.0000 4833.151 413.9352
## V3 1983.1430 15.2257 27.1887 1.0875 3310.495 305.0571
## TADA2A|6871 TADA2B|93624 TADA3|10474 TAF10|6881 TAF11|6882 TAF12|6883
## V2 225.0622 1363.1256 1466.255 732.7447 767.8999 583.8520
## V3 1292.0065 700.9244 3093.747 1350.1903 748.7765 432.3002
## TAF13|6884 TAF15|8148 TAF1A|9015 TAF1B|9014 TAF1C|9013 TAF1D|79101
## V2 171.2954 3696.811 68.5871 126.1451 1162.879 382.8505
## V3 97.3355 6731.919 64.1653 231.1039 1258.293 465.5030
## TAF1L|138474 TAF1|6872 TAF2|6873 TAF3|83860 TAF4B|6875 TAF4|6874 TAF5L|27097
## V2 74.1016 2520.8346 843.3801 163.3683 170.6061 2632.849 763.4193
## V3 14.1381 688.9614 626.9712 153.8880 41.8706 1386.079 612.2893
## TAF5|6877 TAF6L|10629 TAF6|6878 TAF7L|54457 TAF7|6879 TAF8|129685
## V2 88.2327 574.2016 1262.485 0.0000 1749.143 561.1046
## V3 80.4785 452.4198 2600.022 1.6313 1759.652 395.3235
## TAF9B|51616 TAF9|6880 TAGAP|117289 TAGLN2|8407 TAGLN3|29114 TAGLN|6876
## V2 1752.2455 1104.849 72.7230 10375.26 8.9611 4290.030
## V3 482.3274 1569.353 122.3491 19079.39 0.0000 7947.346
## TAL1|6886 TAL2|6887 TALDO1|6888 TANC1|85461 TANC2|26115 TANK|10010
## V2 42.3930 0.6893 2950.624 626.9344 2040.380 321.5667
## V3 29.3638 0.0000 4264.818 1005.9815 9421.969 743.3388
## TAOK1|57551 TAOK2|9344 TAOK3|51347 TAP1|6890 TAP2|6891 TAPBPL|55080
## V2 594.1918 2151.705 398.0809 1730.187 841.9981 345.1103
## V3 514.9538 3386.623 518.7602 3953.779 1548.9396 667.0473
## TAPBP|6892 TAPT1|202018 TARBP1|6894 TARBP2|6895 TARDBP|23435 TARM1|441864
## V2 7214.399 553.1774 1219.0583 308.1250 3422.462 0
## V3 6927.678 393.6922 618.2708 642.7406 3458.401 0
## TARP|445347 TARS2|80222 TARSL2|123283 TARS|6897 TAS1R1|80835 TAS1R2|80834
## V2 1.0340 3644.078 357.7559 1970.759 1.7233 0.0000
## V3 13.5943 1033.714 188.6895 1035.889 3.8064 0.5438
## TAS1R3|83756 TAS2R10|50839 TAS2R13|50838 TAS2R14|50840 TAS2R16|50833
## V2 41.3591 1.3786 0.3447 25.5461 0
## V3 185.9706 1.0875 0.0000 12.0718 0
## TAS2R19|259294 TAS2R1|50834 TAS2R20|259295 TAS2R30|259293 TAS2R31|259290
## V2 2.4126 0 17.5776 0.6893 2.0680
## V3 2.1751 0 18.4883 0.5438 1.0875
## TAS2R38|5726 TAS2R39|259285 TAS2R3|50831 TAS2R40|259286 TAS2R41|259287
## V2 0.3447 0.3447 3.4466 0.3447 0
## V3 0.0000 1.0875 0.5438 1.0875 0
## TAS2R42|353164 TAS2R43|259289 TAS2R46|259292 TAS2R4|50832 TAS2R50|259296
## V2 1.3786 0 0.3447 16.1990 1.3786
## V3 0.0000 0 2.1751 10.8755 0.0000
## TAS2R5|54429 TAS2R60|338398 TAS2R7|50837 TAS2R8|50836 TAS2R9|50835
## V2 35.1552 0.0000 0 0.0000 0.0000
## V3 29.3638 0.5438 0 0.5438 0.5438
## TASP1|55617 TATDN1|83940 TATDN2|9797 TATDN3|128387 TAT|6898 TAX1BP1|8887
## V2 334.6637 283.1889 1397.591 306.0570 14.1310 2338.855
## V3 232.7352 276.7809 1903.208 270.2556 274.6058 2765.633
## TAX1BP3|30851 TAZ|6901 TBC1D10A|83874 TBC1D10B|26000 TBC1D10C|374403
## V2 862.5397 516.2989 432.2022 1752.935 95.8152
## V3 1907.4986 334.9647 957.5530 2824.905 251.2235
## TBC1D12|23232 TBC1D13|54662 TBC1D14|57533 TBC1D15|64786 TBC1D16|125058
## V2 463.5661 897.1469 2101.3848 2407.4419 817.8754
## V3 236.5416 991.2996 823.2735 726.4818 170.7450
## TBC1D17|79735 TBC1D19|55296 TBC1D1|23216 TBC1D20|128637 TBC1D21|161514
## V2 984.7282 105.1209 337.0763 1795.672 0
## V3 1779.9402 32.6264 986.9494 1757.477 0
## TBC1D22A|25771 TBC1D22B|55633 TBC1D23|55773 TBC1D24|57465 TBC1D25|4943
## V2 312.6056 413.6871 831.3171 877.5014 464.2554
## V3 458.9451 440.7232 861.8815 363.7847 682.4361
## TBC1D26|353149 TBC1D28|254272 TBC1D29|26083 TBC1D2B|23102 TBC1D2|55357
## V2 0.0000 0 0.0000 1610.591 176.1207
## V3 7.6128 0 0.5438 1231.648 562.2621
## TBC1D3B|414059 TBC1D3C|414060 TBC1D3G|654341 TBC1D3H|729877 TBC1D3P2|440452
## V2 154.0625 13.8346 4.0877 68.5871 0.6893
## V3 1477.4334 86.4818 495.3562 138.6623 1.0875
## TBC1D3|729873 TBC1D4|9882 TBC1D5|9779 TBC1D7|51256 TBC1D8B|54885
## V2 534.5969 1733.2892 1355.888 256.3607 213.3438
## V3 2202.2186 448.0696 1127.787 534.4426 96.7917
## TBC1D8|11138 TBC1D9B|23061 TBC1D9|23158 TBCA|6902 TBCB|1155 TBCCD1|55171
## V2 685.8711 7402.927 18476.470 1574.401 1654.307 359.4792
## V3 1349.1028 4805.873 2513.866 879.826 1667.896 305.6009
## TBCC|6903 TBCD|6904 TBCEL|219899 TBCE|6905 TBCK|93627 TBK1|29110 TBKBP1|9755
## V2 634.1722 2446.381 410.8333 495.8641 424.4956 3028.1724 219.8923
## V3 566.6123 4079.603 119.6302 582.4687 306.0033 589.9946 220.2284
## TBL1XR1|79718 TBL1X|6907 TBL1Y|90665 TBL2|26608 TBL3|10607 TBPL1|9519
## V2 3393.855 564.8958 0 831.3171 1237.325 85.1307
## V3 2812.942 1634.5840 0 1535.6172 1357.259 132.6808
## TBPL2|387332 TBP|6908 TBR1|10716 TBRG1|84897 TBRG4|9238 TBX10|347853
## V2 0 131.6597 0.0000 501.0167 1317.975 0.6893
## V3 0 258.8363 8.7004 341.4899 1525.829 19.5759
## TBX15|6913 TBX18|9096 TBX19|9095 TBX1|6899 TBX20|57057 TBX21|30009
## V2 36.5338 25.5048 10.3398 412.9013 3.7912 2.4126
## V3 69.0593 49.4834 69.1082 39.6955 0.0000 52.7461
## TBX22|50945 TBX2|6909 TBX3|6926 TBX4|9496 TBX5|6910 TBX6|6911 TBXA2R|6915
## V2 0 128.2131 5021.3344 105.8103 38.2571 66.1745 69.9657
## V3 0 433.3877 505.7096 14.6819 51.1147 201.7401 51.1147
## TBXAS1|6916 TC2N|123036 TCAM1P|146771 TCAP|8557 TCEA1|6917 TCEA2|6919
## V2 104.087 458.0516 0.0000 13.7864 1033.632 1309.704
## V3 1455.682 4240.3480 653.6161 232.1914 1321.370 497.553
## TCEA3|6920 TCEAL1|9338 TCEAL2|140597 TCEAL3|85012 TCEAL4|79921 TCEAL5|340543
## V2 2394.00 1426.5429 4.1359 1838.7548 4424.3853 26.1941
## V3 1365.96 208.8091 3.8064 529.0919 563.8934 9.2442
## TCEAL6|158931 TCEAL7|56849 TCEAL8|90843 TCEANC|170082 TCEB1|6921 TCEB2|6923
## V2 99.2617 11.0291 1027.4279 150.9606 526.9833 2007.293
## V3 32.6264 7.0691 529.6357 82.1098 834.6928 3201.196
## TCEB3B|51224 TCEB3C|162699 TCEB3|6924 TCERG1L|256536 TCERG1|10915 TCF12|6938
## V2 0.3447 0 1878.6456 0.3447 1361.4023 1726.051
## V3 0.0000 0 926.4111 6.5253 782.4905 1643.828
## TCF15|6939 TCF19|6941 TCF20|6942 TCF21|6943 TCF23|150921 TCF25|22980
## V2 5.1699 803.7444 1740.1824 5.1699 0 2568.053
## V3 6.5253 1019.5759 810.7667 1.6313 0 2152.800
## TCF3|6929 TCF4|6925 TCF7L1|83439 TCF7L2|6934 TCF7|6932 TCFL5|10732
## V2 1616.794 650.0265 76.5143 54.1114 295.7173 1231.1213
## V3 2448.613 787.3844 246.8733 292.5503 305.6009 396.4111
## TCHHL1|126637 TCHH|7062 TCHP|84260 TCIRG1|10312 TCL1A|8115 TCL1B|9623
## V2 0.0000 7.5825 415.6585 7742.416 5.1699 0.6893
## V3 0.5438 8.1566 389.3420 1269.168 15.2257 2.7189
## TCL6|27004 TCN1|6947 TCN2|6948 TCOF1|6949 TCP10L2|401285 TCP10L|140290
## V2 0.3447 40.6697 390.8431 1757.4153 0 3.7775
## V3 1.6313 0.5438 342.0337 941.8162 0 83.2626
## TCP10|6953 TCP11L1|55346 TCP11L2|255394 TCP11|6954 TCP1|6950 TCTA|6988
## V2 0 265.1322 134.7616 0.6893 1719.699 2392.277
## V3 0 147.3627 49.4834 0.5438 3027.999 2975.530
## TCTE1|202500 TCTE3|6991 TCTEX1D1|200132 TCTEX1D2|255758 TCTEX1D4|343521
## V2 6.5485 25.8494 2.7573 428.0663 8.9611
## V3 15.7694 59.2713 4.3502 256.6558 13.0506
## TCTN1|79600 TCTN2|79867 TCTN3|26123 TDGF1|6997 TDGF3|6998 TDG|6996
## V2 808.8867 604.5316 931.9575 4.1359 0.0000 331.9064
## V3 901.5280 500.2719 523.1104 0.0000 0.5438 405.6552
## TDH|157739 TDO2|6999 TDP1|55775 TDP2|51567 TDRD10|126668 TDRD12|91646
## V2 2.7573 125.8005 457.0176 806.5016 4.8252 0.3447
## V3 26.1011 85.9163 434.4753 706.9059 5.9815 0.0000
## TDRD1|56165 TDRD3|81550 TDRD5|163589 TDRD6|221400 TDRD7|23424 TDRD9|122402
## V2 0.3447 259.8728 140.2761 3.7912 483.9010 4.1359
## V3 0.5438 210.9842 260.4676 22.8385 568.7874 1348.0152
## TDRG1|732253 TDRKH|11022 TEAD1|7003 TEAD2|8463 TEAD3|7005 TEAD4|7004
## V2 0.3447 369.1296 1013.297 117.1840 486.3136 155.0965
## V3 1.0875 517.1289 800.435 243.0669 1461.6639 322.4579
## TECPR1|25851 TECPR2|9895 TECRL|253017 TECR|9524 TECTA|7007 TECTB|6975
## V2 547.6629 664.8469 0 2164.457 20.6795 0
## V3 576.9440 777.5965 0 1485.046 3.2626 0
## TEC|7006 TEDDM1|127670 TEF|7008 TEKT1|83659 TEKT2|27285 TEKT3|64518
## V2 18.6116 4.4806 496.3087 0 22.4028 15.1650
## V3 39.6955 20.6634 475.8021 0 26.1011 17.4008
## TEKT4|150483 TEKT5|146279 TEK|7010 TELO2|9894 TENC1|23371 TEP1|7011
## V2 7.2378 1.0340 125.8005 1128.068 1286.2254 1097.738
## V3 1.0875 3.2626 128.8744 1066.340 982.0555 1455.682
## TEPP|374739 TERC|7012 TERF1|7013 TERF2IP|54386 TERF2|7014 TERT|7015
## V2 0.0000 0.0000 588.3326 1997.987 790.6473 7.9272
## V3 0.5438 1.6313 500.8157 1907.559 695.4867 21.2072
## TESC|54997 TESK1|7016 TESK2|10420 TES|26136 TET1|80312 TET2|54790
## V2 19.9902 798.5745 225.4069 864.1837 50.3202 921.9623
## V3 47.8521 1195.7586 56.5525 1650.7722 13.5943 556.8244
## TET3|200424 TEX101|83639 TEX10|54881 TEX11|56159 TEX12|56158 TEX13A|56157
## V2 836.8316 0.0000 360.5131 2.4126 0.6893 0
## V3 1135.9434 0.5438 332.7896 2.1751 0.5438 0
## TEX13B|56156 TEX14|56155 TEX15|56154 TEX19|400629 TEX261|113419 TEX264|51368
## V2 0.3447 2.4126 0 5.5145 1818.075 1365.883
## V3 0.0000 24.4698 0 47.8521 3482.327 1336.596
## TEX28|1527 TEX2|55852 TEX9|374618 TFAMP1|260341 TFAM|7019 TFAP2A|7020
## V2 0 1502.713 139.2422 1.3786 449.4351 4358.845
## V3 0 3344.753 68.5155 4.8940 299.0756 3363.540
## TFAP2B|7021 TFAP2C|7022 TFAP2D|83741 TFAP2E|339488 TFAP4|7023 TFB1M|51106
## V2 1016.399 320.8774 0 10.4914 418.7605 64.1065
## V3 4218.597 1075.5846 0 24.4698 250.6797 94.0729
## TFB2M|64216 TFCP2L1|29842 TFCP2|7024 TFDP1|7027 TFDP2|7029 TFDP3|51270
## V2 415.3139 760.6620 571.0997 1650.226 282.9649 22.4028
## V3 338.7711 13.5943 512.2349 1394.780 191.4084 0.0000
## TFE3|7030 TFEB|7942 TFEC|22797 TFF1|7031 TFF2|7032 TFF3|7033 TFG|10342
## V2 1334.519 277.1057 57.9027 79.2715 0.0000 435.3041 1808.770
## V3 2280.587 519.3040 147.3627 185.9706 2.1751 1600.3263 2212.072
## TFIP11|24144 TFPI2|7980 TFPI|7035 TFPT|29844 TFR2|7036 TFRC|7037 TF|7018
## V2 928.0594 3.1019 140.2761 446.4021 268.1446 3393.511 7.2378
## V3 1000.4622 33.1702 154.9755 984.0566 103.3170 3599.782 19.5759
## TGDS|23483 TGFA|7039 TGFB1I1|7041 TGFB1|7040 TGFB2|7042 TGFB3|7043
## V2 139.5868 267.7999 298.4745 667.9488 79.2715 704.4826
## V3 148.4502 188.6895 682.4361 1154.9755 53.8336 2440.4568
## TGFBI|7045 TGFBR1|7046 TGFBR2|7048 TGFBR3|7049 TGFBRAP1|9392 TGIF1|7050
## V2 1649.882 655.8857 678.9779 68.2424 514.5756 1226.985
## V3 3431.756 1356.1718 1240.8918 182.7080 363.2409 1272.974
## TGIF2LX|90316 TGIF2LY|90655 TGIF2|60436 TGM1|7051 TGM2|7052 TGM3|7053
## V2 1.7233 0 214.6328 7.5825 582.4734 115.8054
## V3 0.0000 0 653.9859 9.2442 1589.4508 218.0533
## TGM4|7047 TGM5|9333 TGM6|343641 TGM7|116179 TGOLN2|10618 TGS1|96764 TG|7038
## V2 0.3447 58.2473 0 0 5919.860 610.7354 7.2378
## V3 0.0000 3.2626 0 0 3344.209 469.8206 23.9260
## TH1L|51497 THADA|63892 THAP10|56906 THAP11|57215 THAP1|55145 THAP2|83591
## V2 2853.775 930.2342 119.2520 684.1478 318.4648 172.3294
## V3 2997.825 1064.1653 52.2023 798.2599 169.6574 92.4415
## THAP3|90326 THAP4|51078 THAP5|168451 THAP6|152815 THAP7|80764 THAP8|199745
## V2 401.5620 938.506 732.4000 722.4049 383.7810 225.0622
## V3 198.5699 1689.505 471.9956 247.4171 731.7727 246.3295
## THAP9|79725 THBD|7056 THBS1|7057 THBS2|7058 THBS3|7059 THBS4|7060 THEG|51298
## V2 132.6936 772.7251 6658.464 2407.097 392.4664 256.7708 2.4126
## V3 95.1604 411.6368 5743.339 7109.842 927.3355 57.0962 0.5438
## THEM4|117145 THEM5|284486 THEMIS|387357 THG1L|54974 THNSL1|79896
## V2 491.8281 10.6844 3.4466 248.8437 441.5080
## V3 303.9695 7.0691 38.6079 90.2664 66.3404
## THNSL2|55258 THOC1|9984 THOC2|57187 THOC3|84321 THOC4|10189 THOC5|8563
## V2 884.0499 528.7066 2113.7926 946.4331 545.9396 336.3870
## V3 1471.4519 344.2088 734.6384 1040.7830 1878.7384 431.7564
## THOC6|79228 THOC7|80145 THOP1|7064 THPO|7066 THRAP3|9967 THRA|7067 THRB|7068
## V2 458.348 644.1673 956.0836 73.4123 4767.321 1013.6898 241.2612
## V3 682.224 566.0685 1292.0065 51.6585 2647.635 333.5563 620.9897
## THRSP|7069 THSD1P1|374500 THSD1|55901 THSD4|79875 THSD7A|221981 THSD7B|80731
## V2 277.4504 66.0263 69.6211 10827.1122 13.7864 3.7912
## V3 92.4415 112.0174 146.8189 442.6319 19.5759 2.1751
## THTPA|79178 THUMPD1|55623 THUMPD2|80745 THUMPD3|25917 THY1|7070 THYN1|29087
## V2 455.6390 1546.139 140.6208 883.3606 1941.119 276.7610
## V3 475.2583 1165.307 231.1039 1418.1620 5519.304 182.1642
## TH|7054 TIA1|7072 TIAF1|9220 TIAL1|7073 TIAM1|7074 TIAM2|26230 TICAM1|148022
## V2 49.2862 1418.96 270.4055 1018.122 82.0288 28.4206 853.7199
## V3 30.4513 2044.59 1120.3045 1162.045 220.7722 34.2741 466.5579
## TICAM2|353376 TIE1|7075 TIFAB|497189 TIFA|92610 TIGD1|200765 TIGD2|166815
## V2 252.8141 465.6341 0.0000 300.5425 240.5719 127.1791
## V3 133.7249 575.3127 21.2072 280.0435 135.3997 118.5427
## TIGD3|220359 TIGD4|201798 TIGD5|84948 TIGD6|81789 TIGD7|91151 TIGIT|201633
## V2 26.1941 12.4077 396.0130 217.1351 403.7506 7.9272
## V3 94.0729 14.1381 457.3138 169.1136 188.6406 105.4921
## TIMD4|91937 TIMELESS|8914 TIMM10|26519 TIMM13|26517 TIMM16|51025
## V2 10.6844 863.715 586.9540 1528.872 246.5103
## V3 0.5438 1592.170 712.3437 1094.062 260.7287
## TIMM17A|10440 TIMM17B|10245 TIMM22|29928 TIMM44|10469 TIMM50|92609
## V2 930.2342 1021.913 342.2462 743.7737 692.4196
## V3 1055.4649 2198.477 433.9315 910.2773 1495.3779
## TIMM8A|1678 TIMM8B|26521 TIMM9|26520 TIMP1|7076 TIMP2|7077 TIMP3|7078
## V2 166.1256 319.1541 309.1590 9743.85 3983.222 34271.495
## V3 45.6770 614.4644 392.0609 3638.39 9468.733 7470.364
## TIMP4|7079 TINAGL1|64129 TINAG|27283 TINF2|26277 TIPARP|25976 TIPIN|54962
## V2 12.0631 174.0527 0 992.2727 550.0307 152.3392
## V3 15.7694 243.6107 0 1331.7020 594.7036 205.5465
## TIPRL|261726 TIRAP|114609 TJAP1|93643 TJP1|7082 TJP2|9414 TJP3|27134
## V2 640.0314 378.0907 961.9428 1645.0566 971.2486 807.8803
## V3 1045.1332 83.7412 730.2882 775.4214 2672.6482 1733.0071
## TK1|7083 TK2|7084 TKTL1|8277 TKTL2|84076 TKT|7086 TLCD1|116238 TLE1|7088
## V2 752.0456 2037.2783 0.6893 0.0000 3012.318 103.3976 201.9701
## V3 4105.4921 712.8874 0.5438 1.0875 4731.919 1132.6808 1972.2675
## TLE2|7089 TLE3|7090 TLE4|7091 TLE6|79816 TLK1|9874 TLK2|11011 TLL1|7092
## V2 76.5143 2900.649 172.3294 6.8932 957.1175 740.3272 12.7524
## V3 1155.5193 1486.134 137.5748 64.1653 961.3921 1926.0468 38.6079
## TLL2|7093 TLN1|7094 TLN2|83660 TLR10|81793 TLR1|7096 TLR2|7097 TLR3|7098
## V2 5.8592 5948.467 390.1503 15.5096 46.5289 147.8586 32.0533
## V3 21.7510 5989.124 433.3768 31.5389 83.1974 197.9337 49.4834
## TLR4|7099 TLR5|7100 TLR6|10333 TLR7|51284 TLR8|51311 TLR9|54106
## V2 121.6646 272.2805 11.0291 95.8152 6.5485 10.2777
## V3 221.8597 162.0446 19.5759 110.3861 85.3725 49.7336
## TLX1NB|100038246 TLX1|3195 TLX2|3196 TLX3|30012 TM2D1|83941 TM2D2|83877
## V2 0.6893 26.5387 0.6893 0.0000 381.1927 667.6041
## V3 1.6313 0.0000 2.7189 8.1566 206.6340 922.2403
## TM2D3|80213 TM4SF18|116441 TM4SF19|116211 TM4SF1|4071 TM4SF20|79853
## V2 878.1907 259.5281 2.5539 20221.478 0.6893
## V3 611.7455 59.8151 10.1251 2498.641 0.5438
## TM4SF4|7104 TM4SF5|9032 TM6SF1|53346 TM6SF2|53345 TM7SF2|7108 TM7SF3|51768
## V2 0.6893 0.0000 144.4120 3.7912 647.6139 1038.457
## V3 0.5438 8.1566 84.8287 15.7694 3329.5269 1486.678
## TM7SF4|81501 TM9SF1|10548 TM9SF2|9375 TM9SF3|56889 TM9SF4|9777 TMBIM1|64114
## V2 7.2378 2108.461 3739.893 4605.331 3553.777 1194.243
## V3 2.7189 2325.498 2639.478 3682.980 2879.282 1510.060
## TMBIM4|51643 TMBIM6|7009 TMC1|117531 TMC2|117532 TMC3|342125 TMC4|147798
## V2 4466.4337 18811.13 0.3447 8.9611 1.3786 2329.8936
## V3 887.9989 12394.78 0.0000 22.8385 1.0875 330.6145
## TMC5|79838 TMC6|11322 TMC7|79905 TMC8|147138 TMCC1|23023 TMCC2|9911
## V2 105.4656 1402.417 105.1209 140.6208 787.2007 48.2522
## V3 2519.8477 1647.091 67.4279 494.2904 958.1294 47.8521
## TMCC3|57458 TMCO1|54499 TMCO2|127391 TMCO3|55002 TMCO4|255104 TMCO5A|145942
## V2 57.2134 1311.082 0 1958.351 508.7164 0
## V3 404.5677 2198.477 0 2726.482 1087.5476 0
## TMCO6|55374 TMCO7|79613 TMED10P1|286102 TMED10|10972 TMED1|11018 TMED2|10959
## V2 309.8483 454.6050 58.9367 6232.121 585.8304 5782.341
## V3 217.5095 241.4356 24.4698 4966.830 639.3366 4980.968
## TMED3|23423 TMED4|222068 TMED5|50999 TMED6|146456 TMED7-TICAM2|100302736
## V2 3012.318 1797.396 1465.7857 4.1359 58.1371
## V3 3388.255 1205.003 664.4589 4.8940 41.3757
## TMED7|51014 TMED8|283578 TMED9|54732 TMEFF1|8577 TMEFF2|23671 TMEM100|55273
## V2 3018.794 604.8762 4430.244 33.0080 0 11.7184
## V3 1018.483 272.9744 3767.265 71.3214 0 3.2626
## TMEM101|84336 TMEM102|284114 TMEM104|54868 TMEM105|284186 TMEM106A|113277
## V2 2027.628 262.2854 606.2549 0.6893 84.0968
## V3 473.627 349.6465 1003.2626 26.6449 75.0408
## TMEM106B|54664 TMEM106C|79022 TMEM107|84314 TMEM108|66000 TMEM109|79073
## V2 2030.3851 720.6816 247.4650 8.2718 5418.381
## V3 753.6705 1285.4812 122.8929 10.3317 5419.793
## TMEM110|375346 TMEM111|55831 TMEM114|283953 TMEM115|11070 TMEM116|89894
## V2 190.2758 687.2497 0 1135.995 263.3193
## V3 114.1925 1549.2115 0 1111.474 430.1251
## TMEM117|84216 TMEM119|338773 TMEM11|8834 TMEM120A|83862 TMEM120B|144404
## V2 113.7374 311.2269 310.1929 586.6093 715.9046
## V3 50.0272 696.0305 595.9761 575.8564 352.6699
## TMEM121|80757 TMEM123|114908 TMEM125|128218 TMEM126A|84233 TMEM126B|55863
## V2 308.1250 1820.143 492.8621 133.3830 300.8872
## V3 237.0854 4398.586 522.0228 288.7439 658.5101
## TMEM127|55654 TMEM128|85013 TMEM129|92305 TMEM130|222865 TMEM131|23505
## V2 2098.628 337.0763 999.1659 6.5485 1248.010
## V3 3412.724 321.9141 857.5313 95.1604 2901.577
## TMEM132A|54972 TMEM132B|114795 TMEM132C|92293 TMEM132D|121256
## V2 5165.746 2.7573 12.7524 0
## V3 15200.653 5.9815 9.2442 0
## TMEM132E|124842 TMEM133|83935 TMEM134|80194 TMEM135|65084 TMEM136|219902
## V2 24.4708 19.6456 2367.4614 179.2226 286.0668
## V3 5.9815 30.4513 837.9554 568.7874 84.2849
## TMEM138|51524 TMEM139|135932 TMEM140|55281 TMEM141|85014 TMEM143|55260
## V2 769.9678 607.6335 538.9740 511.129 153.3732
## V3 730.2882 49.4834 499.0756 2401.305 367.5911
## TMEM144|55314 TMEM145|284339 TMEM146|257062 TMEM147|10430 TMEM149|79713
## V2 427.7216 1076.7142 0.0000 1651.605 116.9875
## V3 492.6591 139.7499 0.5438 1186.514 288.9723
## TMEM14A|28978 TMEM14B|81853 TMEM14C|51522 TMEM14E|645843 TMEM150A|129303
## V2 718.2690 864.7490 1577.848 0.3447 394.2897
## V3 840.1305 458.9451 1461.664 1.0875 973.8989
## TMEM150B|284417 TMEM150C|441027 TMEM151A|256472 TMEM151B|441151
## V2 1.3786 32.7426 117.5287 14.2413
## V3 23.3823 26.1011 7.0691 22.8766
## TMEM154|201799 TMEM155|132332 TMEM156|80008 TMEM158|25907 TMEM159|57146
## V2 119.2520 2.4126 251.6009 25.5048 677.5992
## V3 101.6857 3.8064 23.3823 207.7216 1120.7178
## TMEM160|54958 TMEM161A|54929 TMEM161B|153396 TMEM163|81615 TMEM164|84187
## V2 75.1356 628.3130 305.0231 91.6792 2591.4897
## V3 239.8042 596.5198 153.3442 38.6079 376.8352
## TMEM165|55858 TMEM167A|153339 TMEM167B|56900 TMEM168|64418 TMEM169|92691
## V2 746.1864 2456.039 1165.2915 728.2641 10.6844
## V3 1420.8809 1071.234 727.5693 445.8945 10.8755
## TMEM170A|124491 TMEM170B|100113407 TMEM171|134285 TMEM173|340061
## V2 414.9692 295.3726 1.7233 288.1348
## V3 430.1251 191.9521 1.0875 632.9527
## TMEM174|134288 TMEM175|84286 TMEM176A|55365 TMEM176B|28959 TMEM177|80775
## V2 0.0000 371.1976 118.5626 265.0426 184.0478
## V3 7.0691 871.1256 1146.2751 3050.0272 204.4589
## TMEM178|130733 TMEM179B|374395 TMEM179|388021 TMEM17|200728 TMEM180|79847
## V2 16.5436 1572.678 71.3444 72.0337 174.3974
## V3 87.5476 1630.234 0.0000 53.8336 108.2110
## TMEM181|57583 TMEM182|130827 TMEM183A|92703 TMEM184A|202915 TMEM184B|25829
## V2 1837.376 67.2085 942.2972 1598.017 3381.175
## V3 867.863 134.8559 933.1158 1279.081 2982.001
## TMEM184C|55751 TMEM185A|84548 TMEM185B|79134 TMEM186|25880 TMEM187|8269
## V2 541.1144 791.6813 325.3579 261.5960 260.5621
## V3 487.2213 405.6552 515.4976 263.7303 127.7868
## TMEM188|255919 TMEM189-UBE2V1|387522 TMEM189|387521 TMEM18|129787
## V2 297.0959 3.4569 653.3973 302.9517
## V3 253.9424 6.3622 1624.0783 583.4367
## TMEM190|147744 TMEM191A|84222 TMEM192|201931 TMEM194A|23306
## V2 4.1359 35.8445 792.0260 578.3375
## V3 0.5438 92.9853 638.9342 1000.5438
## TMEM194B|100131211 TMEM195|392636 TMEM196|256130 TMEM198|130612
## V2 40.3251 0.6893 3.1019 370.1636
## V3 79.9347 90.2664 0.0000 100.0544
## TMEM199|147007 TMEM19|55266 TMEM200A|114801 TMEM200B|399474 TMEM200C|645369
## V2 617.5045 391.8771 181.6352 34.1729 5.5145
## V3 1511.1474 443.7194 102.2295 64.8613 8.7004
## TMEM201|199953 TMEM202|338949 TMEM203|94107 TMEM204|79652 TMEM205|374882
## V2 661.0556 0 688.2837 267.7999 377.4014
## V3 358.3469 0 1405.6552 262.6427 2924.4154
## TMEM206|55248 TMEM207|131920 TMEM208|29100 TMEM209|84928 TMEM20|159371
## V2 211.6205 0 733.4340 747.9096 57.2134
## V3 348.5590 0 810.7667 759.1082 55.4649
## TMEM211|255349 TMEM212|389177 TMEM213|155006 TMEM214|54867 TMEM215|401498
## V2 0.6893 0 0.6893 1850.818 18.9562
## V3 1.0875 0 4.3502 3682.436 1.6313
## TMEM216|51259 TMEM217|221468 TMEM218|219854 TMEM219|124446 TMEM220|388335
## V2 367.0616 8.5200 228.8535 2273.714 24.4708
## V3 482.8711 8.4339 129.9619 1980.424 33.7140
## TMEM222|84065 TMEM223|79064 TMEM225|338661 TMEM229A|730130 TMEM229B|161145
## V2 643.4780 460.4642 0 0 1034.6658
## V3 724.8505 746.6014 0 0 354.5405
## TMEM22|80723 TMEM231|79583 TMEM232|642987 TMEM233|387890 TMEM25|84866
## V2 19.6456 522.3615 4.1359 4.8252 1887.0071
## V3 99.5106 43.4693 4.3502 4.3502 407.2866
## TMEM26|219623 TMEM27|57393 TMEM2|23670 TMEM30A|55754 TMEM30B|161291
## V2 9.6504 27.5727 1643.333 1409.999 571.0997
## V3 43.5019 7.6128 2444.807 2090.810 1587.2757
## TMEM30C|644444 TMEM31|203562 TMEM33|55161 TMEM35|59353 TMEM37|140738
## V2 0 0.6893 599.0170 6.5485 39.6358
## V3 0 1.0875 791.1909 2.1751 71.2344
## TMEM38A|79041 TMEM38B|55151 TMEM39A|55254 TMEM39B|55116 TMEM40|55287
## V2 62.3832 105.1209 615.2160 335.0084 0.0000
## V3 194.6710 133.2246 471.4519 218.5971 135.9434
## TMEM41A|90407 TMEM41B|440026 TMEM42|131616 TMEM43|79188 TMEM44|93109
## V2 805.8123 708.6185 176.8100 1700.202 200.2468
## V3 630.2338 705.2746 143.0125 1931.485 383.3605
## TMEM45A|55076 TMEM45B|120224 TMEM47|83604 TMEM48|55706 TMEM49|81671
## V2 666.5702 2.4126 1124.2771 345.3481 1930.434
## V3 529.6357 799.3475 263.1865 178.9016 9038.064
## TMEM50A|23585 TMEM50B|757 TMEM51|55092 TMEM52|339456 TMEM53|79639
## V2 2256.826 1576.1248 279.1736 48.2522 147.4692
## V3 2071.234 665.0517 322.4579 13.5943 186.4546
## TMEM54|113452 TMEM55A|55529 TMEM55B|90809 TMEM56|148534 TMEM57|55219
## V2 1190.452 274.3484 460.4642 348.3467 1027.083
## V3 1750.408 104.9483 1201.7401 145.7314 1140.837
## TMEM59L|25789 TMEM59|9528 TMEM5|10329 TMEM60|85025 TMEM61|199964
## V2 30.6746 6893.176 876.8120 236.7806 203.3487
## V3 13.0506 4502.447 334.4209 562.2621 10.8755
## TMEM62|80021 TMEM63A|9725 TMEM63B|55362 TMEM63C|57156 TMEM64|169200
## V2 779.2736 1415.514 3188.094 1600.596 411.8673
## V3 1142.4687 1539.967 1866.232 874.932 87.5476
## TMEM65|157378 TMEM66|51669 TMEM67|91147 TMEM68|137695 TMEM69|51249
## V2 397.7363 9267.531 241.2612 452.8817 907.8313
## V3 645.4595 9631.321 102.7732 301.2507 337.6835
## TMEM70|54968 TMEM71|137835 TMEM72|643236 TMEM74|157753 TMEM79|84283
## V2 423.9304 2.4126 0.3447 0.0000 535.5998
## V3 464.3828 14.1381 0.0000 0.5438 358.3469
## TMEM80|283232 TMEM81|388730 TMEM82|388595 TMEM84|283673 TMEM85|51234
## V2 656.3028 49.6309 18.2669 112.3588 1254.4685
## V3 458.6406 39.1517 1.6313 3.2626 447.4769
## TMEM86A|144110 TMEM86B|255043 TMEM87A|25963 TMEM87B|84910 TMEM88B|643965
## V2 361.4403 111.3248 2569.7762 1446.878 1.3786
## V3 5618.0914 98.4231 986.4057 1692.768 0.0000
## TMEM88|92162 TMEM89|440955 TMEM8A|58986 TMEM8B|51754 TMEM8C|389827
## V2 6.2039 0.6893 1473.072 506.9931 0
## V3 10.3317 0.5438 2496.465 402.9364 0
## TMEM90A|646658 TMEM90B|79953 TMEM91|641649 TMEM92|162461 TMEM93|83460
## V2 0.0000 28.262 113.8615 14.8203 294.9728
## V3 2.1751 125.068 70.6906 61.9902 411.6803
## TMEM95|339168 TMEM97|27346 TMEM98|26022 TMEM99|147184 TMEM9B|56674
## V2 0.3447 530.3127 896.4576 687.2497 1718.4689
## V3 0.0000 1711.4192 250.6797 175.0952 939.6411
## TMEM9|252839 TMF1|7110 TMIE|259236 TMIGD1|388364 TMIGD2|126259 TMLHE|55217
## V2 1783.609 2420.1942 2.0680 0 1.7233 165.7809
## V3 2265.362 792.8222 2.1751 0 3.8064 52.7461
## TMOD1|7111 TMOD2|29767 TMOD3|29766 TMOD4|29765 TMPO|7112 TMPPE|643853
## V2 62.3384 854.4092 1550.620 4.4806 1766.763 28.2620
## V3 315.8891 690.0489 1985.318 1.6313 1681.370 36.9766
## TMPRSS11A|339967 TMPRSS11BNL|401136 TMPRSS11B|132724 TMPRSS11D|9407
## V2 0 0 0 0
## V3 0 0 0 0
## TMPRSS11F|389208 TMPRSS12|283471 TMPRSS13|84000 TMPRSS15|5651 TMPRSS2|7113
## V2 0 1.3786 164.4023 0.000 48.5969
## V3 0 0.0000 441.0005 4.894 66.8842
## TMPRSS3|64699 TMPRSS4|56649 TMPRSS5|80975 TMPRSS6|164656 TMPRSS7|344805
## V2 62.7279 1.3786 2.7573 2160.3215 0.6893
## V3 309.9511 185.9706 2.7189 10.8755 0.5438
## TMPRSS9|360200 TMSB10|9168 TMSB15A|11013 TMSB15B|286527 TMSB4Y|9087
## V2 178.5677 4855.898 47.5629 26.5387 0
## V3 23.3931 30634.040 27.7325 23.0941 0
## TMSL3|7117 TMTC1|83857 TMTC2|160335 TMTC3|160418 TMTC4|84899 TMUB1|83590
## V2 7166.836 1946.9777 159.2324 525.6047 604.5316 622.7985
## V3 37196.846 72.8657 109.2985 602.5014 553.5617 1628.6025
## TMUB2|79089 TMX1|81542 TMX2|51075 TMX3|54495 TMX4|56255 TNC|3371
## V2 1049.1415 930.9235 2189.962 1426.5429 2788.6345 3252.545
## V3 800.9788 914.0837 1468.733 395.8673 821.6422 1676.998
## TNFAIP1|7126 TNFAIP2|7127 TNFAIP3|7128 TNFAIP6|7130 TNFAIP8L1|126282
## V2 1546.998 1587.498 242.9845 127.1791 364.9937
## V3 4601.381 1156.607 540.5111 126.6993 134.8559
## TNFAIP8L2|79626 TNFAIP8L3|388121 TNFAIP8|25816 TNFRSF10A|8797 TNFRSF10B|8795
## V2 41.0144 354.3093 87.5433 251.9456 656.9197
## V3 84.8287 150.6253 258.2926 313.7575 1127.2431
## TNFRSF10C|8794 TNFRSF10D|8793 TNFRSF11A|8792 TNFRSF11B|4982 TNFRSF12A|51330
## V2 97.1938 37.2232 29.2960 11.7184 443.2312
## V3 104.9483 19.5759 44.0457 5.4377 1478.5209
## TNFRSF13B|23495 TNFRSF13C|115650 TNFRSF14|8764 TNFRSF17|608 TNFRSF18|8784
## V2 11.8115 16.8883 1628.699 11.0291 540.4250
## V3 10.8755 13.0506 1033.029 25.0136 110.9299
## TNFRSF19|55504 TNFRSF1A|7132 TNFRSF1B|7133 TNFRSF21|27242 TNFRSF25|8718
## V2 205.4167 1623.688 283.9989 298.4745 51.6988
## V3 207.7216 2760.196 1175.6389 1623.1648 160.4133
## TNFRSF4|7293 TNFRSF6B|8771 TNFRSF8|943 TNFRSF9|3604 TNFSF10|8743
## V2 45.4950 73.9466 14.4757 0.3447 3690.262
## V3 138.1185 222.9744 41.3268 32.6264 4046.221
## TNFSF11|8600 TNFSF12-TNFSF13|407977 TNFSF12|8742 TNFSF13B|10673 TNFSF13|8741
## V2 37.5678 23.4678 663.1305 37.9125 948.1185
## V3 20.6634 171.7999 358.6406 97.8793 391.7999
## TNFSF14|8740 TNFSF15|9966 TNFSF18|8995 TNFSF4|7292 TNFSF8|944 TNFSF9|8744
## V2 1.0340 3.1019 0.3447 89.9560 11.7184 7.2378
## V3 12.5068 4.3502 0.0000 221.3159 30.4513 11.4192
## TNF|7124 TNIK|23043 TNIP1|10318 TNIP2|79155 TNIP3|79931 TNK1|8711 TNK2|10188
## V2 38.9464 1539.5910 2237.525 608.6675 1.0340 839.9335 2114.144
## V3 18.4883 367.5911 2616.640 647.0908 7.6128 334.4209 3790.810
## TNKS1BP1|85456 TNKS2|80351 TNKS|8658 TNMD|64102 TNNC1|7134 TNNC2|7125
## V2 9482.943 1408.6206 2359.200 0.3447 12.4077 10.3398
## V3 5666.123 984.7743 1278.021 1.0875 9.7879 14.1381
## TNNI1|7135 TNNI2|7136 TNNI3K|51086 TNNI3|7137 TNNT1|7138 TNNT2|7139
## V2 53.4221 3.7912 27.9380 1.0340 45.495 48.5969
## V3 76.6721 10.3317 8.3796 18.4883 1312.670 108.2110
## TNNT3|7140 TNN|63923 TNP1|7141 TNP2|7142 TNPO1|3842 TNPO2|30000 TNPO3|23534
## V2 2.7573 22.4028 0 0 3481.743 2911.678 1656.430
## V3 2.7189 59.2713 0 0 1748.776 2337.684 1380.642
## TNRC18|84629 TNRC6A|27327 TNRC6B|23112 TNRC6C|57690 TNR|7143 TNS1|7145
## V2 4466.089 1472.727 843.0355 951.9994 0.6893 1992.473
## V3 5419.793 1368.679 612.2893 468.2436 1.6313 2056.009
## TNS3|64759 TNS4|84951 TNXB|7148 TOB1|10140 TOB2|10766 TOE1|114034
## V2 1601.285 1348.3053 391.0602 2123.801 1422.062 356.0429
## V3 1491.028 70.1468 725.1223 17531.631 1305.601 156.8407
## TOLLIP|54472 TOM1L1|10040 TOM1L2|146691 TOM1|10043 TOMM20L|387990
## V2 2227.185 1687.943 1353.130 636.5848 2.7573
## V3 1996.737 2696.759 1204.459 2143.0125 3.2626
## TOMM20|9804 TOMM22|56993 TOMM34|10953 TOMM40L|84134 TOMM40|10452
## V2 5311.537 771.0018 845.7927 369.0917 1050.175
## V3 3017.945 866.2316 1272.4307 429.5650 2648.178
## TOMM5|401505 TOMM6|100188893 TOMM70A|9868 TOMM7|54543 TOP1MT|116447
## V2 557.6373 2258.015 2958.831 1310.048 745.8417
## V3 720.4622 1633.252 2511.153 1588.907 554.6493
## TOP1P1|7151 TOP1P2|7152 TOP1|7150 TOP2A|7153 TOP2B|7155 TOP3A|7156
## V2 106.8442 8.2718 3336.983 4936.204 3305.967 545.9396
## V3 110.3861 6.5253 2222.403 2342.034 4371.398 448.0696
## TOP3B|8940 TOPBP1|11073 TOPORS|10210 TOR1AIP1|26092 TOR1AIP2|163590
## V2 356.7219 1363.815 570.4104 1063.962 342.9355
## V3 505.7096 1100.598 385.5356 1300.163 257.7488
## TOR1A|1861 TOR1B|27348 TOR2A|27433 TOR3A|64222 TOX2|84969 TOX3|27324
## V2 784.4435 624.5218 328.8045 1474.106 17.5776 207.4846
## V3 1035.8891 924.9592 686.2425 1521.479 56.0087 925.5030
## TOX4|9878 TOX|9760 TP53AIP1|63970 TP53BP1|7158 TP53BP2|7159 TP53I11|9537
## V2 1088.322 8.6165 2.4126 2313.3500 806.8463 2408.476
## V3 1520.033 47.8521 114.1925 990.7558 998.3687 6676.998
## TP53I13|90313 TP53I3|9540 TP53INP1|94241 TP53INP2|58476 TP53RK|112858
## V2 1017.433 117.1840 669.3274 1283.509 727.2301
## V3 2847.743 374.6601 2200.6525 1106.580 700.9244
## TP53TG1|11257 TP53TG3B|729355 TP53TG5|27296 TP53|7157 TP63|8626 TP73|7161
## V2 241.2612 0.0000 0.5411 1385.5285 24.1261 303.6444
## V3 344.7526 11.4192 0.0000 414.3556 28.8200 31.5389
## TPBG|7162 TPCN1|53373 TPCN2|219931 TPD52L1|7164 TPD52L2|7165 TPD52L3|89882
## V2 309.5036 1266.621 318.0374 6.5485 3385.584 0
## V3 579.6629 1512.779 280.8537 666.6667 6775.421 0
## TPD52|7163 TPH1|7166 TPH2|121278 TPI1P2|286016 TPI1P3|728402 TPI1|7167
## V2 9353.982 34.4659 0.6893 21.7135 0 6840.788
## V3 2846.368 10.8755 0.0000 91.3540 0 12013.051
## TPK1|27010 TPM1|7168 TPM2|7169 TPM3|7170 TPM4|7171 TPMT|7172 TPO|7173
## V2 27.9174 4422.152 1173.563 9699.044 9262.016 866.4723 1.0340
## V3 79.3910 4578.358 2274.062 7798.260 5741.707 974.4426 8.7004
## TPP1|1200 TPP2|7174 TPPP2|122664 TPPP3|51673 TPPP|11076 TPRA1|131601
## V2 5939.850 990.5495 0 295.7173 462.1875 1003.6465
## V3 3611.202 504.0783 0 366.5035 425.7749 822.7297
## TPRG1L|127262 TPRG1|285386 TPRKB|51002 TPRN|286262 TPRX1|284355 TPRXL|348825
## V2 1668.149 4543.2926 190.2517 644.512 0.0000 1.7233
## V3 605.764 19.5759 213.7031 1340.402 0.5438 55.4649
## TPR|7175 TPSAB1|7177 TPSB2|64499 TPSD1|23430 TPSG1|25823 TPST1|8460
## V2 2286.966 41.7037 73.0677 0.0000 0.3447 79.6162
## V3 2703.556 123.4367 243.6107 5.4377 0.0000 238.7167
## TPST2|8459 TPT1|7178 TPTE2P1|646405 TPTE2P3|220115 TPTE2|93492 TPTE|7179
## V2 519.7455 20410.01 9.6504 1.0340 0.3447 3.5741
## V3 427.9500 22035.35 2.7189 0.5438 0.5438 1.4791
## TPX2|22974 TRA2A|29896 TRA2B|6434 TRABD|80305 TRADD|8717 TRAF1|7185
## V2 1849.095 1421.718 2547.718 1255.592 468.7360 292.9600
## V3 3230.016 1210.440 2779.228 1176.726 993.4747 491.5715
## TRAF2|7186 TRAF3IP1|26146 TRAF3IP2|10758 TRAF3IP3|80342 TRAF3|7187
## V2 524.2261 631.4150 317.0861 82.0288 224.3729
## V3 1031.5389 585.1006 370.3100 207.1778 177.8140
## TRAF4|9618 TRAF5|7188 TRAF6|7189 TRAF7|84231 TRAFD1|10906 TRAIP|10293
## V2 1357.611 439.0953 267.4552 3772.349 906.7974 85.4754
## V3 6303.426 669.3855 129.9619 2105.905 1334.9647 197.3899
## TRAK1|22906 TRAK2|66008 TRAM1L1|133022 TRAM1|23471 TRAM2|9697 TRANK1|9881
## V2 1475.484 1042.2483 178.5333 3048.163 1548.207 1128.758
## V3 1070.147 959.7607 81.5661 2851.550 1233.279 685.155
## TRAP1|10131 TRAPPC10|7109 TRAPPC1|58485 TRAPPC2L|51693 TRAPPC2P1|10597
## V2 2035.079 1899.0701 934.0254 540.4250 132.0491
## V3 1552.132 993.4747 1437.1941 422.5122 142.7624
## TRAPPC2|6399 TRAPPC3|27095 TRAPPC4|51399 TRAPPC5|126003 TRAPPC6A|79090
## V2 775.1377 1144.9566 759.9727 600.7403 596.2598
## V3 471.4519 803.6977 466.5579 1091.8978 981.5117
## TRAPPC6B|122553 TRAPPC9|83696 TRAT1|50852 TRDMT1|1787 TRDN|10345 TREH|11181
## V2 420.1391 1563.028 4.1359 70.6551 0 1.0340
## V3 537.2485 1513.866 39.1517 36.9766 0 0.5438
## TREM1|54210 TREM2|54209 TREML1|340205 TREML2P1|221438 TREML2|79865
## V2 20.6795 255.3922 2.0680 0 4.1359
## V3 15.2257 250.1359 3.2626 0 5.9815
## TREML3|340206 TREML4|285852 TRERF1|55809 TREX1|11277 TREX2|11219 TRHDE|29953
## V2 3.4466 0.3447 489.7602 427.6561 13.4417 0.0000
## V3 0.5438 0.5438 152.8004 407.2811 4.9918 0.5438
## TRHR|7201 TRH|7200 TRIAP1|51499 TRIB1|10221 TRIB2|28951 TRIB3|57761
## V2 0 4575.3459 348.1054 1604.732 394.6344 1076.714
## V3 0 1.0875 479.6085 1504.622 3139.2061 1423.600
## TRIL|9865 TRIM10|10107 TRIM11|81559 TRIM13|10206 TRIM14|9830 TRIM15|89870
## V2 520.0902 0 738.6039 469.0152 701.7254 0.6893
## V3 829.7988 0 1293.6378 294.2088 1033.4530 0.0000
## TRIM16L|147166 TRIM16|10626 TRIM17|51127 TRIM21|6737 TRIM22|10346 TRIM23|373
## V2 116.5291 363.4703 2.4126 367.7510 235.0573 452.8817
## V3 126.1555 392.3763 16.8570 424.6873 914.6275 308.8635
## TRIM24|8805 TRIM25|7706 TRIM26|7726 TRIM27|5987 TRIM28|10155 TRIM29|23650
## V2 616.9393 2025.905 1679.867 2350.918 6828.381 116.8393
## V3 842.3056 1349.103 1965.198 1380.642 11612.289 78.8472
## TRIM2|23321 TRIM31|11074 TRIM32|22954 TRIM33|51592 TRIM34|53840 TRIM35|23087
## V2 645.5460 4.1359 393.9450 1543.0375 293.3047 488.0369
## V3 784.1218 11.9630 640.0218 618.2708 160.5873 560.0870
## TRIM36|55521 TRIM37|4591 TRIM38|10475 TRIM39|56658 TRIM3|10612 TRIM40|135644
## V2 187.8391 827.033 459.4302 410.6231 1202.170 0.6893
## V3 59.2713 4090.016 352.3654 397.7651 2158.782 0.0000
## TRIM41|90933 TRIM42|287015 TRIM43|129868 TRIM44|54765 TRIM45|80263
## V2 990.9389 0 0.0000 1775.6823 214.0331
## V3 958.0750 0 0.5438 727.0256 250.1359
## TRIM46|80128 TRIM47|91107 TRIM48|79097 TRIM49L|729384 TRIM49|57093
## V2 14.8203 1003.302 0 0 0
## V3 164.7635 1637.847 0 0 0
## TRIM4|89122 TRIM50|135892 TRIM52|84851 TRIM53|642569 TRIM54|57159
## V2 1146.335 2.0680 341.2122 0 0.0000
## V3 1197.934 1.0875 309.4073 0 1.6313
## TRIM55|84675 TRIM56|81844 TRIM58|25893 TRIM59|286827 TRIM5|85363
## V2 12.4077 661.4003 103.6492 287.3834 221.4640
## V3 1.0875 251.2235 5.4377 505.7640 261.6748
## TRIM6-TRIM34|445372 TRIM60|166655 TRIM61|391712 TRIM62|55223 TRIM63|84676
## V2 0.0000 0 1.3786 463.2215 1.0340
## V3 7.9173 0 1.0875 521.4791 3.2626
## TRIM64|120146 TRIM65|201292 TRIM66|9866 TRIM67|440730 TRIM68|55128
## V2 0 967.8020 745.4970 6.5485 499.7553
## V3 0 784.6656 145.7314 27.1887 414.8994
## TRIM69|140691 TRIM6|117854 TRIM71|131405 TRIM72|493829 TRIM74|378108
## V2 8.6165 30.6746 0.3447 1.0340 25.7184
## V3 9.2442 94.6873 0.5438 1.6313 5.4377
## TRIM77|390231 TRIM78P|117852 TRIM7|81786 TRIM8|81603 TRIM9|114088
## V2 0 6.3555 43.4270 1730.187 231.6107
## V3 0 8.5808 19.0321 1624.252 36.4328
## TRIML1|339976 TRIML2|205860 TRIOBP|11078 TRIO|7204 TRIP10|9322 TRIP11|9321
## V2 0 0.3447 1054.311 2061.749 500.1000 994.3407
## V3 0 0.0000 1864.600 2121.805 847.1996 618.2708
## TRIP12|9320 TRIP13|9319 TRIP4|9325 TRIP6|7205 TRIT1|54802 TRMT112|51504
## V2 2780.018 317.7754 419.7944 532.1532 346.7268 1698.134
## V3 2271.343 607.9391 1254.4861 2452.9636 308.3197 3529.636
## TRMT11|60487 TRMT12|55039 TRMT1|55621 TRMT2A|27037 TRMT2B|79979 TRMT5|57570
## V2 93.4025 387.0519 944.7098 615.9053 652.7838 505.9592
## V3 127.2431 333.3333 838.4992 880.9135 177.2703 836.3241
## TRMT61A|115708 TRMT61B|55006 TRMT6|51605 TRMU|55687 TRNAU1AP|54952
## V2 475.9738 271.0673 687.9390 275.0377 351.8967
## V3 518.7602 267.4769 494.8341 260.4676 353.4530
## TRNP1|388610 TRNT1|51095 TROAP|10024 TROVE2|6738 TRO|7216 TRPA1|8989
## V2 174.3974 286.0978 308.4696 1103.9388 167.5042 0.6893
## V3 36.4328 296.3785 759.1082 781.4464 125.0680 3.3061
## TRPC1|7220 TRPC2|7221 TRPC3|7222 TRPC4AP|26133 TRPC4|7223 TRPC5|7224
## V2 27.5727 0.6893 2.0680 3771.946 3.4466 0
## V3 67.4279 1.6313 1.0875 3605.220 7.0691 0
## TRPC6|7225 TRPC7|57113 TRPM1|4308 TRPM2|7226 TRPM3|80036 TRPM4|54795
## V2 37.9125 0.3447 0.3447 130.9704 0.3447 1755.692
## V3 52.2023 0.0000 0.5438 659.5976 0.0000 1936.379
## TRPM5|29850 TRPM6|140803 TRPM7|54822 TRPM8|79054 TRPS1|7227 TRPT1|83707
## V2 1.034 0.0000 1134.617 0.0000 9402.982 236.0913
## V3 4.894 0.5438 1282.219 0.5438 5985.862 780.8592
## TRPV1|7442 TRPV2|51393 TRPV3|162514 TRPV4|59341 TRPV5|56302 TRPV6|55503
## V2 257.1155 93.0579 43.0824 23.0921 4.1359 232.6447
## V3 418.3306 234.3665 2.7189 56.0087 2.1751 337.1397
## TRRAP|8295 TRUB1|142940 TRUB2|26995 TRY6|154754 TRYX3|136541 TSC1|7248
## V2 2810.620 610.0461 548.0075 0 0 816.1521
## V3 2173.078 284.3937 1144.1001 0 0 1358.8907
## TSC22D1|8848 TSC22D2|9819 TSC22D3|1831 TSC22D4|81628 TSC2|7249 TSEN15|116461
## V2 2915.814 778.2396 3837.776 1366.228 3416.948 390.8431
## V3 5054.921 638.3904 2299.076 1592.713 1897.771 597.6074
## TSEN2|80746 TSEN34|79042 TSEN54|283989 TSFM|10102 TSG101|7251 TSG1|643432
## V2 204.3827 1201.481 917.4818 596.6044 1685.726 0.3447
## V3 151.7129 1780.859 1456.2262 646.0033 1317.564 0.0000
## TSGA10IP|254187 TSGA10|80705 TSGA13|114960 TSGA14|95681 TSHB|7252 TSHR|7253
## V2 0.3447 65.8298 0.6893 357.7559 0.3447 5.5145
## V3 0.5438 104.4046 0.0000 303.4258 0.0000 4.8940
## TSHZ1|10194 TSHZ2|128553 TSHZ3|57616 TSIX|9383 TSKS|60385 TSKU|25987
## V2 999.1659 44.1163 117.8733 1.2442 0.6893 331.9064
## V3 358.8907 41.8706 176.7265 19.9456 3.2626 482.3274
## TSLP|85480 TSNARE1|203062 TSNAX-DISC1|100303453 TSNAXIP1|55815 TSNAX|7257
## V2 1.0340 356.0326 0 150.6159 1063.9618
## V3 1.0875 350.7341 0 53.2898 831.9739
## TSN|7247 TSPAN10|83882 TSPAN11|441631 TSPAN12|23554 TSPAN13|27075
## V2 1452.048 36.8785 35.8445 41.3591 6184.213
## V3 1594.345 16.8570 56.5525 1338.2273 16144.644
## TSPAN14|81619 TSPAN15|23555 TSPAN16|26526 TSPAN17|26262 TSPAN18|90139
## V2 1603.697 1399.659 0 1230.087 241.6058
## V3 1923.872 3200.653 0 1165.851 320.8265
## TSPAN19|144448 TSPAN1|10103 TSPAN2|10100 TSPAN31|6302 TSPAN32|10077
## V2 0 5102.3292 84.4414 704.8273 9.9951
## V3 0 992.3872 113.6487 1526.3730 27.7325
## TSPAN33|340348 TSPAN3|10099 TSPAN4|7106 TSPAN5|10098 TSPAN6|7105 TSPAN7|7102
## V2 580.7501 621.7645 411.8673 176.8100 188.1837 104.7763
## V3 652.5285 2358.8907 715.6063 46.7645 207.7216 98.4231
## TSPAN8|7103 TSPAN9|10867 TSPO2|222642 TSPO|706 TSPY1|7258 TSPY2|64591
## V2 4.4806 2237.18 0.3447 1676.420 1.3786 0
## V3 4.8940 3066.34 0.5438 1935.835 0.0000 0
## TSPY3|728137 TSPY4|728395 TSPYL1|7259 TSPYL2|64061 TSPYL3|128854
## V2 0 0 1068.946 601.085 107.1889
## V3 0 0 1412.969 1239.804 94.6166
## TSPYL4|23270 TSPYL5|85453 TSPYL6|388951 TSR1|55720 TSR2|90121 TSSC1|7260
## V2 833.0404 2163.7681 0.3447 1340.5436 1067.408 298.4745
## V3 481.2398 880.3698 0.5438 701.7781 1636.759 853.1811
## TSSC4|10078 TSSK1B|83942 TSSK2|23617 TSSK3|81629 TSSK4|283629 TSSK6|83983
## V2 729.9874 1.7233 0 141.2481 44.1163 41.3591
## V3 992.9309 0.0000 0 25.6444 25.5574 63.0778
## TSTA3|7264 TSTD1|100131187 TSTD2|158427 TST|7263 TTBK1|84630 TTBK2|146057
## V2 1617.829 813.0502 532.0533 164.0576 24.1261 174.3974
## V3 2369.766 1536.1283 531.9304 377.3790 18.4883 123.9804
## TTC12|54970 TTC13|79573 TTC14|151613 TTC15|51112 TTC16|158248 TTC17|55761
## V2 242.6398 372.5762 1489.960 533.1872 41.7037 2393.311
## V3 151.7129 296.9005 406.199 1171.8325 47.3083 1120.174
## TTC18|118491 TTC19|54902 TTC1|7265 TTC21A|199223 TTC21B|79809 TTC22|55001
## V2 40.4595 1212.4443 782.3755 163.7129 587.2986 60.6600
## V3 170.8211 362.5285 578.5753 181.0767 132.6808 76.1283
## TTC23L|153657 TTC23|64927 TTC24|164118 TTC25|83538 TTC26|79989 TTC27|55622
## V2 24.1261 92.3686 1.7233 34.4659 245.0524 355.3432
## V3 6.5253 343.6650 4.3502 29.3638 113.1049 337.1397
## TTC28|23331 TTC29|83894 TTC30A|92104 TTC30B|150737 TTC31|64427 TTC32|130502
## V2 372.7347 0.3447 433.9255 300.5425 602.4636 62.7279
## V3 489.2713 0.5438 446.4383 268.0805 632.4089 85.3725
## TTC33|23548 TTC35|9694 TTC36|143941 TTC37|9652 TTC38|55020 TTC39A|22996
## V2 414.2799 675.8760 36.5338 3007.4929 400.1489 2532.8977
## V3 228.3850 556.8244 53.2898 874.3883 459.4889 863.5128
## TTC39B|158219 TTC39C|125488 TTC3|7267 TTC4|7268 TTC5|91875 TTC7A|57217
## V2 27.9174 1058.7919 10211.552 566.6949 210.9312 433.4119
## V3 113.1049 210.4405 4091.354 456.1338 189.2333 986.9005
## TTC7B|145567 TTC8|123016 TTC9B|148014 TTC9C|283237 TTC9|23508 TTF1|7270
## V2 407.0421 623.1432 1.3786 665.1915 804.7783 350.8627
## V3 290.3752 605.7640 5.9815 398.0424 1868.9505 564.9810
## TTF2|8458 TTK|7272 TTLL10|254173 TTLL11|158135 TTLL12|23170 TTLL13|440307
## V2 693.1089 107.5336 0.0000 77.2036 2290.258 21.1793
## V3 368.6786 248.5046 2.1751 61.4464 1660.141 16.4600
## TTLL1|25809 TTLL2|83887 TTLL3|26140 TTLL4|9654 TTLL5|23093 TTLL6|284076
## V2 211.9652 1.0340 840.4264 289.1688 606.5995 1.3786
## V3 184.8831 2.1751 1176.6069 293.0941 771.0712 20.6634
## TTLL7|79739 TTLL8|164714 TTLL9|164395 TTL|150465 TTN|7273 TTPAL|79183
## V2 114.4267 0 22.7475 749.6329 88.2706 673.4633
## V3 250.1359 0 6.5253 685.6987 123.5943 496.4655
## TTPA|7274 TTR|7276 TTTY10|246119 TTTY11|83866 TTTY12|83867 TTTY13|83868
## V2 7.5825 0.3447 0 0 0 0
## V3 1.6313 0.0000 0 0 0 0
## TTTY14|83869 TTTY15|64595 TTTY16|252948 TTTY17A|252949 TTTY17B|474151
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## TTTY18|252950 TTTY19|252952 TTTY1B|100101116 TTTY20|252951 TTTY21|252953
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## TTTY22|252954 TTTY23|252955 TTTY2|60439 TTTY3B|474148 TTTY4C|474150
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## TTTY5|83863 TTTY6B|441543 TTTY6|84672 TTTY7|246122 TTTY8|84673 TTTY9B|425057
## V2 0 0 0 0 0 0
## V3 0 0 0 0 0 0
## TTYH1|57348 TTYH2|94015 TTYH3|80727 TUBA1A|7846 TUBA1B|10376 TUBA1C|84790
## V2 19.3009 123.4844 1453.082 5735.750 13494.56 2722.115
## V3 27.7325 299.6085 1771.615 4355.829 23569.46 5591.082
## TUBA3C|7278 TUBA3D|113457 TUBA3E|112714 TUBA4A|7277 TUBA4B|80086 TUBA8|51807
## V2 12.4077 107.1889 201.2808 1176.3206 0 58.5920
## V3 1352.3654 10.8755 4.8940 255.0299 0 36.4328
## TUBAL3|79861 TUBB1|81027 TUBB2A|7280 TUBB2B|347733 TUBB2C|10383 TUBB3|10381
## V2 58.2473 65.1405 1214.578 7.2516 4991.346 1817.9064
## V3 4.8940 22.2947 1596.520 11.4192 13616.634 725.0408
## TUBB4Q|56604 TUBB4|10382 TUBB6|84617 TUBB8|347688 TUBBP5|643224 TUBB|203068
## V2 1.3786 317.4308 503.1674 23.4368 25.1601 21814.15
## V3 9.7879 78.3034 1095.0027 32.6264 104.9483 25560.63
## TUBD1|51174 TUBE1|51175 TUBG1|7283 TUBG2|27175 TUBGCP2|10844 TUBGCP3|10426
## V2 202.6594 104.4316 1192.175 470.1146 1567.370 550.4201
## V3 371.3975 108.7548 1082.654 275.1495 1506.063 494.8341
## TUBGCP4|27229 TUBGCP5|114791 TUBGCP6|85378 TUB|7275 TUFM|7284 TUFT1|7286
## V2 620.3859 556.6240 1215.956 1235.6019 3786.767 1224.573
## V3 476.3458 373.0288 1146.819 176.1827 7703.100 1830.343
## TUG1|55000 TULP1|7287 TULP2|7288 TULP3|7289 TULP4|56995 TUSC1|286319
## V2 4591.545 0.6893 0.0000 495.6194 914.3799 287.7901
## V3 6185.971 9.2442 1.0875 669.3855 1102.7732 550.8428
## TUSC2|11334 TUSC3|7991 TUSC5|286753 TUT1|64852 TWF1|5756 TWF2|11344
## V2 533.1872 911.9672 15.5096 1552.343 1479.276 541.8657
## V3 562.8059 1028.8200 61.9902 1351.278 1497.009 1150.3752
## TWIST1|7291 TWIST2|117581 TWISTNB|221830 TWSG1|57045 TXK|7294 TXLNA|200081
## V2 26.1941 2.4126 702.4147 1135.3062 3.1019 3734.723
## V3 109.2985 24.4698 301.7945 659.5976 22.8385 1876.563
## TXLNB|167838 TXLNG|55787 TXN2|25828 TXNDC11|51061 TXNDC12|51060
## V2 75.1356 532.8425 877.846 1433.436 1786.022
## V3 212.0718 214.2469 1102.229 1964.655 1107.667
## TXNDC15|79770 TXNDC16|57544 TXNDC17|84817 TXNDC2|84203 TXNDC3|51314
## V2 1764.998 1087.7432 667.9488 0.6893 1.3786
## V3 1007.613 242.5231 799.4780 0.5438 1.6313
## TXNDC5|81567 TXNDC6|347736 TXNDC8|255220 TXNDC9|10190 TXNIP|10628 TXNL1|9352
## V2 5616.229 4.8252 0 351.5520 3571.355 1098.4277
## V3 7606.275 5.4377 0 647.6346 5023.926 565.5247
## TXNL4A|10907 TXNL4B|54957 TXNRD1|7296 TXNRD2|10587 TXNRD3IT1|645840 TXN|7295
## V2 915.0692 272.6251 1030.874 286.7561 238.5039 1748.110
## V3 413.2681 407.8303 2133.768 646.5470 141.3812 5178.902
## TYK2|7297 TYMP|1890 TYMS|7298 TYRO3|7301 TYROBP|7305 TYRP1|7306 TYR|7299
## V2 2005.914 1008.472 493.1137 309.8483 326.7366 1.0340 0.3447
## V3 2011.419 3321.914 719.3203 140.2936 1031.5389 116.3676 0.0000
## TYSND1|219743 TYW1B|441250 TYW1|55253 TYW3|127253 T|6862 U2AF1L4|199746
## V2 747.2203 283.3096 739.2932 731.1696 0 125.3076
## V3 933.1158 205.0027 741.1637 267.4932 0 174.3230
## U2AF1|7307 U2AF2|11338 UACA|55075 UAP1L1|91373 UAP1|6675 UBA1|7317
## V2 1359.679 3846.392 601.4296 641.7547 809.6036 15900.49
## V3 1583.469 6017.401 1148.4502 1457.8575 1923.8717 15636.22
## UBA2|10054 UBA3|9039 UBA52|7311 UBA5|79876 UBA6|55236 UBA7|7318 UBAC1|10422
## V2 1982.477 1642.6439 5769.933 1140.2555 891.977 1057.4133 554.9007
## V3 1789.016 643.2844 6733.007 897.2974 874.932 883.0886 1125.6117
## UBAC2|337867 UBAP1|51271 UBAP2L|9898 UBAP2|55833 UBASH3A|53347 UBASH3B|84959
## V2 1076.566 891.6324 6923.162 873.3655 2.4126 38.6018
## V3 1406.237 878.1947 4290.919 1147.9065 70.1468 63.0778
## UBB|7314 UBC|7316 UBD|10537 UBE2A|7319 UBE2B|7320 UBE2CBP|90025 UBE2C|11065
## V2 10430.41 33340.23 44.461 1916.9924 1269.0338 15.8543 555.590
## V3 17245.24 55401.85 1506.253 985.8619 649.8097 29.9076 1351.278
## UBE2D1|7321 UBE2D2|7322 UBE2D3|7323 UBE2D4|51619 UBE2DNL|100131816
## V2 343.2802 1924.230 3967.368 381.3926 0
## V3 202.2838 1103.317 3906.471 374.3665 0
## UBE2E1|7324 UBE2E2|7325 UBE2E3|10477 UBE2F|140739 UBE2G1|7326 UBE2G2|7327
## V2 1063.2725 78.9269 517.6776 411.8673 1208.3738 2563.917
## V3 998.9125 405.6552 357.8032 537.5476 921.1528 1052.202
## UBE2H|7328 UBE2I|7329 UBE2J1|51465 UBE2J2|118424 UBE2K|3093 UBE2L3|7332
## V2 1981.444 1846.682 865.4383 1435.5040 1157.020 1746.731
## V3 1126.156 2365.416 1213.1593 690.0489 1223.491 2388.798
## UBE2L6|9246 UBE2MP1|606551 UBE2M|9040 UBE2NL|389898 UBE2N|7334 UBE2O|63893
## V2 1757.071 104.7763 1505.814 0.3447 1195.966 1719.848
## V3 2401.305 116.9114 2002.719 0.0000 1513.322 1845.024
## UBE2Q1|55585 UBE2Q2P1|388165 UBE2Q2|92912 UBE2QL1|134111 UBE2R2|54926
## V2 3060.226 55.1454 611.4248 1362.4363 1984.201
## V3 2349.103 27.7325 1194.1272 49.4834 1241.436
## UBE2S|27338 UBE2T|29089 UBE2U|148581 UBE2V1|7335 UBE2V2|7336 UBE2W|55284
## V2 619.3519 318.4648 0 1818.833 698.2788 544.2163
## V3 1789.5595 1004.3502 0 3862.762 865.6879 537.7923
## UBE2Z|65264 UBE3A|7337 UBE3B|89910 UBE3C|9690 UBE4A|9354 UBE4B|10277
## V2 2652.494 2689.717 1462.043 2832.061 1552.3433 1973.5164
## V3 18802.066 1219.141 1325.720 2416.531 835.7803 890.7015
## UBFD1|56061 UBIAD1|29914 UBL3|5412 UBL4A|8266 UBL4B|164153 UBL5|59286
## V2 2176.176 1063.6171 1045.3502 1624.7217 2.7573 1591.290
## V3 2476.890 376.2915 916.2588 933.1158 10.3317 1907.015
## UBL7|84993 UBLCP1|134510 UBN1|29855 UBN2|254048 UBOX5|22888 UBP1|7342
## V2 737.9145 565.2405 1990.749 1555.4453 475.8118 1386.562
## V3 607.9391 268.6243 1401.305 837.4116 432.8167 1583.469
## UBQLN1|29979 UBQLN2|29978 UBQLN3|50613 UBQLN4|56893 UBQLNL|143630
## V2 2781.397 1889.075 0.0000 2549.441 4.8252
## V3 3343.665 1235.454 0.5438 1602.501 55.4649
## UBR1|197131 UBR2|23304 UBR3|130507 UBR4|23352 UBR5|51366 UBR7|55148
## V2 990.8941 1269.7231 1142.1993 5421.483 4137.974 1090.156
## V3 703.0995 744.9701 967.3736 3803.698 1756.389 1651.985
## UBTD1|80019 UBTD2|92181 UBTFL1|642623 UBTF|7343 UBXN10|127733 UBXN11|91544
## V2 154.4072 994.3407 0 4888.296 167.5042 1264.5532
## V3 390.9734 755.3018 0 3349.103 77.7597 573.6813
## UBXN1|51035 UBXN2A|165324 UBXN2B|137886 UBXN4|23190 UBXN6|80700 UBXN7|26043
## V2 2289.224 164.7469 917.1371 3059.192 2126.89 455.6390
## V3 2325.177 338.2273 542.6862 2824.361 1860.25 305.6009
## UBXN8|7993 UCA1|652995 UCHL1|7345 UCHL3|7347 UCHL5|51377 UCK1|83549
## V2 255.0475 2.0680 59.2813 161.6450 514.5791 800.9871
## V3 95.1604 1.6313 1953.7792 247.9608 408.8744 1294.7254
## UCK2|7371 UCKL1AS|100113386 UCKL1|54963 UCMA|221044 UCN2|90226 UCN3|114131
## V2 216.7904 100.2613 1559.416 0 8.6165 0
## V3 301.2507 85.8129 2987.803 0 6.5253 0
## UCN|7349 UCP1|7350 UCP2|7351 UCP3|7352 UEVLD|55293 UFC1|51506 UFD1L|7353
## V2 13.4417 0 506.6485 13.7864 442.8866 2263.719 694.8218
## V3 23.3823 0 6107.6672 47.3083 269.1680 1422.512 2146.7863
## UFM1|51569 UFSP1|402682 UFSP2|55325 UGCG|7357 UGDH|7358 UGGT1|56886
## V2 1222.505 76.5143 332.2821 781.6862 594.1918 1835.653
## V3 1010.332 177.8140 378.6351 430.6688 1350.1903 1504.622
## UGGT2|55757 UGP2|7360 UGT1A10|54575 UGT1A1|54658 UGT1A3|54659 UGT1A4|54657
## V2 366.0277 1221.471 0 0 0 0
## V3 249.0484 1986.406 0 0 0 0
## UGT1A5|54579 UGT1A6|54578 UGT1A7|54577 UGT1A8|54576 UGT1A9|54600
## V2 0 0 0 0 0
## V3 0 0 0 0 0
## UGT2A1|10941 UGT2A3|79799 UGT2B10|7365 UGT2B11|10720 UGT2B15|7366
## V2 0.3447 1.034 0.0000 0.3447 8.6165
## V3 0.0000 0.000 0.5438 26.9222 1.0875
## UGT2B28|54490 UGT2B4|7363 UGT2B7|7364 UGT3A1|133688 UGT3A2|167127 UGT8|7368
## V2 0.3447 0.0000 0.0000 0 2.4126 0.0000
## V3 40.2393 14.1381 1.6313 0 1.6313 3.2626
## UHMK1|127933 UHRF1BP1L|23074 UHRF1BP1|54887 UHRF1|29128 UHRF2|115426
## V2 941.6079 518.0222 1466.8679 692.7504 589.0219
## V3 287.6563 497.0092 538.8798 823.6813 686.2425
## UIMC1|51720 ULBP1|80329 ULBP2|80328 ULBP3|79465 ULK1|8408 ULK2|9706
## V2 530.4299 17.2329 9.3058 6.8932 2299.219 1415.1691
## V3 439.9130 35.8891 160.9570 91.8978 2691.137 433.9315
## ULK3|25989 ULK4|54986 UMODL1|89766 UMOD|7369 UMPS|7372 UNC119B|84747
## V2 2424.675 197.4895 5.1699 3.7912 832.6957 1179.7671
## V3 1498.097 36.9766 92.4415 6.5253 575.8564 377.9228
## UNC119|9094 UNC13A|23025 UNC13B|10497 UNC13C|440279 UNC13D|201294
## V2 702.4147 1234.5679 659.3323 0.6893 98.2278
## V3 1289.8314 13.5943 847.1996 0.0000 799.3475
## UNC45A|55898 UNC45B|146862 UNC50|25972 UNC5A|90249 UNC5B|219699
## V2 3585.141 1.0340 429.1002 1080.1607 1620.5858
## V3 2416.531 1.6313 572.5938 254.4861 729.2007
## UNC5CL|222643 UNC5C|8633 UNC5D|137970 UNC80|285175 UNC93A|54346
## V2 142.606 301.2318 0 2.0680 0.3447
## V3 119.304 13.0506 0 2.7189 3.8064
## UNC93B1|81622 UNCX|340260 UNG|7374 UNKL|64718 UNK|85451 UOX|391051
## V2 3838.8100 0 878.1907 439.4745 491.4835 5.8592
## V3 936.9222 0 1092.9853 662.9201 1393.6922 0.0000
## UPB1|51733 UPF0639|400224 UPF1|5976 UPF2|26019 UPF3A|65110 UPF3B|65109
## V2 1.7233 2.0680 4206.906 721.3709 638.9975 319.1541
## V3 23.9260 7.0691 4052.746 716.1501 631.8651 147.9065
## UPK1A|11045 UPK1B|7348 UPK2|7379 UPK3A|7380 UPK3BL|100134938 UPK3B|80761
## V2 1.7233 0.0000 2.0680 0.0000 0.0000 10.3398
## V3 0.5438 1.6313 3.8064 0.5438 35.0571 10.8755
## UPP1|7378 UPP2|151531 UPRT|139596 UQCC|55245 UQCR10|29796 UQCR11|10975
## V2 126.1451 0.3447 351.8967 1476.518 713.0991 1526.149
## V3 120.1740 0.5438 115.8238 1521.479 2491.5715 2340.402
## UQCRB|7381 UQCRC1|7384 UQCRC2|7385 UQCRFS1|7386 UQCRHL|440567 UQCRH|7388
## V2 2326.447 2340.578 2416.058 1220.092 501.1339 1492.028
## V3 2262.099 3115.280 3139.750 1148.450 379.0103 1115.824
## UQCRQ|27089 URB1|9875 URB2|9816 URGCP|55665 URM1|81605 UROC1|131669
## V2 1744.318 1948.0117 620.3859 1705.027 774.793 5.8592
## V3 1617.727 712.3437 277.8684 1225.666 1455.139 2.7189
## UROD|7389 UROS|7390 USE1|55850 USF1|7391 USF2|7392 USH1C|10083 USH1G|124590
## V2 1052.588 479.0758 308.4696 932.6468 3679.233 0.3447 5.8592
## V3 1010.875 1097.8793 252.8548 1153.3442 2420.881 1.6313 13.0506
## USH2A|7399 USHBP1|83878 USMG5|84833 USO1|8615 USP10|9100 USP11|8237
## V2 3.7912 28.9513 460.4642 3927.043 2183.069 1977.652
## V3 2.1751 32.6264 588.3632 1349.647 1951.060 3592.170
## USP12|219333 USP13|8975 USP14|9097 USP15|9958 USP16|10600 USP17L2|377630
## V2 336.3870 1185.9710 1758.794 537.6678 1550.2754 0
## V3 164.2197 783.0343 1151.169 708.5372 589.4508 0
## USP17L6P|391622 USP17|391627 USP18|11274 USP19|10869 USP1|7398 USP20|10868
## V2 0.3447 1.034 328.4599 2052.788 1635.4061 912.6566
## V3 0.0000 0.000 679.7172 1338.227 638.3904 1166.3948
## USP21|27005 USP22|23326 USP24|23358 USP25|29761 USP26|83844 USP27X|389856
## V2 525.6047 6462.353 2880.6584 644.5120 0 208.8632
## V3 861.8815 3058.184 890.7015 708.5372 0 87.0038
## USP28|57646 USP29|57663 USP2|9099 USP30|84749 USP31|57478 USP32|84669
## V2 500.1000 0 13.4417 614.5267 846.8267 995.7193
## V3 397.4986 0 2.1751 452.4198 438.2817 1671.5606
## USP33|23032 USP34|9736 USP35|57558 USP36|57602 USP37|57695 USP38|84640
## V2 1795.3278 2662.834 464.9448 2346.093 607.6335 705.1720
## V3 876.5633 2972.267 196.3023 1392.605 615.0082 668.8418
## USP39|10713 USP3|9960 USP40|55230 USP42|84132 USP43|124739 USP44|84101
## V2 852.6859 649.3303 1181.835 456.6729 195.0769 2.0680
## V3 1686.2425 940.7830 1172.920 506.2534 137.5748 21.2072
## USP45|85015 USP46|64854 USP47|55031 USP48|84196 USP49|25862 USP4|7375
## V2 113.0481 459.7749 2293.015 1764.6532 45.1503 1183.558
## V3 168.0261 328.4394 1578.575 985.3181 22.2947 1108.211
## USP50|373509 USP51|158880 USP53|54532 USP54|159195 USP5|8078 USP6NL|9712
## V2 0.0000 26.1941 507.6824 1290.058 2396.068 262.2854
## V3 0.6362 54.3774 1498.6406 1025.014 3637.847 535.0734
## USP6|9098 USP7|7874 USP8|9101 USP9X|8239 USP9Y|8287 USPL1|10208 UST|10090
## V2 40.6697 4910.01 1720.047 8135.327 0 291.2367 24.4708
## V3 79.3910 3341.49 1252.746 5144.644 0 336.0522 63.6215
## UTF1|8433 UTP11L|51118 UTP14A|10813 UTP14C|9724 UTP15|84135 UTP18|51096
## V2 0.3447 523.8814 833.0404 546.6289 393.6004 739.6378
## V3 0.5438 426.3187 256.1175 671.0169 130.5057 4064.1653
## UTP20|27340 UTP23|84294 UTP3|57050 UTP6|55813 UTRN|7402 UTS2D|257313
## V2 817.8754 692.7642 542.4930 782.0309 569.721 1.3786
## V3 566.6123 488.8526 424.6873 525.8293 4408.918 2.1751
## UTS2R|2837 UTS2|10911 UTY|7404 UVRAG|7405 UXS1|80146 UXT|8409 VAC14|55697
## V2 1.7233 0 0 436.3381 646.2353 870.1498 1106.699
## V3 1.0875 0 0 665.0353 377.9228 1233.6868 1268.081
## VAMP1|6843 VAMP2|6844 VAMP3|9341 VAMP4|8674 VAMP5|10791 VAMP7|6845
## V2 279.4115 2035.900 1681.246 341.5569 118.5626 1350.3733
## V3 588.5264 1134.312 1166.395 342.0337 1378.4666 601.9576
## VAMP8|8673 VANGL1|81839 VANGL2|57216 VAPA|9218 VAPB|9217 VARS2|57176
## V2 1482.722 1751.2115 147.8586 3391.787 2179.622 1775.7408
## V3 3227.841 665.5791 59.2713 2273.518 1795.541 770.9679
## VARS|7407 VASH1|22846 VASH2|79805 VASN|114990 VASP|7408 VAT1L|57687
## V2 2442.252 1003.8188 38.2571 204.3827 1177.01 2.7573
## V3 1762.371 586.2208 49.4834 753.1267 2037.52 18.4883
## VAT1|10493 VAV1|7409 VAV2|7410 VAV3|10451 VAX1|11023 VAX2|25806 VBP1|7411
## V2 5494.896 402.5615 1153.228 4333.395 0.0000 56.8687 1007.0931
## V3 3139.206 270.7993 1776.509 1074.497 101.1419 4.3502 422.5122
## VCAM1|7412 VCAN|1462 VCL|7414 VCPIP1|80124 VCP|7415 VCX2|51480 VCX3A|51481
## V2 342.9355 3569.976 2134.817 841.3122 5883.671 0 0.3447
## V3 779.2278 6827.080 1582.926 663.9478 8985.318 0 22.8385
## VCX3B|425054 VCX|26609 VCY|9084 VDAC1|7416 VDAC2|7417 VDAC3|7419 VDR|7421
## V2 0.0000 0.0000 0 4159.687 886.8071 1839.10 834.0743
## V3 1.6313 5.4377 0 3036.977 884.7200 2793.91 620.4459
## VEGFA|7422 VEGFB|7423 VEGFC|7424 VENTXP1|139538 VENTXP7|391518 VENTX|27287
## V2 5985.345 844.0695 59.6260 0 0 6.5485
## V3 2223.491 1982.5992 249.0484 0 0 8.7004
## VEPH1|79674 VEZF1|7716 VEZT|55591 VGF|7425 VGLL1|51442 VGLL2|245806
## V2 0.3447 2088.633 1466.523 327.0812 0.0000 0.0000
## V3 18.4883 1562.806 1324.089 5.9815 7.6128 0.5438
## VGLL3|389136 VGLL4|9686 VHLL|391104 VHL|7428 VIL1|7429 VILL|50853 VIM|7431
## V2 67.8978 1451.620 0.0000 809.6036 0.0000 198.5235 7698.951
## V3 178.9016 2081.251 2.7189 950.5166 1.6313 101.6857 16158.238
## VIPAR|63894 VIPR1|7433 VIPR2|7434 VIP|7432 VIT|5212 VKORC1L1|154807
## V2 491.8281 434.9594 2437.4444 2.7573 16.8883 1476.174
## V3 344.7526 688.9614 6.7863 0.5438 42.9581 1238.173
## VKORC1|79001 VLDLR|7436 VMA21|203547 VMAC|400673 VMO1|284013 VN1R1|57191
## V2 1532.350 178.1886 1366.2276 217.8244 10.3398 33.4319
## V3 1891.789 595.9761 371.3975 197.9337 89.7227 4.3502
## VN1R2|317701 VN1R4|317703 VN1R5|317705 VNN1|8876 VNN2|8875 VNN3|55350
## V2 0 0 0.3447 10.3398 8.2718 0.6893
## V3 0 0 4.8940 20.6634 18.4883 0.0000
## VOPP1|81552 VPRBP|9730 VPREB1|7441 VPREB3|29802 VPS11|55823 VPS13A|23230
## V2 596.9491 1050.4201 0.3447 5.8592 1124.9664 527.6727
## V3 1123.4367 664.5895 0.0000 9.2442 597.0636 566.6123
## VPS13B|157680 VPS13C|54832 VPS13D|55187 VPS16|64601 VPS18|57617 VPS24|51652
## V2 1693.6535 3044.027 3426.598 1369.550 923.6856 2206.161
## V3 980.9679 2831.974 1570.419 2353.464 413.8119 3229.494
## VPS25|84313 VPS26A|9559 VPS26B|112936 VPS28|51160 VPS29|51699 VPS33A|65082
## V2 1052.588 1169.0827 1888.0410 1635.406 779.2736 646.9177
## V3 1023.926 661.7727 943.9913 2860.794 991.2996 531.5171
## VPS33B|26276 VPS35|55737 VPS36|51028 VPS37A|137492 VPS37B|79720 VPS37C|55048
## V2 322.6007 3561.360 617.9733 1303.8581 511.4737 1586.120
## V3 441.0005 2656.335 775.9652 803.9424 1520.9353 3370.854
## VPS37D|155382 VPS39|23339 VPS41|27072 VPS45|11311 VPS4A|27183 VPS4B|9525
## V2 270.2125 2757.9599 1536.1444 4183.124 2784.154 1646.4352
## V3 248.5046 964.6547 952.1479 1202.828 2539.967 516.5851
## VPS52|6293 VPS53|55275 VPS54|51542 VPS72|6944 VPS8|23355 VRK1|7443 VRK2|7444
## V2 1482.722 974.6951 945.0545 2428.811 1113.9373 202.6594 314.3461
## V3 1816.748 821.0984 517.1289 1123.980 953.2355 210.4405 271.1854
## VRK3|51231 VSIG10L|147645 VSIG10|54621 VSIG1|340547 VSIG2|23584 VSIG4|11326
## V2 728.6088 19.9902 98.2278 11.7184 2.4126 26.1941
## V3 1113.1049 36.4328 793.3660 13.0506 3.2626 126.1555
## VSIG8|391123 VSNL1|7447 VSTM1|284415 VSTM2A|222008 VSTM2B|342865
## V2 2.0955 4.8252 0.3447 2.2782 0
## V3 29.7064 14.6819 0.5438 0.0000 0
## VSTM2L|128434 VSX1|30813 VSX2|338917 VTA1|51534 VTCN1|79679 VTI1A|143187
## V2 16.5436 4.1359 0.3447 439.7847 1.0340 227.6920
## V3 65.7966 6.5253 5.4377 652.5285 759.1082 299.9456
## VTI1B|10490 VTN|7448 VTRNA1-1|56664 VTRNA1-2|56663 VTRNA1-3|56662 VWA1|64856
## V2 646.0354 70.6551 0 0 0 2930.979
## V3 1022.9908 1.9413 0 0 0 2044.590
## VWA2|340706 VWA3A|146177 VWA3B|200403 VWA5A|4013 VWA5B1|127731 VWA5B2|90113
## V2 800.9871 20.3349 4.1359 732.7447 0.3447 57.5580
## V3 8.7004 8.7004 3.8064 114.1925 0.0000 66.3404
## VWC2L|402117 VWC2|375567 VWCE|220001 VWDE|221806 VWF|7450 WAC|51322
## V2 0 0 1.0340 7.9272 1817.386 2339.889
## V3 0 0 5.9815 0.5438 4076.672 1858.075
## WAPAL|23063 WARS2|10352 WARS|7453 WASF1|8936 WASF2|10163 WASF3|10810
## V2 1512.3629 333.9744 1371.398 61.0046 6764.274 207.4846
## V3 962.4796 162.5884 4854.812 103.8608 1443.176 256.1175
## WASH2P|375260 WASH3P|374666 WASH5P|375690 WASH7P|653635 WASL|8976 WAS|7454
## V2 755.4921 1126.6897 398.4256 3430.045 1924.919 191.6303
## V3 576.9440 523.1104 180.5329 2426.319 1715.606 294.7254
## WBP11P1|441818 WBP11|51729 WBP1|23559 WBP2NL|164684 WBP2|23558 WBP4|11193
## V2 11.7184 2447.422 1644.440 15.5131 2509.805 207.1400
## V3 9.2442 1815.117 3678.641 0.5438 4400.761 158.7819
## WBP5|51186 WBSCR16|81554 WBSCR17|64409 WBSCR22|114049 WBSCR26|171022
## V2 275.0377 1288.335 21.0242 1288.014 1.0340
## V3 257.2050 1789.560 5.9815 1957.629 13.0506
## WBSCR27|155368 WBSCR28|135886 WDFY1|57590 WDFY2|115825 WDFY3|23001
## V2 74.1016 20.3349 991.2388 92.3686 1889.7643
## V3 367.5911 6.5253 841.2181 233.8227 886.8951
## WDFY4|57705 WDHD1|11169 WDR11|55717 WDR12|55759 WDR13|64743 WDR16|146845
## V2 110.9801 222.9943 1222.5048 319.8434 1356.922 3.1019
## V3 251.2235 397.4986 544.3176 238.7167 2398.586 1.6313
## WDR17|116966 WDR18|57418 WDR19|57728 WDR1|9948 WDR20|91833 WDR24|84219
## V2 266.4213 663.1236 393.2557 4568.108 463.9108 465.9787
## V3 3.2626 1567.1561 167.4823 6339.315 532.3545 879.8260
## WDR25|79446 WDR26|80232 WDR27|253769 WDR31|114987 WDR33|55339 WDR34|89891
## V2 148.5480 3596.515 97.1938 167.1595 1005.025 1539.591
## V3 226.2099 4714.519 128.8744 134.8559 1675.911 4633.497
## WDR35|57539 WDR36|134430 WDR37|22884 WDR38|401551 WDR3|10885 WDR41|55255
## V2 712.0651 899.9042 531.8086 0.0000 1125.3111 592.1239
## V3 315.9326 405.1115 348.0152 7.0691 387.1669 330.6145
## WDR43|23160 WDR44|54521 WDR45L|56270 WDR45|11152 WDR46|9277 WDR47|22911
## V2 665.1915 427.7216 2019.011 1378.980 1082.918 536.2891
## V3 798.2599 251.2235 2768.352 1703.643 1123.437 280.0435
## WDR48|57599 WDR49|151790 WDR4|10785 WDR52|55779 WDR53|348793 WDR54|84058
## V2 874.7441 0.0000 199.2128 185.7711 175.7760 112.0141
## V3 1177.2703 0.5438 84.2849 439.9130 217.5095 478.5209
## WDR55|54853 WDR59|79726 WDR5B|54554 WDR5|11091 WDR60|55112 WDR61|80349
## V2 907.7934 895.0790 548.3522 1375.878 593.5025 982.6223
## V3 387.7162 809.6792 597.6074 1861.881 533.4421 1304.5133
## WDR62|284403 WDR63|126820 WDR64|128025 WDR65|149465 WDR66|144406 WDR67|93594
## V2 725.8515 5.5145 0.0000 9.9951 125.8005 174.3974
## V3 657.4225 1.6313 14.6819 3.8662 50.0272 332.2458
## WDR69|164781 WDR6|11180 WDR70|55100 WDR72|256764 WDR73|84942 WDR74|54663
## V2 0.0000 7798.706 484.5903 3667.1699 492.9035 1164.947
## V3 0.5438 3092.055 399.6737 174.5514 340.7885 822.186
## WDR75|84128 WDR76|79968 WDR77|79084 WDR78|79819 WDR7|23335 WDR81|124997
## V2 654.5071 458.3962 572.4783 71.3444 693.4536 1117.3839
## V3 581.8380 427.9500 538.8798 46.2208 268.6243 753.6705
## WDR82|80335 WDR83|84292 WDR85|92715 WDR86|349136 WDR87|83889 WDR88|126248
## V2 2133.783 199.2576 321.9113 20.3349 3.1019 10.6844
## V3 2083.741 384.4861 593.8010 36.9766 9.7879 21.2072
## WDR89|112840 WDR8|49856 WDR90|197335 WDR91|29062 WDR92|116143 WDR93|56964
## V2 344.3142 719.9923 2254.413 398.4256 215.7564 22.0582
## V3 179.4454 315.3888 1753.127 427.4062 272.9744 8.1566
## WDSUB1|151525 WDTC1|23038 WDYHV1|55093 WEE1|7465 WEE2|494551 WFDC10A|140832
## V2 262.9747 2557.369 164.0576 2347.471 1.7233 0
## V3 321.3703 1586.732 190.3208 1612.289 3.2626 0
## WFDC10B|280664 WFDC11|259239 WFDC12|128488 WFDC13|164237 WFDC1|58189
## V2 0.0000 0 0.0000 0 18.9562
## V3 1.0875 0 1.0875 0 23.3823
## WFDC2|10406 WFDC3|140686 WFDC5|149708 WFDC6|140870 WFDC8|90199 WFDC9|259240
## V2 181.2905 7.2378 0 0 0 0
## V3 271.3431 9.2442 0 0 0 0
## WFIKKN1|117166 WFIKKN2|124857 WFS1|7466 WHAMML1|339005 WHAMML2|440253
## V2 16.5436 0.0000 2720.047 169.5721 80.3055
## V3 17.4008 7.0691 1634.584 32.0827 20.1196
## WHAMM|123720 WHSC1L1|54904 WHSC1|7468 WHSC2|7469 WIBG|84305 WIF1|11197
## V2 442.1973 1826.002 2075.191 683.8031 312.2609 0.0000
## V3 383.9043 1338.771 1920.065 734.0946 511.6911 4.3502
## WIPF1|7456 WIPF2|147179 WIPF3|644150 WIPI1|55062 WIPI2|26100 WISP1|8840
## V2 420.1391 1931.1234 13.4417 173.0187 1596.460 146.1353
## V3 1162.0446 651.9848 6.5253 1548.6678 1750.408 246.3295
## WISP2|8839 WISP3|8838 WIT1|51352 WIZ|58525 WLS|79971 WNK1|65125 WNK2|65268
## V2 67.8978 1.3786 0.0000 2213.399 2079.6713 9595.302 574.4739
## V3 552.4742 17.9445 5.9815 1918.978 218.5971 3382.273 200.2066
## WNK3|65267 WNK4|65266 WNT10A|80326 WNT10B|7480 WNT11|7481 WNT16|51384
## V2 39.2911 82.9111 11.7184 7.2378 10.3398 1.3786
## V3 52.2023 47.5367 20.6634 47.8521 10.8755 1.6313
## WNT1|7471 WNT2B|7482 WNT2|7472 WNT3A|89780 WNT3|7473 WNT4|54361 WNT5A|7474
## V2 1.0340 6.5485 12.7524 0.3447 143.0334 232.6447 121.6646
## V3 7.6128 11.9630 193.5835 0.0000 22.2947 153.3442 215.3344
## WNT5B|81029 WNT6|7475 WNT7A|7476 WNT7B|7477 WNT8A|7478 WNT8B|7479 WNT9A|7483
## V2 12.0631 0.000 0.3447 217.1351 0 2.0680 99.2617
## V3 63.0778 4.894 0.0000 239.8042 0 3.8064 29.3638
## WNT9B|7484 WRAP53|55135 WRB|7485 WRNIP1|56897 WRN|7486 WSB1|26118
## V2 4.4806 201.9701 1077.7481 1383.116 437.0274 1778.784
## V3 0.0000 340.4024 431.7564 1054.921 209.3529 1241.979
## WSB2|55884 WSCD1|23302 WSCD2|9671 WT1|7490 WTAP|9589 WTIP|126374 WWC1|23286
## V2 803.7444 114.7714 157.8537 0.6893 567.9977 74.4463 1545.105
## V3 1658.5101 33.1702 3.8064 27.1887 1022.2947 87.5476 1602.501
## WWC2|80014 WWC3|55841 WWOX|51741 WWP1|11059 WWP2|11060 WWTR1|25937
## V2 184.3925 988.8262 194.3876 3897.402 1585.086 116.6774
## V3 335.5084 1533.9859 342.5775 2636.759 1424.687 171.0984
## XAB2|56949 XAF1|54739 XAGE1D|9503 XAGE2|9502 XAGE3|170626 XAGE5|170627
## V2 1509.950 242.6398 0.3447 0.0000 0 0.0000
## V3 2102.773 738.9886 11385.5356 0.5438 0 15.2257
## XBP1|7494 XCL1|6375 XCL2|6846 XCR1|2829 XDH|7498 XG|7499 XIAP|331
## V2 39530.99 1.0340 2.4126 2.4126 18.2669 2.068 2434.6699
## V3 33026.10 10.8755 25.5574 3.2626 26.1011 62.534 622.0772
## XIRP1|165904 XIRP2|129446 XIST|7503 XKR3|150165 XKR4|114786 XKR5|389610
## V2 1.7233 0.3447 1241.595 0.0000 0 3.4466
## V3 211.5280 0.0000 2495.008 1.0875 0 1.0875
## XKR6|286046 XKR7|343702 XKR8|55113 XKR9|389668 XKRX|402415 XKRY2|353515
## V2 22.0582 122.0092 373.9548 5.1699 14.8203 0
## V3 1.0875 0.0000 234.3665 38.0642 27.7325 0
## XKRY|9082 XK|7504 XPA|7507 XPC|7508 XPNPEP1|7511 XPNPEP2|7512 XPNPEP3|63929
## V2 0 279.1736 203.6934 1081.195 787.8901 1.3786 199.8987
## V3 0 173.4638 240.3480 1542.686 980.9679 3.8064 204.2741
## XPO1|7514 XPO4|64328 XPO5|57510 XPO6|23214 XPO7|23039 XPOT|11260 XPR1|9213
## V2 3729.553 647.6139 1375.533 2494.296 3015.075 8885.994 1137.0295
## V3 4408.918 327.8956 1404.024 2684.067 2624.796 1640.565 840.1305
## XRCC1|7515 XRCC2|7516 XRCC3|7517 XRCC4|7518 XRCC5|7520 XRCC6BP1|91419
## V2 929.2002 195.0769 305.0231 75.8249 5544.182 91.6792
## V3 1269.7118 157.1506 483.4149 82.1098 5200.653 176.1827
## XRCC6|2547 XRN1|54464 XRN2|22803 XRRA1|143570 XYLB|9942 XYLT1|64131
## V2 5380.469 1060.5152 3614.092 670.8508 259.8728 342.5909
## V3 5200.109 854.2686 2599.782 548.1403 183.2518 137.5748
## XYLT2|64132 YAF2|10138 YAP1|10413 YARS2|51067 YARS|8565 YBX1|4904 YBX2|51087
## V2 1385.528 372.2315 290.2027 388.4305 1778.095 4236.202 143.0334
## V3 5733.007 179.9891 741.7074 282.2186 1301.794 3728.113 757.4769
## YDJC|150223 YEATS2|55689 YEATS4|8089 YES1|7525 YIF1A|10897 YIF1B|90522
## V2 374.9888 879.0868 2517.3880 1252.835 962.6321 745.2730
## V3 1001.0875 1161.0223 279.4997 1201.196 1609.5704 788.8853
## YIPF1|54432 YIPF2|78992 YIPF3|25844 YIPF4|84272 YIPF5|81555 YIPF6|286451
## V2 845.7927 1298.330 2794.149 350.5180 1030.8745 608.3228
## V3 851.0060 1089.723 3114.736 653.0723 661.2289 154.9755
## YIPF7|285525 YJEFN3|374887 YKT6|10652 YLPM1|56252 YME1L1|10730 YOD1|55432
## V2 0 142.3820 1845.303 1944.565 2580.461 197.4895
## V3 0 312.4959 3268.624 1560.087 2128.331 202.2838
## YPEL1|29799 YPEL2|388403 YPEL3|83719 YPEL4|219539 YPEL5|51646 YRDC|79693
## V2 330.9138 773.7591 1249.388 5.8592 1354.165 562.6865
## V3 425.1060 1317.0201 1221.316 11.4192 2336.596 405.5084
## YSK4|80122 YTHDC1|91746 YTHDC2|64848 YTHDF1|54915 YTHDF2|51441 YTHDF3|253943
## V2 0.6893 1584.741 1512.0183 4438.861 2760.028 1894.245
## V3 0.5438 1533.986 473.0832 3415.443 1265.905 1182.708
## YWHAB|7529 YWHAE|7531 YWHAG|7532 YWHAH|7533 YWHAQ|10971 YWHAZ|7534
## V2 6457.872 9609.088 5469.391 2729.698 3475.540 13598.51
## V3 6949.429 8364.872 5264.274 5798.804 6650.354 14812.94
## YY1AP1|55249 YY1|7528 YY2|404281 ZACN|353174 ZADH2|284273 ZAK|51776 ZAN|7455
## V2 2910.988 1030.185 139.0492 1.2718 979.1757 925.4089 14.131
## V3 2613.921 1519.304 14.0402 0.6906 425.2311 1718.8363 0.000
## ZAP70|7535 ZAR1L|646799 ZAR1|326340 ZBBX|79740 ZBED1|9189 ZBED2|79413
## V2 48.9416 0.3447 0.0000 1.3786 1788.521 0.3447
## V3 320.8265 0.5438 1.0875 0.5438 1205.905 51.6585
## ZBED3|84327 ZBED4|9889 ZBED5|58486 ZBP1|81030 ZBTB10|65986 ZBTB11|27107
## V2 63.0726 697.9341 924.3750 14.1310 535.2552 1195.6594
## V3 11.4192 481.2398 575.8564 72.3219 373.5726 671.4464
## ZBTB12|221527 ZBTB16|7704 ZBTB17|7709 ZBTB1|22890 ZBTB20|26137 ZBTB22|9278
## V2 141.9133 156.1304 617.2840 813.4086 15.8543 878.5353
## V3 133.2246 4.3502 507.3409 522.4307 2.1751 665.5791
## ZBTB24|9841 ZBTB25|7597 ZBTB26|57684 ZBTB2|57621 ZBTB32|27033 ZBTB33|10009
## V2 254.7029 116.8290 112.7034 274.6931 9.6504 1139.7867
## V3 211.6857 119.3964 102.7732 368.6786 21.2072 345.8401
## ZBTB34|403341 ZBTB37|84614 ZBTB38|253461 ZBTB39|9880 ZBTB3|79842 ZBTB40|9923
## V2 259.1834 30.6746 1936.293 336.0424 362.9257 1407.9313
## V3 323.0016 23.3823 1564.981 212.0718 136.4872 343.1213
## ZBTB41|360023 ZBTB42|100128927 ZBTB43|23099 ZBTB44|29068 ZBTB45|84878
## V2 1066.0297 692.4196 361.5471 1125.6557 624.8664
## V3 655.7912 995.1060 495.9217 334.4209 661.2289
## ZBTB46|140685 ZBTB47|92999 ZBTB48|3104 ZBTB49|166793 ZBTB4|57659 ZBTB5|9925
## V2 220.5816 592.4685 490.7942 67.2085 3486.569 377.7461
## V3 564.4372 287.1126 231.6476 78.8472 1854.269 411.6368
## ZBTB6|10773 ZBTB7A|51341 ZBTB7B|51043 ZBTB7C|201501 ZBTB8A|653121
## V2 406.0081 1528.907 11175.562 421.1731 352.5618
## V3 336.5960 1017.944 1754.758 278.4122 102.2295
## ZBTB8B|728116 ZBTB8OS|339487 ZBTB9|221504 ZC3H10|84872 ZC3H11A|9877
## V2 1.0581 157.1644 570.4104 141.3101 3531.374
## V3 0.0000 164.7635 409.4617 229.4725 3656.335
## ZC3H12A|80149 ZC3H12B|340554 ZC3H12C|85463 ZC3H12D|340152 ZC3H13|23091
## V2 302.9551 27.2280 231.9554 4.4806 1001.9232
## V3 216.4220 11.4192 100.5982 22.8385 956.4981
## ZC3H14|79882 ZC3H15|55854 ZC3H18|124245 ZC3H3|23144 ZC3H4|23211 ZC3H6|376940
## V2 1071.5443 941.6079 1476.863 833.0404 1849.784 437.3720
## V3 860.7939 1268.0805 1504.622 1305.0571 2092.985 150.0816
## ZC3H7A|29066 ZC3H7B|23264 ZC3H8|84524 ZC3HAV1L|92092 ZC3HAV1|56829
## V2 854.4092 4396.813 80.9948 95.4705 1932.1574
## V3 917.3464 1812.942 282.7624 55.4649 772.1588
## ZC3HC1|51530 ZC4H2|55906 ZCCHC10|54819 ZCCHC11|23318 ZCCHC12|170261
## V2 330.5278 44.461 376.0228 500.7893 8.2718
## V3 405.1115 33.714 125.0680 532.8983 2.1751
## ZCCHC13|389874 ZCCHC14|23174 ZCCHC16|340595 ZCCHC17|51538 ZCCHC18|644353
## V2 0.3447 1891.143 0 1102.2189 6.5485
## V3 0.0000 1390.973 0 471.9956 15.2257
## ZCCHC24|219654 ZCCHC2|54877 ZCCHC3|85364 ZCCHC4|29063 ZCCHC5|203430
## V2 352.9306 654.5657 768.2445 184.3925 1.0340
## V3 495.3779 262.6427 862.9690 167.4823 1.6313
## ZCCHC6|79670 ZCCHC7|84186 ZCCHC8|55596 ZCCHC9|84240 ZCRB1|85437 ZCWPW1|55063
## V2 1018.4668 376.7121 560.4152 262.6300 991.2388 167.5042
## V3 501.3594 228.3850 602.5014 187.0582 796.0848 533.9859
## ZCWPW2|152098 ZDBF2|57683 ZDHHC11|79844 ZDHHC12|84885 ZDHHC13|54503
## V2 7.5825 24.1261 262.2854 460.8088 557.6580
## V3 3.8064 32.0827 368.1349 2225.6661 690.0489
## ZDHHC14|79683 ZDHHC15|158866 ZDHHC16|84287 ZDHHC17|23390 ZDHHC18|84243
## V2 69.6211 14.1310 513.1970 573.5123 769.9678
## V3 87.0038 6.5253 760.7395 469.8206 1128.8744
## ZDHHC19|131540 ZDHHC1|29800 ZDHHC20|253832 ZDHHC21|340481 ZDHHC22|283576
## V2 0.0000 576.6142 194.7322 142.6888 0.3447
## V3 1.0875 199.5650 171.8325 125.0680 0.0000
## ZDHHC23|254887 ZDHHC24|254359 ZDHHC2|51201 ZDHHC3|51304 ZDHHC4|55146
## V2 460.4642 809.6036 607.2888 945.3991 683.1138
## V3 121.8053 356.1718 57.6400 1383.9043 896.1392
## ZDHHC5|25921 ZDHHC6|64429 ZDHHC7|55625 ZDHHC8P1|150244 ZDHHC8|29801
## V2 3799.863 676.0035 1404.140 71.6890 615.5607
## V3 2770.528 679.9347 1389.886 110.3861 1077.7597
## ZDHHC9|51114 ZEB1|6935 ZEB2|9839 ZER1|10444 ZFAND1|79752 ZFAND2A|90637
## V2 2346.0926 378.1493 352.2413 1706.061 403.9401 163.7129
## V3 510.0598 371.2670 452.9636 2863.513 314.8450 301.2507
## ZFAND2B|130617 ZFAND3|60685 ZFAND5|7763 ZFAND6|54469 ZFATAS|594840
## V2 309.1590 1898.726 1966.623 1180.112 1.7130
## V3 498.6406 2319.195 2484.502 1460.033 0.6362
## ZFAT|57623 ZFC3H1|196441 ZFHX3|463 ZFHX4|79776 ZFP106|64397 ZFP112|7771
## V2 4583.2834 928.5109 1256.9294 143.0334 2617.6838 285.3775
## V3 298.9831 632.9527 974.2632 125.0680 471.9956 26.6449
## ZFP14|57677 ZFP161|7541 ZFP1|162239 ZFP28|140612 ZFP2|80108 ZFP30|22835
## V2 482.1777 480.7991 286.0668 322.2560 53.4221 657.6090
## V3 197.3899 260.4676 164.7635 204.4589 16.3132 232.1914
## ZFP36L1|677 ZFP36L2|678 ZFP36|7538 ZFP37|7539 ZFP3|124961 ZFP41|286128
## V2 1600.251 2572.189 926.7876 87.5433 541.4590 605.3105
## V3 3654.704 2149.538 2644.9157 60.3589 266.9929 552.1805
## ZFP42|132625 ZFP57|346171 ZFP62|643836 ZFP64|55734 ZFP82|284406 ZFP90|146198
## V2 0.6893 1.7233 1036.3891 849.2393 306.7464 1030.530
## V3 0.5438 1.6313 520.3915 415.4432 80.4785 490.484
## ZFP91-CNTF|386607 ZFP91|80829 ZFP92|139735 ZFPL1|7542 ZFPM1|161882
## V2 1.7715 3313.988 5.5145 556.2793 104.4316
## V3 0.0000 1592.713 1.6313 795.5411 190.3208
## ZFPM2|23414 ZFR2|23217 ZFR|51663 ZFX|7543 ZFYVE16|9765 ZFYVE19|84936
## V2 58.9367 392.9111 2156.875 2490.1600 1600.5956 717.2350
## V3 78.8472 381.7292 2370.310 390.4296 554.6493 648.1784
## ZFYVE1|53349 ZFYVE20|64145 ZFYVE21|79038 ZFYVE26|23503 ZFYVE27|118813
## V2 638.3081 879.5693 483.901 777.8950 900.5935
## V3 597.0636 743.3388 1053.834 397.4986 550.8428
## ZFYVE28|57732 ZFYVE9|9372 ZFY|7544 ZG16B|124220 ZG16|653808 ZGLP1|100125288
## V2 258.1495 1191.8302 0.3447 782.7202 0 69.2109
## V3 225.6661 222.9473 0.5438 1340.4024 0 84.7689
## ZGPAT|84619 ZHX1|11244 ZHX2|22882 ZHX3|23051 ZIC1|7545 ZIC2|7546 ZIC3|7547
## V2 1606.965 948.0082 610.0461 1479.9650 1.0340 2.4126 0.6893
## V3 2364.878 502.8874 664.4916 947.7977 43.5019 185.9706 0.0000
## ZIC4|84107 ZIC5|85416 ZIK1|284307 ZIM2|23619 ZIM3|114026 ZKSCAN1|7586
## V2 0.3447 0.3447 118.5626 0.0000 0 2655.9409
## V3 28.2762 34.2577 46.7645 2.9364 0 688.9614
## ZKSCAN2|342357 ZKSCAN3|80317 ZKSCAN4|387032 ZKSCAN5|23660 ZMAT1|84460
## V2 298.8192 207.4846 171.9848 460.4642 607.2888
## V3 311.5824 41.3268 102.7732 411.0930 325.1767
## ZMAT2|153527 ZMAT3|64393 ZMAT4|79698 ZMAT5|55954 ZMIZ1|57178 ZMIZ2|83637
## V2 1754.313 64.1065 1.0340 248.5817 4241.372 2125.856
## V3 1009.244 44.0457 1.6313 1071.8978 2431.756 3411.637
## ZMPSTE24|10269 ZMYM1|79830 ZMYM2|7750 ZMYM3|9203 ZMYM4|9202 ZMYM5|9205
## V2 2419.1603 463.5661 1735.357 2261.6512 2050.7200 246.4311
## V3 960.8483 210.9842 1001.631 825.4486 944.5351 276.2371
## ZMYM6|9204 ZMYND10|51364 ZMYND11|10771 ZMYND12|84217 ZMYND15|84225
## V2 636.3815 225.0622 2426.398 80.9948 29.2960
## V3 312.8439 87.0038 1139.206 26.6449 70.6906
## ZMYND17|118490 ZMYND19|116225 ZMYND8|23613 ZNF100|163227 ZNF101|94039
## V2 62.7279 443.9206 1915.269 217.4797 150.9606
## V3 76.1283 850.4622 2746.933 204.4589 113.6487
## ZNF107|51427 ZNF10|7556 ZNF114|163071 ZNF117|51351 ZNF121|7675 ZNF124|7678
## V2 1718.4689 228.5088 12.4077 1476.4322 140.6208 129.2471
## V3 516.0413 225.1223 3.2626 440.3752 38.0642 47.8521
## ZNF12|7559 ZNF131|7690 ZNF132|7691 ZNF133|7692 ZNF134|7693 ZNF135|7694
## V2 864.0597 804.0890 227.1302 513.8863 469.6976 22.7475
## V3 617.1833 455.6824 38.0642 507.3409 97.0201 71.2344
## ZNF136|7695 ZNF137|7696 ZNF138|7697 ZNF140|7699 ZNF141|7700 ZNF142|7701
## V2 344.3142 146.4800 378.7800 441.508 104.4316 648.2895
## V3 191.4084 154.4318 199.0212 370.310 51.6585 577.2703
## ZNF143|7702 ZNF146|7705 ZNF148|7707 ZNF14|7561 ZNF154|7710 ZNF155|7711
## V2 427.7216 2598.031 1477.552 347.4161 23.4368 204.2689
## V3 326.8080 1108.211 920.609 193.0397 15.2257 169.1136
## ZNF157|7712 ZNF160|90338 ZNF165|7718 ZNF167|55888 ZNF169|169841 ZNF16|7564
## V2 1.3786 775.1377 207.6466 117.5287 99.9511 353.9646
## V3 0.5438 907.5585 71.2670 57.0962 46.2208 265.3616
## ZNF174|7727 ZNF175|7728 ZNF177|7730 ZNF17|7565 ZNF180|7733 ZNF181|339318
## V2 336.3870 222.3049 59.6777 132.0043 342.2462 341.9016
## V3 186.5144 81.0223 117.9989 88.6351 176.7265 187.6020
## ZNF182|7569 ZNF184|7738 ZNF185|7739 ZNF187|7741 ZNF189|7743 ZNF18|7566
## V2 365.0454 287.7901 412.5566 480.7991 440.1293 258.1495
## V3 396.8407 201.1963 638.9342 215.3344 237.0854 176.1827
## ZNF192|7745 ZNF193|7746 ZNF195|7748 ZNF197|10168 ZNF19|7567 ZNF200|7752
## V2 557.6580 307.7803 472.1826 456.6729 201.8391 256.7708
## V3 213.7031 230.0163 272.4307 264.2741 82.1370 225.1223
## ZNF202|7753 ZNF204P|7754 ZNF205|7755 ZNF207|7756 ZNF208|7757 ZNF20|7568
## V2 250.2223 288.4794 356.4772 2913.746 7.9272 245.3902
## V3 106.5797 81.5661 421.1310 2244.154 25.0136 105.9434
## ZNF211|10520 ZNF212|7988 ZNF213|7760 ZNF214|7761 ZNF215|7762 ZNF217|7764
## V2 290.6198 414.6246 913.6905 89.6113 5.5145 3358.356
## V3 181.9358 558.9995 655.2474 4.3502 6.5253 1812.942
## ZNF219|51222 ZNF221|7638 ZNF222|7673 ZNF223|7766 ZNF224|7767 ZNF225|7768
## V2 578.3375 55.4901 90.9899 155.7858 382.7815 141.6548
## V3 554.6493 8.7004 74.4970 118.3306 358.2490 133.2246
## ZNF226|7769 ZNF227|7770 ZNF229|7772 ZNF22|7570 ZNF230|7773 ZNF232|7775
## V2 364.649 379.7210 306.7464 602.1844 178.8779 237.4699
## V3 240.348 311.1093 31.5389 534.1979 117.4551 199.5650
## ZNF233|353355 ZNF234|10780 ZNF235|9310 ZNF236|7776 ZNF238|10472 ZNF239|8187
## V2 152.6839 317.4308 93.8403 515.2649 46.5289 261.5960
## V3 15.2257 220.7722 114.6656 156.6069 70.6906 92.9853
## ZNF23|7571 ZNF248|57209 ZNF24|7572 ZNF250|58500 ZNF251|90987 ZNF252|286101
## V2 403.3818 329.8385 6015.330 359.0690 630.3810 992.6174
## V3 375.7205 120.1740 1138.662 292.0663 445.3507 577.4878
## ZNF253|56242 ZNF254|9534 ZNF256|10172 ZNF257|113835 ZNF259|8882 ZNF25|219749
## V2 420.8284 420.6182 118.9073 32.3979 486.6583 342.5909
## V3 172.3763 142.2186 108.2110 38.0642 352.9092 135.9434
## ZNF260|339324 ZNF263|10127 ZNF264|9422 ZNF266|10781 ZNF267|10308
## V2 1064.306 1085.1755 1516.4988 854.0646 267.4552
## V3 406.199 834.7417 236.5416 430.6688 328.4394
## ZNF268|10795 ZNF26|7574 ZNF271|10778 ZNF273|10793 ZNF274|10782 ZNF275|10838
## V2 357.7559 190.5963 917.4818 423.2410 325.0133 1162.8789
## V3 236.5416 245.7858 265.9054 159.8695 201.7401 222.4035
## ZNF276|92822 ZNF277|11179 ZNF280A|129025 ZNF280B|140883 ZNF280C|55609
## V2 864.7214 228.5088 0.0000 68.9318 107.8782
## V3 813.1702 336.0522 5.9815 17.9445 76.6721
## ZNF280D|54816 ZNF281|23528 ZNF282|8427 ZNF283|284349 ZNF284|342909
## V2 1057.1789 485.6243 992.6174 137.1742 57.5580
## V3 666.9222 222.9473 1320.8265 33.1702 61.1147
## ZNF285|26974 ZNF286A|57335 ZNF286B|729288 ZNF287|57336 ZNF28|7576
## V2 162.6790 335.0084 57.2134 193.6983 772.7251
## V3 18.4883 178.3578 8.7004 100.5982 620.4459
## ZNF292|23036 ZNF295|49854 ZNF296|162979 ZNF2|7549 ZNF300|91975 ZNF302|55900
## V2 591.0899 651.0605 173.0187 185.7711 143.0334 974.3505
## V3 815.1169 392.0609 676.4546 213.1593 54.9212 495.3779
## ZNF304|57343 ZNF30|90075 ZNF311|282890 ZNF317|57693 ZNF318|24149
## V2 613.1480 198.1788 118.9073 1012.9523 1083.2627
## V3 128.3306 137.5748 54.3774 613.9206 628.0587
## ZNF319|57567 ZNF320|162967 ZNF321|399669 ZNF322A|79692 ZNF322B|387328
## V2 492.5175 915.0692 41.4625 1124.9664 28.262
## V3 317.5639 556.8244 106.0794 332.2458 16.857
## ZNF323|64288 ZNF324B|388569 ZNF324|25799 ZNF326|284695 ZNF329|79673
## V2 188.1837 306.7464 347.4161 503.5465 393.9450
## V3 70.1468 262.6427 324.6330 352.9092 386.0794
## ZNF32|7580 ZNF330|27309 ZNF331|55422 ZNF333|84449 ZNF334|55713 ZNF335|63925
## V2 599.0170 393.2557 1057.7579 196.8002 9.6504 763.0746
## V3 325.1767 536.7047 606.8515 140.2936 14.6819 1027.7325
## ZNF337|26152 ZNF33A|7581 ZNF33B|7582 ZNF341|84905 ZNF343|79175 ZNF345|25850
## V2 1375.023 1448.6010 978.4864 448.4011 803.0551 153.0285
## V3 1032.447 374.1164 282.2186 606.3078 297.4443 77.2159
## ZNF346|23567 ZNF347|84671 ZNF34|80778 ZNF350|59348 ZNF354A|6940
## V2 314.3288 300.1978 149.9266 318.4648 473.9059
## V3 347.4715 144.6438 251.7673 101.1419 266.9929
## ZNF354B|117608 ZNF354C|30832 ZNF358|140467 ZNF35|7584 ZNF362|149076
## V2 188.1837 149.5819 1513.397 129.5917 725.1622
## V3 76.1283 33.1702 1521.479 91.3540 666.6667
## ZNF365|22891 ZNF366|167465 ZNF367|195828 ZNF37A|7587 ZNF37B|100129482
## V2 58.2473 17.5776 217.8244 891.2877 438.4060
## V3 36.4328 13.5943 339.3148 371.3975 171.8325
## ZNF382|84911 ZNF383|163087 ZNF384|171017 ZNF385A|25946 ZNF385B|151126
## V2 227.4748 127.1791 1230.432 1028.117 39.9804
## V3 69.6030 89.1789 1236.542 3059.271 11.4192
## ZNF385D|79750 ZNF389|651302 ZNF391|346157 ZNF394|84124 ZNF395|55893
## V2 1.3786 4.4806 46.5289 434.6148 1788.883
## V3 5.4377 2.1751 35.3453 477.4334 1946.607
## ZNF396|252884 ZNF397OS|100101467 ZNF397|84307 ZNF398|57541 ZNF3|7551
## V2 214.0331 439.5848 603.0082 895.4236 996.9119
## V3 22.8385 309.7499 154.6330 442.6319 896.3676
## ZNF404|342908 ZNF407|55628 ZNF408|79797 ZNF410|57862 ZNF414|84330
## V2 216.1011 540.7697 366.7170 828.7080 268.1446
## V3 51.1147 151.7129 407.2866 924.4426 311.5824
## ZNF415|55786 ZNF416|55659 ZNF417|147687 ZNF418|147686 ZNF419|79744
## V2 382.9160 199.5575 312.2609 225.7515 292.2707
## V3 231.6476 113.6487 125.6117 53.2898 170.7450
## ZNF41|7592 ZNF420|147923 ZNF423|23090 ZNF425|155054 ZNF426|79088
## V2 521.1241 309.1590 96.1598 298.1299 251.6009
## V3 365.4160 121.8053 127.2431 24.4698 19.5759
## ZNF428|126299 ZNF429|353088 ZNF430|80264 ZNF431|170959 ZNF432|9668
## V2 527.2074 227.8195 207.8293 211.2759 228.5088
## V3 458.0315 129.9619 75.5846 94.0729 106.0359
## ZNF433|163059 ZNF434|54925 ZNF436|80818 ZNF438|220929 ZNF439|90594
## V2 130.2810 489.7602 1246.5620 125.1112 288.4794
## V3 110.3861 274.0620 549.1517 142.4687 33.1702
## ZNF43|7594 ZNF440|126070 ZNF441|126068 ZNF442|79973 ZNF443|10224
## V2 982.9670 653.1285 397.0470 44.1163 221.9603
## V3 581.2942 150.6253 176.1827 28.2762 94.6166
## ZNF444|55311 ZNF445|353274 ZNF446|55663 ZNF449|203523 ZNF44|51710
## V2 401.5275 859.5791 518.6943 210.6486 188.7972
## V3 1324.6330 371.3975 467.1071 92.5503 237.7542
## ZNF451|26036 ZNF454|285676 ZNF45|7596 ZNF460|10794 ZNF461|92283 ZNF462|58499
## V2 881.6373 7.2378 477.0078 58.5920 207.1400 19.3009
## V3 731.8760 26.1011 272.4307 25.5574 114.7363 47.3083
## ZNF467|168544 ZNF468|90333 ZNF469|84627 ZNF470|388566 ZNF471|57573
## V2 404.6295 680.7012 480.1097 376.0228 145.7907
## V3 1334.9647 636.2153 273.5182 276.2371 361.0658
## ZNF473|25888 ZNF474|133923 ZNF479|90827 ZNF480|147657 ZNF483|158399
## V2 514.5756 1.3786 0 622.4538 21.0242
## V3 515.4976 2.7189 0 449.7009 14.1381
## ZNF484|83744 ZNF485|220992 ZNF486|90649 ZNF487|642819 ZNF488|118738
## V2 93.4025 23.4368 161.645 24.4708 6.5485
## V3 18.4883 35.3453 28.820 28.8200 5.4377
## ZNF48|197407 ZNF490|57474 ZNF491|126069 ZNF492|57615 ZNF493|284443
## V2 384.9839 467.0127 153.7178 0.6893 259.1834
## V3 454.0511 218.0533 60.3589 26.6449 107.1234
## ZNF496|84838 ZNF497|162968 ZNF498|221785 ZNF500|26048 ZNF501|115560
## V2 256.4262 226.5477 449.7798 404.2848 11.7184
## V3 205.5465 93.9804 553.0179 258.8363 100.0544
## ZNF502|91392 ZNF503|84858 ZNF506|440515 ZNF507|22847 ZNF510|22869
## V2 32.7426 33.4319 692.0749 731.7107 270.5572
## V3 13.0506 234.5623 302.3382 340.4024 323.5454
## ZNF511|118472 ZNF512B|57473 ZNF512|84450 ZNF513|130557 ZNF514|84874
## V2 266.9038 3330.293 907.4867 313.2949 361.2024
## V3 397.6890 3106.917 1224.5786 645.4595 361.0658
## ZNF516|9658 ZNF517|340385 ZNF518A|9849 ZNF518B|85460 ZNF519|162655
## V2 975.7291 294.6833 545.5949 287.1008 73.7570
## V3 50.0272 342.0337 498.0968 454.5949 32.6264
## ZNF521|25925 ZNF524|147807 ZNF525|170958 ZNF526|116115 ZNF527|84503
## V2 873.3655 328.1152 603.4976 446.6778 179.2226
## V3 181.6204 362.1533 251.2235 389.3420 88.0914
## ZNF528|84436 ZNF529|57711 ZNF530|348327 ZNF532|55205 ZNF534|147658
## V2 341.2122 563.1966 121.7645 1273.8590 6.2039
## V3 236.5416 292.4089 93.5454 527.4606 18.4883
## ZNF536|9745 ZNF540|163255 ZNF541|84215 ZNF542|147947 ZNF543|125919
## V2 1.0340 127.7133 168.5382 244.3631 212.3098
## V3 0.5438 97.3409 470.9081 430.6688 44.0457
## ZNF544|27300 ZNF546|339327 ZNF547|284306 ZNF548|147694 ZNF549|256051
## V2 778.6084 256.4262 117.0358 397.3916 390.8431
## V3 785.8184 47.8521 36.6667 194.1272 179.9891
## ZNF550|162972 ZNF551|90233 ZNF552|79818 ZNF554|115196 ZNF555|148254
## V2 363.2704 318.4648 767.8999 193.6983 135.7956
## V3 176.1827 82.1098 372.4850 223.4910 84.2849
## ZNF556|80032 ZNF557|79230 ZNF558|148156 ZNF559|84527 ZNF560|147741
## V2 39.2911 351.5520 587.9880 357.3595 0.6893
## V3 0.0000 178.9016 239.2605 216.4220 0.5438
## ZNF561|93134 ZNF562|54811 ZNF563|147837 ZNF564|163050 ZNF565|147929
## V2 929.2002 828.5598 78.2376 294.3386 134.7685
## V3 381.7292 211.5280 73.4095 255.5737 85.3725
## ZNF566|84924 ZNF567|163081 ZNF568|374900 ZNF569|148266 ZNF570|148268
## V2 327.0812 179.2226 224.4246 296.4376 121.9782
## V3 226.2099 120.1740 94.0566 138.1185 59.2713
## ZNF571|51276 ZNF572|137209 ZNF573|126231 ZNF574|64763 ZNF575|284346
## V2 143.3781 75.4803 56.8687 772.7251 24.4708
## V3 88.6351 137.0310 14.6819 1270.2556 46.7645
## ZNF576|79177 ZNF577|84765 ZNF578|147660 ZNF579|163033 ZNF57|126295
## V2 301.9797 348.7947 16.5436 330.8725 145.7907
## V3 241.5878 38.6079 81.0223 415.9869 97.8793
## ZNF580|51157 ZNF581|51545 ZNF582|147948 ZNF583|147949 ZNF584|201514
## V2 462.1013 529.4821 42.0484 136.8296 281.5863
## V3 662.0011 527.7760 46.2208 57.0962 165.8510
## ZNF585A|199704 ZNF585B|92285 ZNF586|54807 ZNF587|84914 ZNF589|51385
## V2 218.1690 158.1984 255.1751 1811.6164 492.1728
## V3 113.1049 45.1332 154.9755 538.6079 226.2099
## ZNF592|9640 ZNF593|51042 ZNF594|84622 ZNF595|152687 ZNF596|169270
## V2 2006.604 560.7599 266.4213 151.3052 78.2376
## V3 1037.520 276.2371 213.7031 179.4454 51.6585
## ZNF597|146434 ZNF598|90850 ZNF599|148103 ZNF600|162966 ZNF605|100289635
## V2 41.3591 1182.180 191.6303 272.6251 594.1918
## V3 44.0457 1177.814 78.3034 232.1914 188.1457
## ZNF606|80095 ZNF607|84775 ZNF608|57507 ZNF609|23060 ZNF610|162963
## V2 316.0452 396.7023 194.0429 2566.330 117.1840
## V3 398.8853 252.3110 34.8015 2537.792 170.2012
## ZNF611|81856 ZNF613|79898 ZNF614|80110 ZNF615|284370 ZNF616|90317
## V2 372.2315 143.3781 427.0323 350.8627 258.1495
## V3 199.0212 89.1789 50.0272 100.5982 186.5144
## ZNF618|114991 ZNF619|285267 ZNF620|253639 ZNF621|285268 ZNF622|90441
## V2 712.4098 123.3879 52.0435 994.3407 655.5411
## V3 470.3643 29.9076 45.6770 373.0288 884.1762
## ZNF623|9831 ZNF624|57547 ZNF625|90589 ZNF626|199777 ZNF627|199692
## V2 950.2244 124.0772 55.8416 596.2598 661.4003
## V3 462.7515 64.1653 16.9494 38.6079 302.3382
## ZNF628|89887 ZNF629|23361 ZNF630|57232 ZNF638|27332 ZNF639|51193
## V2 197.1448 1378.291 152.9768 2820.688 688.2837
## V3 231.6476 1435.563 63.7357 2312.126 436.1066
## ZNF641|121274 ZNF642|339559 ZNF643|65243 ZNF644|84146 ZNF645|158506
## V2 145.7907 147.1693 91.3346 1440.6739 0
## V3 72.8657 98.4231 22.2947 494.8341 0
## ZNF646|9726 ZNF648|127665 ZNF649|65251 ZNF652|22834 ZNF653|115950
## V2 1076.7142 5.5145 357.7559 2367.806 132.3490
## V3 980.9679 81.5661 52.2023 6731.919 182.1642
## ZNF654|55279 ZNF655|79027 ZNF658|26149 ZNF660|285349 ZNF662|389114
## V2 366.7170 1175.631 58.9367 7.2378 105.8103
## V3 311.5824 1489.940 8.7004 10.3317 244.6982
## ZNF664|144348 ZNF665|79788 ZNF667|63934 ZNF668|79759 ZNF669|79862
## V2 4555.356 74.1016 27.9174 359.4792 211.9652
## V3 2943.448 40.2393 108.2110 413.8119 61.9902
## ZNF670|93474 ZNF671|79891 ZNF672|79894 ZNF673|55634 ZNF674|641339
## V2 138.4977 300.8872 836.4870 223.3389 118.5626
## V3 42.3328 67.4279 934.7471 200.6525 101.1419
## ZNF675|171392 ZNF676|163223 ZNF677|342926 ZNF678|339500 ZNF679|168417
## V2 233.3340 1.7233 3.1019 82.3735 0
## V3 57.0962 2.7189 8.7004 44.5895 0
## ZNF680|340252 ZNF681|148213 ZNF682|91120 ZNF683|257101 ZNF684|127396
## V2 340.8676 321.5667 205.0720 2.0680 65.1405
## V3 247.4171 139.7499 96.7917 85.3725 29.9076
## ZNF687|57592 ZNF688|146542 ZNF689|115509 ZNF691|51058 ZNF692|55657
## V2 1730.584 360.4924 451.1584 296.4066 771.6911
## V3 1656.607 452.9581 134.3121 220.7722 828.7113
## ZNF695|57116 ZNF696|79943 ZNF697|90874 ZNF699|374879 ZNF69|7620 ZNF700|90592
## V2 36.9336 349.4840 338.4550 51.6988 63.0726 469.7700
## V3 32.7080 306.6884 158.2382 20.1196 66.8842 292.5503
## ZNF701|55762 ZNF702P|79986 ZNF703|80139 ZNF704|619279 ZNF705A|440077
## V2 266.0766 144.7567 1430.3341 138.2082 0.0000
## V3 176.1827 191.4084 137.5748 148.4502 0.5438
## ZNF705D|728957 ZNF706|51123 ZNF707|286075 ZNF708|7562 ZNF709|163051
## V2 0 1089.122 346.0375 264.0087 173.0187
## V3 0 1039.696 443.7194 157.1506 72.3219
## ZNF70|7621 ZNF710|374655 ZNF711|7552 ZNF713|349075 ZNF714|148206
## V2 144.7567 523.5368 22.0582 113.3755 348.1054
## V3 162.0446 376.2915 124.5242 56.3513 75.5846
## ZNF716|441234 ZNF717|100131827 ZNF718|255403 ZNF71|58491 ZNF720|124411
## V2 0.0000 42.0484 147.8586 338.4550 373.2655
## V3 0.5438 22.8385 71.7781 243.0669 272.4307
## ZNF721|170960 ZNF727|442319 ZNF732|654254 ZNF735|730291 ZNF737|100129842
## V2 630.6222 0.3447 4.1359 0 755.1475
## V3 225.4105 1.0875 13.5943 0 227.2974
## ZNF738|148203 ZNF740|283337 ZNF746|155061 ZNF747|65988 ZNF749|388567
## V2 253.3242 846.8267 787.8901 414.3488 158.5431
## V3 141.9250 500.2719 712.8874 559.6520 57.6400
## ZNF74|7625 ZNF750|79755 ZNF75A|7627 ZNF75D|7626 ZNF761|388561 ZNF763|284390
## V2 514.2310 3.4466 514.9203 499.0039 651.0605 97.5384
## V3 295.2692 234.3665 491.0277 221.2072 545.9489 47.3083
## ZNF764|92595 ZNF765|91661 ZNF766|90321 ZNF767|79970 ZNF768|79724 ZNF76|7629
## V2 479.7651 390.1538 674.4973 363.9597 1552.964 792.026
## V3 286.0250 193.5835 576.9440 380.0979 2224.470 1009.244
## ZNF770|54989 ZNF771|51333 ZNF772|400720 ZNF773|374928 ZNF774|342132
## V2 1798.7882 107.8920 554.9007 240.9165 38.6018
## V3 183.3116 94.6221 77.7597 98.4231 20.6634
## ZNF775|285971 ZNF776|284309 ZNF777|27153 ZNF778|197320 ZNF77|58492
## V2 108.5675 873.4792 754.8028 214.0331 123.0432
## V3 149.5378 288.7276 704.7308 47.8521 103.8608
## ZNF780A|284323 ZNF780B|163131 ZNF781|163115 ZNF782|158431 ZNF784|147808
## V2 448.7458 512.5077 14.131 141.9994 222.6496
## V3 320.2828 305.0571 11.963 33.7140 221.8597
## ZNF785|146540 ZNF786|136051 ZNF787|126208 ZNF788|388507 ZNF789|285989
## V2 529.0030 434.2701 493.8961 75.8249 85.4754
## V3 392.3274 243.0669 962.4796 25.0136 163.6759
## ZNF790|388536 ZNF791|163049 ZNF792|126375 ZNF793|390927 ZNF799|90576
## V2 176.8100 458.3962 202.6594 255.7368 242.9845
## V3 70.1468 159.3257 89.7227 82.6536 145.7314
## ZNF79|7633 ZNF7|7553 ZNF800|168850 ZNF804A|91752 ZNF804B|219578
## V2 123.0432 644.3707 565.2405 4.8252 0
## V3 190.3208 628.3796 359.4345 5.9815 0
## ZNF805|390980 ZNF808|388558 ZNF80|7634 ZNF813|126017 ZNF814|730051
## V2 482.1777 355.6879 1.0340 275.3824 945.8127
## V3 307.2322 234.3665 6.7591 79.9347 182.3219
## ZNF815|401303 ZNF816A|125893 ZNF81|347344 ZNF821|55565 ZNF823|55552
## V2 35.8445 206.0026 221.271 144.0674 196.8002
## V3 53.8336 233.7792 170.745 370.3100 172.9201
## ZNF826|664701 ZNF827|152485 ZNF828|283489 ZNF829|374899 ZNF830|91603
## V2 63.0726 269.5232 815.4628 71.3444 455.9836
## V3 40.7830 216.4220 386.0794 18.4883 636.7591
## ZNF831|128611 ZNF833|401898 ZNF835|90485 ZNF836|162962 ZNF837|116412
## V2 5.8592 36.8785 4.1359 303.2998 102.0190
## V3 45.6770 46.2208 7.0691 128.8744 60.9027
## ZNF839|55778 ZNF83|55769 ZNF841|284371 ZNF843|283933 ZNF844|284391
## V2 428.4109 1780.852 427.7216 6.2039 449.0904
## V3 414.3556 2020.120 272.4307 13.0506 102.2295
## ZNF845|91664 ZNF846|162993 ZNF84|7637 ZNF853|54753 ZNF85|7639 ZNF860|344787
## V2 358.4452 82.7181 950.569 244.7078 183.7032 61.3493
## V3 190.8646 48.9396 572.050 512.7787 87.0038 112.0174
## ZNF862|643641 ZNF876P|642280 ZNF878|729747 ZNF879|345462 ZNF880|400713
## V2 1438.6059 15.8543 7.9272 145.4460 64.4512
## V3 362.1533 8.7004 10.8755 112.5612 129.9619
## ZNF883|169834 ZNF8|7554 ZNF90|7643 ZNF91|7644 ZNF92|168374 ZNF93|81931
## V2 33.4319 162.4136 144.4120 1115.3159 1838.4102 134.0723
## V3 104.9483 125.6389 130.5057 60.9027 301.2507 95.7042
## ZNF98|148198 ZNF99|7652 ZNFX1|57169 ZNHIT1|10467 ZNHIT2|741 ZNHIT3|9326
## V2 0.6893 0.0000 1904.585 903.3508 256.4262 661.8208
## V3 14.6819 1.0875 2457.314 2040.7830 558.4557 852.4470
## ZNHIT6|54680 ZNRD1|30834 ZNRF1|84937 ZNRF2|223082 ZNRF3|84133 ZNRF4|148066
## V2 575.5802 397.9982 572.1336 414.9692 741.7058 0
## V3 240.3480 367.7379 515.4976 841.2181 373.5726 0
## ZP1|22917 ZP2|7783 ZP3|7784 ZP4|57829 ZPBP2|124626 ZPBP|11055 ZPLD1|131368
## V2 3.7912 0.0000 411.7915 0.0000 0.3447 1.034 53.7668
## V3 30.4513 4.3502 439.2224 0.5438 2.1751 0.000 3.2626
## ZRANB1|54764 ZRANB2|9406 ZRANB3|84083 ZRSR2|8233 ZSCAN10|84891
## V2 879.2247 2504.0842 72.0337 421.8624 2.7573
## V3 566.0685 627.6563 62.5340 349.6465 0.0000
## ZSCAN12P1|221584 ZSCAN12|9753 ZSCAN16|80345 ZSCAN18|65982 ZSCAN1|284312
## V2 128.1786 141.6548 225.0622 132.349 0.3447
## V3 58.2164 91.8978 174.5514 1549.755 18.4883
## ZSCAN20|7579 ZSCAN21|7589 ZSCAN22|342945 ZSCAN23|222696 ZSCAN29|146050
## V2 158.8877 253.5104 300.8872 38.2571 960.2195
## V3 27.7325 698.5209 197.3899 7.0691 588.3632
## ZSCAN2|54993 ZSCAN4|201516 ZSCAN5A|79149 ZSCAN5B|342933 ZSWIM1|90204
## V2 582.4734 0.3447 32.3979 1.0340 431.5128
## V3 236.5416 0.0000 127.7868 4.3502 507.3409
## ZSWIM2|151112 ZSWIM3|140831 ZSWIM4|65249 ZSWIM5|57643 ZSWIM6|57688
## V2 0.3447 180.2566 489.4155 454.9496 621.7645
## V3 0.0000 139.2061 475.8021 113.6487 242.5231
## ZSWIM7|125150 ZUFSP|221302 ZW10|9183 ZWILCH|55055 ZWINT|11130 ZXDA|7789
## V2 194.1084 89.9560 430.8235 415.824 931.9575 129.5917
## V3 217.1343 105.4921 340.4024 1161.327 965.1985 59.8151
## ZXDB|158586 ZXDC|79364 ZYG11A|440590 ZYG11B|79699 ZYX|7791 ZZEF1|23140
## V2 1007.7824 1658.498 258.4941 1208.3738 3507.248 1894.934
## V3 448.6134 1343.121 198.4774 603.5889 5504.622 1318.651
## ZZZ3|26009 psiTPTE22|387590 tAKR|389932 condition
## V2 1180.4565 1.7233 0 Tumor
## V3 406.7428 926.5905 0 TumorLets create another model table containing only the feature selected genes
df_featselect <- data.frame(feat_select)
colnames(df_featselect) <- "V1"
head(df_featselect, 3)## V1
## 1 FHL1|2273
## 2 ADAMTS4|9507
## 3 ABAT|18subset_featgenes <- ddata %>% inner_join(df_featselect) #subset the ddata with with feature selected genes## Joining, by = "V1"head(subset_featgenes, 1)## V1 V2 V3 V4 V5 V6 V7 V8 V9
## 1 ABAT|18 620.7305 240.348 375.34 1721.556 852.766 852.3244 801.956 343.6192
## V10 V11 V12 V13 V14 V15 V16 V17
## 1 454.5557 903.8128 2006.746 1034.595 6152.462 960.666 1062.978 1912.757
## V18 V19 V20 V21 V22 V23 V24 V25 V26
## 1 57.9893 2302.083 1206.863 166.5377 48.5224 1430.156 3961.569 67.4274 138.8353
## V27 V28 V29 V30 V31 V32 V33 V34 V35
## 1 1129.041 78.9359 54.033 1940.517 341.4832 807.4254 1224.155 433.9394 150.8525
## V36 V37 V38 V39 V40 V41 V42 V43
## 1 77.5355 913.2115 2229.893 8442.698 1085.721 3843.101 150.0836 1636.884
## V44 V45 V46 V47 V48 V49 V50 V51 V52
## 1 1313.728 1745.078 414.489 243.0939 610 18.5338 346.0859 56.5515 3093.987
## V53 V54 V55 V56 V57 V58 V59 V60
## 1 224.9788 2099.077 3609.884 1450.861 765.7814 167.4611 6109.111 1753.506
## V61 V62 V63 V64 V65 V66 V67 V68 V69
## 1 727.2481 5638.14 1445.263 1579.88 459.282 2877.058 221.1528 3294.877 571.0572
## V70 V71 V72 V73 V74 V75 V76 V77 V78
## 1 699.7693 150.289 1400.697 30.7989 87.6416 95.4079 400.9688 521.2299 3026.899
## V79 V80 V81 V82 V83 V84 V85 V86
## 1 1070.435 370.9107 2293.565 7418.311 306.4005 5253.454 1227.235 947.2284
## V87 V88 V89 V90 V91 V92 V93 V94 V95
## 1 1870.006 46.786 721.3436 1280.692 55.3656 3828.198 82.173 628.1433 1492.655
## V96 V97 V98 V99 V100 V101 V102 V103
## 1 1091.849 1542.406 214.6931 1976.019 966.6444 3311.142 1919.611 281.8381
## V104 V105 V106 V107 V108 V109 V110 V111 V112
## 1 3639.391 153.8462 383.0189 257.7904 1228.12 2539.617 135.916 49.51 22.6152
## V113 V114 V115 V116 V117 V118 V119 V120
## 1 257.2043 406.4493 117.5563 77.9285 357.3398 29.5518 200.3632 158.1601
## V121 V122 V123 V124 V125 V126 V127 V128
## 1 1069.882 1651.754 74.0237 1628.955 1754.169 1132.344 1226.349 289.5161
## V129 V130 V131 V132 V133 V134 V135 V136 V137
## 1 1565.934 619.464 3163.679 714.7844 224.5418 1929.189 124.8327 264.433 2811.38
## V138 V139 V140 V141 V142 V143 V144 V145 V146
## 1 118.2086 485.4588 58.5033 272.564 1834.137 482.7166 4783.48 1699.749 2539.156
## V147 V148 V149 V150 V151 V152 V153 V154
## 1 340.6082 185.0854 2757.18 168.4647 1365.14 661.6401 1603.636 928.5956
## V155 V156 V157 V158 V159 V160 V161 V162
## 1 655.8224 2244.434 966.4087 2244.349 2362.174 1211.971 1192.709 1876.971
## V163 V164 V165 V166 V167 V168 V169 V170 V171
## 1 62.1891 143.1232 1750.104 383.8451 119.1381 1583.92 824.5524 76.5568 58.642
## V172 V173 V174 V175 V176 V177 V178 V179
## 1 220.5076 150.467 988.5268 289.9635 3347.984 1567.925 1484.775 2184.491
## V180 V181 V182 V183 V184 V185 V186 V187
## 1 875.5348 1319.92 1181.489 795.1365 1174.615 773.0263 318.1703 371.0904
## V188 V189 V190 V191 V192 V193 V194 V195 V196
## 1 157.1809 248.4241 2897.86 935.783 1099.328 3166.878 196.7101 40.6699 1237.733
## V197 V198 V199 V200 V201 V202 V203 V204 V205
## 1 39.3157 2541.712 186.3653 680.0667 4190.398 3659.038 2031.2 8985.979 1783.622
## V206 V207 V208 V209 V210 V211 V212 V213
## 1 622.1739 909.7586 3673.857 3899.293 2897.054 671.9796 2916.213 595.612
## V214 V215 V216 V217 V218 V219 V220 V221
## 1 833.8352 328.0106 269.9873 2624.597 213.9123 135.8629 1414.516 991.6805
## V222 V223 V224 V225 V226 V227 V228 V229
## 1 151.9417 653.0679 2345.853 1985.802 288.9574 1262.762 364.1474 3699.986
## V230 V231 V232 V233 V234 V235 V236 V237
## 1 2822.78 155.4088 1171.946 417.3086 2615.055 1040.778 591.0184 1856.628
## V238 V239 V240 V241 V242 V243 V244 V245 V246
## 1 526.4769 341.2095 711.1674 594.2918 867.554 252.208 2213.17 4779.088 2122.079
## V247 V248 V249 V250 V251 V252 V253 V254
## 1 431.9111 137.8454 642.0414 3210.341 190.2655 1604.314 824.0458 221.0444
## V255 V256 V257 V258 V259 V260 V261 V262
## 1 3043.937 7349.299 4880.174 1093.999 1544.787 895.3488 457.286 270.1778
## V263 V264 V265 V266 V267 V268 V269 V270 V271
## 1 3214.16 8.9543 944.2815 657.2924 988.4107 1192.233 1002.104 1497.263 2991.967
## V272 V273 V274 V275 V276 V277 V278 V279
## 1 732.3255 586.8679 1364.183 1707.913 173.1245 1296.902 28.1856 1909.691
## V280 V281 V282 V283 V284 V285 V286 V287
## 1 725.9848 1248.281 1409.882 1737.104 701.2469 1731.089 858.2677 527.355
## V288 V289 V290 V291 V292 V293 V294 V295
## 1 865.2156 2048.846 482.8894 1098.548 849.0963 544.3299 3106.418 905.521
## V296 V297 V298 V299 V300 V301 V302 V303
## 1 367.7587 132.4035 1734.24 2421.272 56.1482 1018.145 652.2651 3326.611
## V304 V305 V306 V307 V308 V309 V310 V311
## 1 1826.163 57.4433 184.2908 89.4299 1121.542 2091.308 1271.249 208.2887
## V312 V313 V314 V315 V316 V317 V318 V319 V320
## 1 4421.979 755.017 2175.716 996.8487 146.4799 80.0461 404.3364 1274.979 42.2705
## V321 V322 V323 V324 V325 V326 V327 V328 V329
## 1 1048.824 87.6386 86.506 28.8268 985.4186 4300.359 284.5138 3285.01 85.6748
## V330 V331 V332 V333 V334 V335 V336 V337
## 1 1061.014 1191.225 822.8496 637.1579 883.6556 117.3844 696.9656 4971.443
## V338 V339 V340 V341 V342 V343 V344 V345
## 1 87.0521 1053.188 271.4819 649.8472 2307.074 6794.957 2252.238 286.0224
## V346 V347 V348 V349 V350 V351 V352 V353 V354
## 1 69.6072 1368.201 1080.335 2959.58 1838.3 1455.684 1558.952 698.2219 79.4525
## V355 V356 V357 V358 V359 V360 V361 V362
## 1 483.3526 212.0842 1164.314 337.9399 1083.049 137.6585 592.0942 96.7639
## V363 V364 V365 V366 V367 V368 V369 V370
## 1 3591.837 7593.161 1240.944 1349.691 385.7729 1069.615 988.8063 785.3955
## V371 V372 V373 V374 V375 V376 V377 V378
## 1 1445.811 981.0282 405.1496 1384.228 160.167 1202.614 240.4982 5044.283
## V379 V380 V381 V382 V383 V384 V385 V386
## 1 498.1251 124.0163 125.4826 4649.266 2056.031 1238.565 148.9847 3277.596
## V387 V388 V389 V390 V391 V392 V393 V394 V395
## 1 436.9205 372 1397.927 532.6196 1262.619 2562.752 115.0502 1189.127 244.4378
## V396 V397 V398 V399 V400 V401 V402 V403
## 1 1773.435 272.9292 405.9948 2024.534 1986.704 5601.836 144.9194 1199.667
## V404 V405 V406 V407 V408 V409 V410 V411
## 1 1092.751 92.3244 3642.036 3194.509 183.3661 296.9005 25.9822 183.3745
## V412 V413 V414 V415 V416 V417 V418 V419
## 1 502.5043 1448.393 4723.637 1624.073 78.6693 585.7818 2860.81 120.5771
## V420 V421 V422 V423 V424 V425 V426 V427
## 1 111.0098 228.3867 149.2914 1501.384 5069.986 1198.483 840.3805 337.4127
## V428 V429 V430 V431 V432 V433 V434 V435
## 1 2302.744 103.8223 86.0109 8348.492 2558.839 1583.648 3478.48 2017.026
## V436 V437 V438 V439 V440 V441 V442 V443
## 1 677.5047 107.6513 1012.599 1860.082 1106.555 2130.184 1476.149 2640.53
## V444 V445 V446 V447 V448 V449 V450 V451
## 1 5117.026 239.0102 3208.037 634.8969 1020.05 117.1822 543.9318 703.2685
## V452 V453 V454 V455 V456 V457 V458 V459
## 1 1948.986 740.9866 351.2693 358.5339 1974.815 465.0149 1424.891 46.4531
## V460 V461 V462 V463 V464 V465 V466 V467
## 1 927.1457 236.0673 727.697 3334.315 1769.675 853.6864 1556.946 1025.68
## V468 V469 V470 V471 V472 V473 V474 V475 V476
## 1 558.8181 94.1901 6897.189 747.3493 2362.47 124.1927 49.4665 101.0147 1975.48
## V477 V478 V479 V480 V481 V482 V483 V484
## 1 74.0656 576.7456 410.4525 1941.763 1188.752 7951.717 278.6003 1282.114
## V485 V486 V487 V488 V489 V490 V491 V492 V493
## 1 397.963 68.951 346.2428 1209.75 430.0365 2468.295 924.9125 725.8663 38.1981
## V494 V495 V496 V497 V498 V499 V500 V501
## 1 3670.816 397.5241 4121.896 1818.461 1019.751 1776.542 2525.907 2994.52
## V502 V503 V504 V505 V506 V507 V508 V509 V510
## 1 1255.682 52.0833 277.5393 155.7675 2154.436 3268.242 2852.082 2287 181.1471
## V511 V512 V513 V514 V515 V516 V517 V518
## 1 173.3081 776.8886 4954.484 2667.874 476.1517 1108.619 2009.348 676.2788
## V519 V520 V521 V522 V523 V524 V525 V526 V527
## 1 437.7821 58.2455 2208.333 205.4795 4175.413 354.0378 82.5648 1542.251 50.5297
## V528 V529 V530 V531 V532 V533 V534 V535 V536
## 1 820.4139 53.4181 2077.767 440.1152 893.8277 2702.617 147.4144 504.8104 790
## V537 V538 V539 V540 V541 V542 V543 V544
## 1 680.5737 991.2368 870.6277 1660.058 103.5768 536.5393 96.7463 263.3248
## V545 V546 V547 V548 V549 V550 V551 V552
## 1 217.9376 1929.953 250.8325 1245.576 389.564 237.6238 209.8407 341.6928
## V553 V554 V555 V556 V557 V558 V559 V560
## 1 627.1343 1512.467 464.2043 587.8641 918.9012 1746.316 109.6812 757.7614
## V561 V562 V563 V564 V565 V566 V567 V568
## 1 815.5653 218.2411 597.8178 556.051 1366.147 976.9308 862.7285 4444.885
## V569 V570 V571 V572 V573 V574 V575 V576
## 1 588.8412 698.0552 2286.787 1185.828 12431.12 805.0037 1720.645 466.4492
## V577 V578 V579 V580 V581 V582 V583 V584
## 1 153.6478 665.403 292.8523 1133.705 2086.341 1652.296 828.9527 5155.668
## V585 V586 V587 V588 V589 V590 V591 V592
## 1 1541.908 166.5221 770.3081 851.582 673.3295 1107.716 808.1444 2026.722
## V593 V594 V595 V596 V597 V598 V599 V600
## 1 238.1871 2209.721 907.7408 602.0794 145.1513 541.6348 4603.725 1164.617
## V601 V602 V603 V604 V605 V606 V607 V608
## 1 2869.696 1714.369 1974.254 521.8435 1020.08 3282.618 680.3714 1458.522
## V609 V610 V611 V612 V613 V614 V615 V616
## 1 2222.553 1120.124 643.2203 910.4213 201.7063 438.5105 1478.399 942.7002
## V617 V618 V619 V620 V621 V622 V623 V624
## 1 509.3458 4698.083 2303.459 1418.83 3993.085 168.0335 2136.346 1716.862
## V625 V626 V627 V628 V629 V630 V631 V632 V633
## 1 2174.444 70.5107 1629.235 825.5089 1584.67 2826.034 768.7548 352.2653 80.2876
## V634 V635 V636 V637 V638 V639 V640 V641 V642
## 1 4306.91 496.3504 1973.791 722.6208 1291.24 2603.253 747.5421 229.1886 1342.84
## V643 V644 V645 V646 V647 V648 V649 V650
## 1 3875.673 2864.253 1544.899 4597.256 426.1125 1670.803 297.779 716.1765
## V651 V652 V653 V654 V655 V656 V657 V658 V659
## 1 91.7453 7225.296 2070.964 2823.908 2512.94 183.0128 2291.879 39.375 1151.139
## V660 V661 V662 V663 V664 V665 V666 V667
## 1 3548.551 484.4029 459.1953 881.5299 1979.991 690.9167 60.4046 1087.263
## V668 V669 V670 V671 V672 V673 V674 V675
## 1 4398.563 714.9471 5540.494 521.3311 1105.923 1150.173 520.5973 457.0523
## V676 V677 V678 V679 V680 V681 V682 V683 V684
## 1 574.4428 399.9051 976.8301 29.3303 860.8491 871.9662 328.8126 174.5079 38.777
## V685 V686 V687 V688 V689 V690 V691 V692
## 1 449.8525 346.7531 125.3888 290.6906 582.7934 1364.754 416.4118 9179.269
## V693 V694 V695 V696 V697 V698 V699 V700
## 1 835.1784 2098.483 643.6131 1715.339 1684.702 1787.922 2153.338 991.7803
## V701 V702 V703 V704 V705 V706 V707 V708
## 1 538.2497 153.3498 470.8095 1659.443 3680.914 629.2497 82.0368 472.7481
## V709 V710 V711 V712 V713 V714 V715 V716
## 1 1649.595 755.8176 2590.255 780.4734 85.3255 524.9658 4626.74 334.2648
## V717 V718 V719 V720 V721 V722 V723 V724
## 1 1597.188 745.8084 422.7063 6123.452 313.3947 798.2042 468.3782 2231.918
## V725 V726 V727 V728 V729 V730 V731 V732
## 1 2128.343 520.5709 531.0376 303.353 251.8683 742.2941 409.2022 932.8789
## V733 V734 V735 V736 V737 V738 V739 V740
## 1 205.2837 1167.319 725.6158 495.142 470.3352 367.118 787.6518 686.6854
## V741 V742 V743 V744 V745 V746 V747 V748
## 1 264.9526 523.2593 217.8159 661.9424 2815.527 515.086 1065.094 525.0668
## V749 V750 V751 V752 V753 V754 V755 V756 V757
## 1 1018.775 42.881 1217.794 6770.85 266.6938 847.0392 1129.056 1457.688 1670.785
## V758 V759 V760 V761 V762 V763 V764 V765 V766
## 1 132.6342 42.3427 46.6694 3046.256 2947.767 179.2128 317.6356 992.911 5257.785
## V767 V768 V769 V770 V771 V772 V773 V774
## 1 181.6707 685.8006 5628.777 4603.977 878.6724 273.6243 290.1829 740.1544
## V775 V776 V777 V778 V779 V780 V781 V782
## 1 3361.356 242.2702 83.871 537.9713 904.5846 3907.562 614.1966 136.3636
## V783 V784 V785 V786 V787 V788 V789 V790
## 1 2909.162 87.1849 370.0925 1637.584 1549.242 1728.118 910.549 1523.156
## V791 V792 V793 V794 V795 V796 V797 V798
## 1 2280.824 305.4662 1249.197 1239.892 1168.207 5346.425 378.935 378.7674
## V799 V800 V801 V802 V803 V804 V805 V806
## 1 708.0232 45.1579 603.0184 501.8667 650.1595 933.1034 304.2672 210.6347
## V807 V808 V809 V810 V811 V812 V813 V814 V815
## 1 220.2429 557.6923 1637.168 424.17 392.6668 2215.093 2610.182 240.837 902.2186
## V816 V817 V818 V819 V820 V821 V822 V823
## 1 368.1319 297.1289 416.3013 514.5032 475.538 2024.744 426.4077 638.7689
## V824 V825 V826 V827 V828 V829 V830 V831
## 1 1377.429 156.2465 673.2848 1010.125 240.2982 57.4016 1667.459 135.4467
## V832 V833 V834 V835 V836 V837 V838 V839
## 1 4412.278 1954.437 1520.462 1740.591 3100.987 3097.446 2065.728 521.0573
## V840 V841 V842 V843 V844 V845 V846 V847
## 1 1810.953 2897.577 1596.546 2640.429 149.2094 484.6295 383.4848 49.6911
## V848 V849 V850 V851 V852 V853 V854 V855
## 1 168.2286 1568.038 6278.107 154.5617 1742.109 1364.904 102.9169 2608.77
## V856 V857 V858 V859 V860 V861 V862 V863
## 1 1057.187 201.0383 2177.462 500.1402 1314.045 1804.617 530.6005 41.9724
## V864 V865 V866 V867 V868 V869 V870 V871 V872
## 1 1446.692 59.295 1067.012 339.6388 1139.026 4566.591 4474.953 119.766 242.655
## V873 V874 V875 V876 V877 V878 V879 V880
## 1 1845.154 1231.38 871.571 2478.188 187.9755 1462.271 2573.394 881.2879
## V881 V882 V883 V884 V885 V886 V887 V888
## 1 1245.757 867.0569 3615.764 415.7051 4726.548 2521.653 727.0871 217.7059
## V889 V890 V891 V892 V893 V894 V895 V896 V897
## 1 1637.122 2326.316 3145.1 2595.052 2661.702 42.8858 2904.609 271.1254 3251.577
## V898 V899 V900 V901 V902 V903 V904 V905 V906
## 1 48.1486 648.8585 700.3266 1577.873 1878.204 259.2238 91.6183 35.9979 481.1659
## V907 V908 V909 V910 V911 V912 V913 V914
## 1 138.8102 334.8175 794.3681 3163.515 3686.879 426.9205 5633.884 242.6517
## V915 V916 V917 V918 V919 V920 V921 V922 V923
## 1 128.5237 72.8636 331.3303 1556.427 3000 1341.506 7104.332 2678.644 3477.765
## V924 V925 V926 V927 V928 V929 V930 V931
## 1 4392.213 4301.006 359.2814 4379.2 1637.102 232.5469 8904.345 6345.804
## V932 V933 V934 V935 V936 V937 V938 V939
## 1 854.9326 615.703 686.0561 2369.424 1206.855 147.4144 107.261 1880.009
## V940 V941 V942 V943 V944 V945 V946 V947
## 1 251.3128 111.2143 1493.634 1941.973 561.6731 334.4489 505.7963 3732.697
## V948 V949 V950 V951 V952 V953 V954 V955
## 1 4978.108 940.7661 4154.727 518.7731 477.4665 430.4815 97.4974 3366.089
## V956 V957 V958 V959 V960 V961 V962 V963
## 1 1200.556 5287.63 951.7711 1712.647 5441.315 3365.173 727.1987 99.4783
## V964 V965 V966 V967 V968 V969 V970 V971 V972
## 1 3547.611 4532.74 790.8322 496.5178 1190.61 445.0095 27.3342 919.0225 96.4692
## V973 V974 V975 V976 V977 V978 V979 V980 V981
## 1 157.4519 12.912 902.26 275.3494 238.7387 263.1774 2287.065 1562.51 940.0361
## V982 V983 V984 V985 V986 V987 V988 V989 V990
## 1 2638.844 400.3499 94.3494 14.0292 158.5701 95.0295 3012.009 636.2219 1498.102
## V991 V992 V993 V994 V995 V996 V997 V998
## 1 806.8654 10501.14 350.0697 750.1188 116.9563 689.3825 160.953 359.835
## V999 V1000 V1001 V1002 V1003 V1004 V1005 V1006
## 1 473.0983 105.5465 278.7389 275.8607 1439.861 183.945 1045.749 381.0376
## V1007 V1008 V1009 V1010 V1011 V1012 V1013 V1014 V1015
## 1 3795.372 4021.02 6568.3 2518.32 6127.486 3302.208 2878.507 7294.13 1503.239
## V1016 V1017 V1018 V1019 V1020 V1021 V1022 V1023
## 1 4280.301 276.699 4348.346 2669.021 605.294 3777.315 182.8192 2517.361
## V1024 V1025 V1026 V1027 V1028 V1029 V1030 V1031
## 1 398.5079 4075.642 1097.725 194.6228 236.1952 4614.603 390.2848 302.2758
## V1032 V1033 V1034 V1035 V1036 V1037 V1038 V1039
## 1 235.3396 4266.517 2961.077 1611.982 717.7123 2029.137 1350.148 419.0465
## V1040 V1041 V1042 V1043 V1044 V1045 V1046 V1047
## 1 1676.205 2103.332 53.7977 6118.893 249.4749 139.8236 1196.895 1978.716
## V1048 V1049 V1050 V1051 V1052 V1053 V1054 V1055 V1056
## 1 166.0732 6280.741 3268.146 528.7939 71.6994 786.119 495.1701 2335.94 118.1421
## V1057 V1058 V1059 V1060 V1061 V1062 V1063 V1064
## 1 1459.458 3357.497 23.6967 1685.234 211.8863 2072.924 1980.431 828.9877
## V1065 V1066 V1067 V1068 V1069 V1070 V1071 V1072 V1073
## 1 953.5392 2498.373 1028.555 1211.331 631.6971 1476.367 2155.61 1925 374.7888
## V1074 V1075 V1076 V1077 V1078 V1079 V1080 V1081
## 1 408.7553 100.7798 1746.701 710.5943 550.3923 715.8177 275.8621 5537.347
## V1082 V1083 V1084 V1085 V1086 V1087 V1088 V1089
## 1 83.5232 4208.623 5860.034 293.4603 133.6918 1101.463 135.8652 150.9878
## V1090 V1091 V1092 V1093 V1094 V1095 V1096 V1097
## 1 263.6545 4733.37 2356.243 1594.475 395.1729 559.3881 2662.959 1504.519
## V1098 V1099 V1100 V1101 V1102 V1103 V1104 V1105 V1106
## 1 1195.385 2145.632 98.5287 1439.816 1321.209 1034.799 7944.44 75.188 2781.696
## V1107 V1108 V1109 V1110 V1111 V1112 V1113 V1114
## 1 541.3219 43.9504 223.2262 316.8947 162.6315 2026.753 2523.344 402.6846
## V1115 V1116 V1117 V1118 V1119 V1120 V1121 V1122
## 1 103.9529 587.3816 73.2932 223.7288 3702.532 1782.49 1249.658 2065.607
## V1123 V1124 V1125 V1126 V1127 V1128 V1129 V1130
## 1 2242.576 1176.181 106.0606 4946.62 906.0467 20.4223 3324.698 1638.965
## V1131 V1132 V1133 V1134 V1135 V1136 V1137 V1138
## 1 1659.136 953.1067 57.9068 810.7014 138.3285 2968.102 1562.921 757.9162
## V1139 V1140 V1141 V1142 V1143 V1144 V1145 V1146
## 1 496.6335 1128.825 370.5335 538.0448 317.4053 2077.922 1286.022 1979.264
## V1147 V1148 V1149 V1150 V1151 V1152 V1153 V1154
## 1 490.6381 377.7429 183.3953 155.5154 1564.18 550.6359 29.8926 155.2304
## V1155 V1156 V1157 V1158 V1159 V1160 V1161 V1162
## 1 326.4463 156.6411 177.7003 651.1299 102.8332 1940.643 3147.93 8948.357
## V1163 V1164 V1165 V1166 V1167 V1168 V1169 V1170
## 1 2017.497 509.9949 39.6607 1775.848 437.7167 1541.253 3894.537 20.5927
## V1171 V1172 V1173 V1174 V1175 V1176 V1177 V1178
## 1 2781.654 284.9134 311.509 59.3081 1285.238 262.4935 712.9338 1911.097
## V1179 V1180 V1181 V1182 V1183 V1184 V1185 V1186 V1187
## 1 2332.186 1436.646 466.467 248.2014 110.4768 5329.67 1502.282 1415.26 1627.642
## V1188 V1189 V1190 V1191 V1192 V1193 V1194 V1195
## 1 1055.169 2691.095 85.5053 1441.638 637.6574 57.2222 629.7635 2983.101
## V1196 V1197 V1198 V1199 V1200 V1201 V1202 V1203 V1204
## 1 1012.204 314.1487 95.704 806.7526 874.5766 2413.529 162.819 1587.336 608.416
## V1205 V1206 V1207 V1208 V1209 V1210 V1211 V1212
## 1 137.4819 1419.505 1230.66 323.3438 949.7047 1287.795 600.3779 481.4383
## V1213
## 1 769.378genes_V1torownames <- column_to_rownames(subset_featgenes, var = "V1")
genes_transpose_ddata <- as.data.frame(t(as.matrix(genes_V1torownames)))
head(genes_transpose_ddata, 1)## ABAT|18 ABCA5|23461 ABCA7|10347 ABCA8|10351 ADAM32|203102 ADAMTS4|9507
## V2 620.7305 795.0934 596.9491 58.592 50.3202 391.5324
## ADRB1|153 ANGPT4|51378 ANXA13|312 ARHGAP1|392 BMS1|9790 BTNL8|79908
## V2 1.034 1.034 0 4285.143 1238.359 0.3447
## C1QTNF9B|387911 C21orf33|8209 CA3|761 CABYR|26256 CAT|847 CAV1|857
## V2 0.3447 2222.015 13.097 116.15 1034.321 375.3335
## CCDC45|90799 CCL14-CCL15|348249 CD300LF|146722 CD33|945 CDC14A|8556
## V2 558.0026 0 29.9853 26.1941 1786.711
## CEP57|9702 CHP|11261 CORO1C|23603 CRHR2|1395 CXADRP3|440224 CXorf23|256643
## V2 754.4582 2299.564 1382.082 0.6893 0.6893 365.683
## DSE|29940 E2F4|1874 EFCAB1|79645 EXPH5|23086 FAM120C|54954 FAM134B|54463
## V2 241.1026 1251.111 1.7233 386.3625 1338.31 954.0156
## FAM135A|57579 FAM63B|54629 FGD4|121512 FHL1|2273 FLT3|2322 FOXJ1|2302
## V2 55.1454 287.7901 225.7515 171.6401 98.9171 13.7864
## FOXR2|139628 FUT3|2525 GGCX|2677 GIMAP2|26157 GMPPB|29925 GNAT2|2780
## V2 0 8.9611 874.3994 252.2903 451.1584 1.7233
## GPR12|2835 GPR81|27198 GRXCR2|643226 HLA-DPB1|3115 HOMER2|9455 IL23R|149233
## V2 0.6893 244.015 0 1314.139 965.734 0
## ITSN1|6453 KLHL10|317719 LCE3D|84648 LDLRAP1|26119 LGALS3|3958 LGI4|163175
## V2 1191.141 5.5145 0 1020.535 536.2891 23.0921
## LIX1L|128077 LOC285375|285375 LOC647979|647979 LRRC57|255252 LRRC61|65999
## V2 292.6153 0 13103.24 498.7213 614.5267
## LYPLA1|10434 MAGEC2|51438 MARCKSL1|65108 MESDC1|59274 MLL2|8085 NICN1|84276
## V2 1158.054 251.2563 10081.62 640.7208 3330.466 607.2578
## NPVF|64111 NPW|283869 OTUB2|78990 PAFAH1B3|5050 PAG1|55824 PCYT1B|9468
## V2 0 1.3786 178.1886 1808.694 90.3006 1.3786
## PDPN|10630 PLEKHA2|59339 PLGLA|285189 POTEE|445582 PPIL3|53938 PRM3|58531
## V2 127.8684 483.901 0 0.3447 203.6934 0
## RBM17|84991 RBM18|92400 SCARNA7|677767 SCCPDH|51097 SCRN3|79634 SGCG|6445
## V2 1019.501 721.7156 1.7233 1178.044 378.4354 1.7233
## SGK3|23678 SH3BGRL2|83699 SNRPA|6626 SOD1|6647 SS18L2|51188 TAS2R40|259286
## V2 270.0643 145.446 1189.073 5659.987 206.4506 0.3447
## TIE1|7075 TP53I3|9540 TP53TG3B|729355 TPP2|7174 TRAPPC10|7109 TRMT61B|55006
## V2 465.6341 117.184 0 990.5495 1899.07 271.0673genes_rowtocoltrpddata <- rownames_to_column(genes_transpose_ddata, var = "C1")
head(genes_rowtocoltrpddata, 2)## C1 ABAT|18 ABCA5|23461 ABCA7|10347 ABCA8|10351 ADAM32|203102 ADAMTS4|9507
## 1 V2 620.7305 795.0934 596.9491 58.5920 50.3202 391.5324
## 2 V3 240.3480 388.7983 763.4584 20.1196 2.1751 884.1762
## ADRB1|153 ANGPT4|51378 ANXA13|312 ARHGAP1|392 BMS1|9790 BTNL8|79908
## 1 1.0340 1.0340 0.000 4285.143 1238.359 0.3447
## 2 8.7004 1.0875 4.894 6059.815 1170.745 3.2626
## C1QTNF9B|387911 C21orf33|8209 CA3|761 CABYR|26256 CAT|847 CAV1|857
## 1 0.3447 2222.015 13.0970 116.1500 1034.321 375.3335
## 2 2.5449 1514.410 40.7069 98.9668 1733.551 834.6928
## CCDC45|90799 CCL14-CCL15|348249 CD300LF|146722 CD33|945 CDC14A|8556
## 1 558.0026 0 29.9853 26.1941 1786.7113
## 2 4696.0305 0 52.2023 73.9532 77.2159
## CEP57|9702 CHP|11261 CORO1C|23603 CRHR2|1395 CXADRP3|440224 CXorf23|256643
## 1 754.4582 2299.564 1382.082 0.6893 0.6893 365.6830
## 2 389.3420 1210.440 1800.435 1.0875 1.6313 381.1854
## DSE|29940 E2F4|1874 EFCAB1|79645 EXPH5|23086 FAM120C|54954 FAM134B|54463
## 1 241.1026 1251.111 1.7233 386.3625 1338.3102 954.0156
## 2 519.6030 1265.362 3.2626 846.6558 559.5432 515.4976
## FAM135A|57579 FAM63B|54629 FGD4|121512 FHL1|2273 FLT3|2322 FOXJ1|2302
## 1 55.1454 287.7901 225.7515 171.6401 98.9171 13.7864
## 2 57.0962 292.0065 187.0582 331.7020 23.9260 5.9815
## FOXR2|139628 FUT3|2525 GGCX|2677 GIMAP2|26157 GMPPB|29925 GNAT2|2780
## 1 0 8.9611 874.3994 252.2903 451.1584 1.7233
## 2 0 197.9337 1017.9445 286.5688 505.1659 1.6313
## GPR12|2835 GPR81|27198 GRXCR2|643226 HLA-DPB1|3115 HOMER2|9455 IL23R|149233
## 1 0.6893 244.0150 0 1314.139 965.7340 0
## 2 0.5438 327.6074 0 4330.614 73.4095 0
## ITSN1|6453 KLHL10|317719 LCE3D|84648 LDLRAP1|26119 LGALS3|3958 LGI4|163175
## 1 1191.1409 5.5145 0 1020.535 536.2891 23.0921
## 2 666.1229 2.1751 0 1357.803 8563.8934 60.3589
## LIX1L|128077 LOC285375|285375 LOC647979|647979 LRRC57|255252 LRRC61|65999
## 1 292.6153 0.0000 13103.239 498.7213 614.5267
## 2 269.1680 0.5438 9126.156 140.8374 637.8467
## LYPLA1|10434 MAGEC2|51438 MARCKSL1|65108 MESDC1|59274 MLL2|8085 NICN1|84276
## 1 1158.054 251.2563 10081.615 640.7208 3330.466 607.2578
## 2 1847.743 29.9076 4824.361 1001.0875 2336.052 387.1071
## NPVF|64111 NPW|283869 OTUB2|78990 PAFAH1B3|5050 PAG1|55824 PCYT1B|9468
## 1 0 1.3786 178.1886 1808.694 90.3006 1.3786
## 2 0 2.7189 64.1653 2961.082 230.5601 4.3502
## PDPN|10630 PLEKHA2|59339 PLGLA|285189 POTEE|445582 PPIL3|53938 PRM3|58531
## 1 127.8684 483.9010 0 0.3447 203.6934 0
## 2 486.6775 681.8923 0 2.1751 220.7722 0
## RBM17|84991 RBM18|92400 SCARNA7|677767 SCCPDH|51097 SCRN3|79634 SGCG|6445
## 1 1019.5008 721.7156 1.7233 1178.0439 378.4354 1.7233
## 2 880.9135 876.0196 0.0000 450.2447 347.4715 280.5873
## SGK3|23678 SH3BGRL2|83699 SNRPA|6626 SOD1|6647 SS18L2|51188 TAS2R40|259286
## 1 270.0643 145.4460 1189.073 5659.987 206.4506 0.3447
## 2 234.6003 308.3197 1750.952 5340.402 191.9521 1.0875
## TIE1|7075 TP53I3|9540 TP53TG3B|729355 TPP2|7174 TRAPPC10|7109 TRMT61B|55006
## 1 465.6341 117.1840 0.0000 990.5495 1899.0701 271.0673
## 2 575.3127 374.6601 11.4192 504.0783 993.4747 267.4769#select the C1 and the class column of the sample_phenotype
genes_mod_data <- genes_rowtocoltrpddata %>% inner_join(sp_reduced, by = "C1")
head(genes_mod_data, 2)## C1 ABAT|18 ABCA5|23461 ABCA7|10347 ABCA8|10351 ADAM32|203102 ADAMTS4|9507
## 1 V2 620.7305 795.0934 596.9491 58.5920 50.3202 391.5324
## 2 V3 240.3480 388.7983 763.4584 20.1196 2.1751 884.1762
## ADRB1|153 ANGPT4|51378 ANXA13|312 ARHGAP1|392 BMS1|9790 BTNL8|79908
## 1 1.0340 1.0340 0.000 4285.143 1238.359 0.3447
## 2 8.7004 1.0875 4.894 6059.815 1170.745 3.2626
## C1QTNF9B|387911 C21orf33|8209 CA3|761 CABYR|26256 CAT|847 CAV1|857
## 1 0.3447 2222.015 13.0970 116.1500 1034.321 375.3335
## 2 2.5449 1514.410 40.7069 98.9668 1733.551 834.6928
## CCDC45|90799 CCL14-CCL15|348249 CD300LF|146722 CD33|945 CDC14A|8556
## 1 558.0026 0 29.9853 26.1941 1786.7113
## 2 4696.0305 0 52.2023 73.9532 77.2159
## CEP57|9702 CHP|11261 CORO1C|23603 CRHR2|1395 CXADRP3|440224 CXorf23|256643
## 1 754.4582 2299.564 1382.082 0.6893 0.6893 365.6830
## 2 389.3420 1210.440 1800.435 1.0875 1.6313 381.1854
## DSE|29940 E2F4|1874 EFCAB1|79645 EXPH5|23086 FAM120C|54954 FAM134B|54463
## 1 241.1026 1251.111 1.7233 386.3625 1338.3102 954.0156
## 2 519.6030 1265.362 3.2626 846.6558 559.5432 515.4976
## FAM135A|57579 FAM63B|54629 FGD4|121512 FHL1|2273 FLT3|2322 FOXJ1|2302
## 1 55.1454 287.7901 225.7515 171.6401 98.9171 13.7864
## 2 57.0962 292.0065 187.0582 331.7020 23.9260 5.9815
## FOXR2|139628 FUT3|2525 GGCX|2677 GIMAP2|26157 GMPPB|29925 GNAT2|2780
## 1 0 8.9611 874.3994 252.2903 451.1584 1.7233
## 2 0 197.9337 1017.9445 286.5688 505.1659 1.6313
## GPR12|2835 GPR81|27198 GRXCR2|643226 HLA-DPB1|3115 HOMER2|9455 IL23R|149233
## 1 0.6893 244.0150 0 1314.139 965.7340 0
## 2 0.5438 327.6074 0 4330.614 73.4095 0
## ITSN1|6453 KLHL10|317719 LCE3D|84648 LDLRAP1|26119 LGALS3|3958 LGI4|163175
## 1 1191.1409 5.5145 0 1020.535 536.2891 23.0921
## 2 666.1229 2.1751 0 1357.803 8563.8934 60.3589
## LIX1L|128077 LOC285375|285375 LOC647979|647979 LRRC57|255252 LRRC61|65999
## 1 292.6153 0.0000 13103.239 498.7213 614.5267
## 2 269.1680 0.5438 9126.156 140.8374 637.8467
## LYPLA1|10434 MAGEC2|51438 MARCKSL1|65108 MESDC1|59274 MLL2|8085 NICN1|84276
## 1 1158.054 251.2563 10081.615 640.7208 3330.466 607.2578
## 2 1847.743 29.9076 4824.361 1001.0875 2336.052 387.1071
## NPVF|64111 NPW|283869 OTUB2|78990 PAFAH1B3|5050 PAG1|55824 PCYT1B|9468
## 1 0 1.3786 178.1886 1808.694 90.3006 1.3786
## 2 0 2.7189 64.1653 2961.082 230.5601 4.3502
## PDPN|10630 PLEKHA2|59339 PLGLA|285189 POTEE|445582 PPIL3|53938 PRM3|58531
## 1 127.8684 483.9010 0 0.3447 203.6934 0
## 2 486.6775 681.8923 0 2.1751 220.7722 0
## RBM17|84991 RBM18|92400 SCARNA7|677767 SCCPDH|51097 SCRN3|79634 SGCG|6445
## 1 1019.5008 721.7156 1.7233 1178.0439 378.4354 1.7233
## 2 880.9135 876.0196 0.0000 450.2447 347.4715 280.5873
## SGK3|23678 SH3BGRL2|83699 SNRPA|6626 SOD1|6647 SS18L2|51188 TAS2R40|259286
## 1 270.0643 145.4460 1189.073 5659.987 206.4506 0.3447
## 2 234.6003 308.3197 1750.952 5340.402 191.9521 1.0875
## TIE1|7075 TP53I3|9540 TP53TG3B|729355 TPP2|7174 TRAPPC10|7109 TRMT61B|55006
## 1 465.6341 117.1840 0.0000 990.5495 1899.0701 271.0673
## 2 575.3127 374.6601 11.4192 504.0783 993.4747 267.4769
## condition
## 1 Tumor
## 2 Tumorselectedgenes_moddata <- column_to_rownames(genes_mod_data, var = "C1")
head(selectedgenes_moddata, 2)## ABAT|18 ABCA5|23461 ABCA7|10347 ABCA8|10351 ADAM32|203102 ADAMTS4|9507
## V2 620.7305 795.0934 596.9491 58.5920 50.3202 391.5324
## V3 240.3480 388.7983 763.4584 20.1196 2.1751 884.1762
## ADRB1|153 ANGPT4|51378 ANXA13|312 ARHGAP1|392 BMS1|9790 BTNL8|79908
## V2 1.0340 1.0340 0.000 4285.143 1238.359 0.3447
## V3 8.7004 1.0875 4.894 6059.815 1170.745 3.2626
## C1QTNF9B|387911 C21orf33|8209 CA3|761 CABYR|26256 CAT|847 CAV1|857
## V2 0.3447 2222.015 13.0970 116.1500 1034.321 375.3335
## V3 2.5449 1514.410 40.7069 98.9668 1733.551 834.6928
## CCDC45|90799 CCL14-CCL15|348249 CD300LF|146722 CD33|945 CDC14A|8556
## V2 558.0026 0 29.9853 26.1941 1786.7113
## V3 4696.0305 0 52.2023 73.9532 77.2159
## CEP57|9702 CHP|11261 CORO1C|23603 CRHR2|1395 CXADRP3|440224 CXorf23|256643
## V2 754.4582 2299.564 1382.082 0.6893 0.6893 365.6830
## V3 389.3420 1210.440 1800.435 1.0875 1.6313 381.1854
## DSE|29940 E2F4|1874 EFCAB1|79645 EXPH5|23086 FAM120C|54954 FAM134B|54463
## V2 241.1026 1251.111 1.7233 386.3625 1338.3102 954.0156
## V3 519.6030 1265.362 3.2626 846.6558 559.5432 515.4976
## FAM135A|57579 FAM63B|54629 FGD4|121512 FHL1|2273 FLT3|2322 FOXJ1|2302
## V2 55.1454 287.7901 225.7515 171.6401 98.9171 13.7864
## V3 57.0962 292.0065 187.0582 331.7020 23.9260 5.9815
## FOXR2|139628 FUT3|2525 GGCX|2677 GIMAP2|26157 GMPPB|29925 GNAT2|2780
## V2 0 8.9611 874.3994 252.2903 451.1584 1.7233
## V3 0 197.9337 1017.9445 286.5688 505.1659 1.6313
## GPR12|2835 GPR81|27198 GRXCR2|643226 HLA-DPB1|3115 HOMER2|9455 IL23R|149233
## V2 0.6893 244.0150 0 1314.139 965.7340 0
## V3 0.5438 327.6074 0 4330.614 73.4095 0
## ITSN1|6453 KLHL10|317719 LCE3D|84648 LDLRAP1|26119 LGALS3|3958 LGI4|163175
## V2 1191.1409 5.5145 0 1020.535 536.2891 23.0921
## V3 666.1229 2.1751 0 1357.803 8563.8934 60.3589
## LIX1L|128077 LOC285375|285375 LOC647979|647979 LRRC57|255252 LRRC61|65999
## V2 292.6153 0.0000 13103.239 498.7213 614.5267
## V3 269.1680 0.5438 9126.156 140.8374 637.8467
## LYPLA1|10434 MAGEC2|51438 MARCKSL1|65108 MESDC1|59274 MLL2|8085 NICN1|84276
## V2 1158.054 251.2563 10081.615 640.7208 3330.466 607.2578
## V3 1847.743 29.9076 4824.361 1001.0875 2336.052 387.1071
## NPVF|64111 NPW|283869 OTUB2|78990 PAFAH1B3|5050 PAG1|55824 PCYT1B|9468
## V2 0 1.3786 178.1886 1808.694 90.3006 1.3786
## V3 0 2.7189 64.1653 2961.082 230.5601 4.3502
## PDPN|10630 PLEKHA2|59339 PLGLA|285189 POTEE|445582 PPIL3|53938 PRM3|58531
## V2 127.8684 483.9010 0 0.3447 203.6934 0
## V3 486.6775 681.8923 0 2.1751 220.7722 0
## RBM17|84991 RBM18|92400 SCARNA7|677767 SCCPDH|51097 SCRN3|79634 SGCG|6445
## V2 1019.5008 721.7156 1.7233 1178.0439 378.4354 1.7233
## V3 880.9135 876.0196 0.0000 450.2447 347.4715 280.5873
## SGK3|23678 SH3BGRL2|83699 SNRPA|6626 SOD1|6647 SS18L2|51188 TAS2R40|259286
## V2 270.0643 145.4460 1189.073 5659.987 206.4506 0.3447
## V3 234.6003 308.3197 1750.952 5340.402 191.9521 1.0875
## TIE1|7075 TP53I3|9540 TP53TG3B|729355 TPP2|7174 TRAPPC10|7109 TRMT61B|55006
## V2 465.6341 117.1840 0.0000 990.5495 1899.0701 271.0673
## V3 575.3127 374.6601 11.4192 504.0783 993.4747 267.4769
## condition
## V2 Tumor
## V3 Tumor#colnames(selectedgenes_moddata)#selectedgenes_moddata
#allgenes_moddata
selectedgenes_moddata$condition <- as.factor(selectedgenes_moddata$condition)
allgenes_moddata$condition <- as.factor(allgenes_moddata$condition)table(selectedgenes_moddata$condition)##
## Normal Tumor
## 112 1100table(allgenes_moddata$condition)##
## Normal Tumor
## 112 1100KNN classification
library(tidyverse)
library(caret)## Warning: package 'caret' was built under R version 4.1.3##
## Attaching package: 'caret'## The following object is masked from 'package:purrr':
##
## lift## The following object is masked from 'package:survival':
##
## clusterlibrary(randomForest)## Warning: package 'randomForest' was built under R version 4.1.2## randomForest 4.7-1## Type rfNews() to see new features/changes/bug fixes.##
## Attaching package: 'randomForest'## The following object is masked from 'package:dplyr':
##
## combine## The following object is masked from 'package:ggplot2':
##
## margin#split the data into training and test set
set.seed(123)
training.samples <- selectedgenes_moddata$condition %>% createDataPartition(p=0.8, list = FALSE)
train.data <- selectedgenes_moddata[training.samples, ]
test.data <- selectedgenes_moddata[-training.samples, ]We’ll use the caret workflow, which invokes the randomforest() function to automatically select the optimal number (mtry) of predictor variables randomly sampled as candidates at each split, and fit the final best random forest model that explains the best our data
use train(). trContorl, to set up 10-fold cross validation
#fit the knn model on the training set
set.seed(123)
model <- train(condition ~ ., data = train.data, method ="knn", trControl = trainControl("cv", number = 10), preProcess = c("center", "scale"), tuneLength = 20)
#Best tuning parameter
model$bestTune## k
## 2 7#final model
model$finalModel## 7-nearest neighbor model
## Training set outcome distribution:
##
## Normal Tumor
## 90 880#Make predictions on the test data
predicted.classes <- model %>% predict(test.data)
head(predicted.classes)## [1] Tumor Tumor Tumor Tumor Tumor Tumor
## Levels: Normal Tumormean(predicted.classes == test.data$condition)## [1] 0.9876033plot(model)
` #### RF classification {.tabset}
#fit the RF model on the training set
set.seed(123)
model <- train(condition ~ ., data = train.data, method ="rf", trControl = trainControl("cv", number = 10), importance = TRUE)
#Best tuning parameter
model$bestTune## mtry
## 1 2#final model
model$finalModel##
## Call:
## randomForest(x = x, y = y, mtry = min(param$mtry, ncol(x)), importance = TRUE)
## Type of random forest: classification
## Number of trees: 500
## No. of variables tried at each split: 2
##
## OOB estimate of error rate: 1.44%
## Confusion matrix:
## Normal Tumor class.error
## Normal 78 12 0.133333333
## Tumor 2 878 0.002272727#Make predictions on the test data
predicted.classes <- model %>% predict(test.data)
head(predicted.classes)## [1] Tumor Tumor Tumor Tumor Tumor Tumor
## Levels: Normal Tumormean(predicted.classes == test.data$condition)## [1] 0.9710744Gene Alterations
Assignment goals In this notebook, you are going to practice analyzing files containing copy number variations. Since for a known population, cBioPortal cna be used for that purpose, we are going to get reults at the patient level.
Here we are continuing to work on a breast cancer dataset downloaded from Firehose (https://gdac.broadinstitute.org/). The dataset used is “BRCA.snpgenome_wide_snp_6broad_mit_eduLevel_3segmented_scna_minus_germline_cnv_hg19__seg.seg.txt”. This is a complete dataset of copy number alterations from the whole geneome compared with a normal genome.
This dataset has 6 columns:
Sample Chromosome Start End Num_Probes Segment_Mean1 TCGA-3C-AAAU-10A-01D-A41E-01 1 3218610 95674710 53225 0.0055 2 TCGA-3C-AAAU-10A-01D-A41E-01 1 95676511 95676518 2 -1.6636
‘Sample’ represents the patient ID (there are some normals too as we saw previously). ‘Chromosome’ represents the chromosome number. ‘Start’ represents the start position of the segmented window. ‘End’ represents the end position of the segmented window. ‘Num_Probes’ represents the number of probes in the segmented window. ‘Segment_Mean’ represents the mean copy numner estimate of this particular segment.
When ‘Segment_Mean’ is greater than 0, there is amplification, and when it is less than 0, there is deletion. However slight variations do not count much, as we saw. Often cut-off values of +0.2 and -0.2 are chosen to determine whether there is amplificaiton or deletion.
In this assignment, you will find whether a particular patient has copy number alterations, and how much.
# cell #1
cnvLogs <- read_delim("E:/PersonalDevelopment/CourseraBigdata/Resources/Files/Files/home/jovyan/work/readonly/BRCA.snp__genome_wide_snp_6__broad_mit_edu__Level_3__segmented_scna_minus_germline_cnv_hg19__seg.seg.txt", delim = "\t", escape_double = FALSE, trim_ws = TRUE)## Rows: 284458 Columns: 6
## -- Column specification --------------------------------------------------------
## Delimiter: "\t"
## chr (1): Sample
## dbl (5): Chromosome, Start, End, Num_Probes, Segment_Mean
##
## i Use `spec()` to retrieve the full column specification for this data.
## i Specify the column types or set `show_col_types = FALSE` to quiet this message.dim(cnvLogs)## [1] 284458 6# 284458 6
head(cnvLogs)## # A tibble: 6 x 6
## Sample Chromosome Start End Num_Probes Segment_Mean
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 TCGA-3C-AAAU-10A-01D-A41E-01 1 3.22e6 9.57e7 53225 0.0055
## 2 TCGA-3C-AAAU-10A-01D-A41E-01 1 9.57e7 9.57e7 2 -1.66
## 3 TCGA-3C-AAAU-10A-01D-A41E-01 1 9.57e7 1.67e8 24886 0.0053
## 4 TCGA-3C-AAAU-10A-01D-A41E-01 1 1.67e8 1.67e8 3 -1.10
## 5 TCGA-3C-AAAU-10A-01D-A41E-01 1 1.67e8 1.82e8 9213 -0.0008
## 6 TCGA-3C-AAAU-10A-01D-A41E-01 1 1.82e8 1.82e8 6 -1.20Data understanding To get a sense of whether our data overall is more amplified or deleted, we can run summary statistics.
We find that overall our data are more deleted since the mean is negative. However this should be used with caution because we may have a mix of normals and patients in this dataset.
# cell #2
summary(cnvLogs)## Sample Chromosome Start End
## Length:284458 Min. : 1.0 Min. : 284018 Min. : 305278
## Class :character 1st Qu.: 5.0 1st Qu.: 17849617 1st Qu.: 39329031
## Mode :character Median :10.0 Median : 50042220 Median : 74057289
## Mean :10.4 Mean : 62737364 Mean : 85074001
## 3rd Qu.:16.0 3rd Qu.: 95576350 3rd Qu.:123232246
## Max. :23.0 Max. :247812431 Max. :247813706
## Num_Probes Segment_Mean
## Min. : 2 Min. :-7.5883
## 1st Qu.: 42 1st Qu.:-0.3786
## Median : 1018 Median : 0.0010
## Mean : 12064 Mean :-0.1132
## 3rd Qu.: 13112 3rd Qu.: 0.2368
## Max. :131334 Max. : 5.7732# mean = -0.1132 median = 0Copy number alterations of a single patient Now for a particular patient, say “TCGA-A8-A06R-01A-11D-A011-01”, we are going to:
find how many potential copy number variations he/she has (just counting how many rows he/she has in this dataset).
find how many amplifications (‘Segment_Mean’ > 0 ) he/she has.
find how many deletions (‘Segment_Mean’ > 0 ) he/she has.
find the average ‘Segment_Mean’ he/she has to get a global picture.
So first, we count how many rows he/she has in this dataset. this can be accomplished using a ‘subset’ function in R to select all the rows for this patient, then we count how mnay we have using ‘nrow’.
head(cnvLogs, 3)## # A tibble: 3 x 6
## Sample Chromosome Start End Num_Probes Segment_Mean
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 TCGA-3C-AAAU-10A-01D-A41E-01 1 3.22e6 9.57e7 53225 0.0055
## 2 TCGA-3C-AAAU-10A-01D-A41E-01 1 9.57e7 9.57e7 2 -1.66
## 3 TCGA-3C-AAAU-10A-01D-A41E-01 1 9.57e7 1.67e8 24886 0.0053# cell #3
nrow(subset(cnvLogs, Sample == "TCGA-3C-AAAU-01A-11D-A41E-01"))## [1] 313Next, we calculate how many of these rows have ‘Segment_Mean’ > 0.
# cell #4
nrow(subset(cnvLogs, Sample == "TCGA-3C-AAAU-01A-11D-A41E-01" & Segment_Mean > 0))## [1] 207Similarly, we calculate how many of these rows have ‘Segment_Mean’ < 0.
# cell #5
nrow(subset(cnvLogs, Sample == "TCGA-3C-AAAU-01A-11D-A41E-01" & Segment_Mean < 0))## [1] 106Finally, we calculate the mean of ‘Segment_Mean’ for this patient.
We find a positive value of 0.3589546, which is above the amplification threshold.
# cell #6
mean(subset(cnvLogs, Sample == "TCGA-3C-AAAU-01A-11D-A41E-01")[["Segment_Mean"]])## [1] 0.3589546Clustering and Pathway Analysis
Assignment goals In this notebook, you are going to practice clustering and pathway analysis with R scripts.
Here we are continuing to work on a breast cancer dataset downloaded from Firehose (https://gdac.broadinstitute.org/). These are next generation sequencing data that are provided already normalized.
We are going to compare three clustering methods - K-Means, Pam (K-Means alternative), and dbscan (density-based clustering). We will also perform gene pathway enrichment on the set of genes previously identified for this dataset.
Each time we will reflect on which clustering results is better. These are some the questions we will try and answer.
Clustering with KMeans We are going to find clusters with KMeans. Remember that this algorithm takes as input a number of clusters we want to find. Here we set this number to two - it makes sense wince we would like optimally that the normals and the tumor samples be placed in two different clusters. We set the random seed to a fixed number so that each time we run the algorithm, we get same results.
We also look at the results and find that the two clusters have 13 and 1199 samples. 13 is far from the optimal number of 112 in the normal set.
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")##
## Attaching package: 'BiocManager'## The following object is masked from 'package:mice':
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## versionBiocManager::install("ReactomePA")## Bioconductor version 3.14 (BiocManager 1.30.16), R 4.1.1 (2021-08-10)## Warning: package(s) not installed when version(s) same as current; use `force = TRUE` to
## re-install: 'ReactomePA'## Installation paths not writeable, unable to update packages
## path: C:/Program Files/R/R-4.1.1/library
## packages:
## class, cluster, foreign, lattice, MASS, Matrix, nlme, nnet, rpart, spatial,
## survival## Old packages: 'aplot', 'Biobase', 'BiocParallel', 'Biostrings', 'cli',
## 'DEoptimR', 'ensembldb', 'fgsea', 'formatR', 'gert', 'ggfun', 'GO.db',
## 'GOSemSim', 'igraph', 'IRanges', 'kernlab', 'limma', 'magrittr', 'mgcv',
## 'NMF', 'psichomics', 'RColorBrewer', 'RCy3', 'readxl', 'rlang', 'robustbase',
## 'rprojroot', 'RSQLite', 'S4Vectors', 'testthat', 'tzdb', 'vctrs', 'xfun',
## 'XVector', 'yaml', 'zlibbioc'# cell #2
#memory.limit(size=3500)
library(cluster)
library(ReactomePA)## ## ReactomePA v1.38.0 For help: https://yulab-smu.top/biomedical-knowledge-mining-book/
##
## If you use ReactomePA in published research, please cite:
## Guangchuang Yu, Qing-Yu He. ReactomePA: an R/Bioconductor package for reactome pathway analysis and visualization. Molecular BioSystems 2016, 12(2):477-479##
## Attaching package: 'ReactomePA'## The following object is masked from 'package:lattice':
##
## dotplot#colnames(selectedgenes_moddata)
selectedgenes_moddata1 <- selectedgenes_moddata %>% select(-condition)We are going to find clusters with KMeans. Remember that this algorithm takes as input a number of clusters we want to find. Here we set this number to two - it makes sense wince we would like optimally that the normals and the tumor samples be placed in two different clusters. We set the random seed to a fixed number so that each time we run the algorithm, we get same results.
We also look at the results and find that the two clusters have 13 and 1199 samples. 13 is far from the optimal number of 112 in the normal set.
Kmeans cluster
# cell #8
set.seed(20)
kmeans.clusters <- kmeans(selectedgenes_moddata1, 2, nstart = 20)
table(kmeans.clusters$cluster)##
## 1 2
## 13 1199Let us look how well this clustering matches our classes of 0 and 1. We can do this using ‘table’.
We can see that all the 1’s are in the same - large - cluster. However there are 99 of 0’s clustered in the same group as the 1’s.
# cell #9
table(kmeans.clusters$cluster, selectedgenes_moddata$condition)##
## Normal Tumor
## 1 13 0
## 2 99 1100# cell #10
clusplot(selectedgenes_moddata1, kmeans.clusters$cluster, color=TRUE, shade=TRUE,
labels=2, lines=0)
Clustering with Pam
We are going to find clusters with Pam, which is an improvement over KMeans. Here as well it makes sense wince we would like optimally that the normals and the tumor samples be placed in two different clusters.
We also look at the results and find that the two clusters have 36 and 1176 samples. 36 is far from the optimal number of 112 in the normal set, however it is better than the 13 of KMeans.
# cell #11
pam.clusters <- pam(selectedgenes_moddata1, 2)
table(pam.clusters$clustering)##
## 1 2
## 1176 36# cell #12
table(pam.clusters$clustering, selectedgenes_moddata$condition)##
## Normal Tumor
## 1 76 1100
## 2 36 0We can also plot the results and see the intersection between the two clusters. We also see that the clusters are ellipsoid or convex, which is probably why the results ae not perfect.
# cell #13
clusplot(selectedgenes_moddata, pam.clusters$clustering, color=TRUE, shade=TRUE,
labels=2, lines=0)
Pathway Enrichment analysis
# cell #3
samp <- lapply(as.list(t(mrnaIDs)), function(t) substr(unlist(strsplit(t, "-"))[4], 1, 2))
sampleType <- as.data.frame(samp)
sampClass <- lapply(samp, function(t) (if (t < 10) return("1") else return("0")))
mrnaClass <- as.data.frame(sampClass)
dim(mrnaNorm)## [1] 20531 1213# 20531 1213 columns are patients (except the 1st for gene name) rows are expression levels for each gene
dim(mrnaIDs)## [1] 1 1212# 1 1213 the first column is the gene name, the others are one patient per row
dim(mrnaClass)## [1] 1 1212# 1 1212 one patients per row 1 = tumor, 0 = normal
table(unlist(sampClass))##
## 0 1
## 112 1100# 0 1
# 112 1100 112 normals and 1100 tumor
sampClassNum <- lapply(samp, function(t) (if (t < 10) return(1) else return(0)))
mrnaClassNum <- as.data.frame(sampClassNum) # cell #4
geneNames <- mrnaNorm[1] # extract the gene names from mrnaNorm as its first column
dim(geneNames)## [1] 20531 1# 20531 genesnext we transpose the ‘mrnaNorm’ dataframe because we want to select genes, therefore they have to be represented in columns instead of rows. We also remove the first column of ‘mrnaNorm’ since it contains the gene names. Because we are working with large datasets, we free space from memory by removing the objects we will not be using anymore. ‘gc’ garbage collects the free space, which will leave more space for building the models. The column ‘used’ and right after it ‘(Mb)’ indicates the memory in use.
# cell #5
mrnaData = t(mrnaNorm[, -1]) # remove first column of mrnaData and transpose it to have genes as columns
rm(samp)
rm(sampClass)
rm(mrnaNorm)
gc()## used (Mb) gc trigger (Mb) max used (Mb)
## Ncells 19142809 1022.4 29410030 1570.7 29410030 1570.7
## Vcells 169307303 1291.8 285617116 2179.1 237940227 1815.4# cell #7
# select features
dim(mrnaData)## [1] 1212 20531# 1212 20531 matrix
dim(mrnaClass)## [1] 1 1212# 1 1212
dim(mrnaClassNum)## [1] 1 1212# 1 1212
dim(geneNames)## [1] 20531 1# 20531 genes
bss <- bssWssFast(mrnaData, t(mrnaClassNum), 2)
mrnaDataReduced <- mrnaData[,bss$ix[1:100]]
dim(mrnaDataReduced)## [1] 1212 100# 1212 100
trainClasses <- unlist(mrnaClassNum[1,], use.names=FALSE)if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("org.Hs.eg.db")## Bioconductor version 3.14 (BiocManager 1.30.16), R 4.1.1 (2021-08-10)## Warning: package(s) not installed when version(s) same as current; use `force = TRUE` to
## re-install: 'org.Hs.eg.db'## Installation paths not writeable, unable to update packages
## path: C:/Program Files/R/R-4.1.1/library
## packages:
## class, cluster, foreign, lattice, MASS, Matrix, nlme, nnet, rpart, spatial,
## survival## Old packages: 'aplot', 'Biobase', 'BiocParallel', 'Biostrings', 'cli',
## 'DEoptimR', 'ensembldb', 'fgsea', 'formatR', 'gert', 'ggfun', 'GO.db',
## 'GOSemSim', 'igraph', 'IRanges', 'kernlab', 'limma', 'magrittr', 'mgcv',
## 'NMF', 'psichomics', 'RColorBrewer', 'RCy3', 'readxl', 'rlang', 'robustbase',
## 'rprojroot', 'RSQLite', 'S4Vectors', 'testthat', 'tzdb', 'vctrs', 'xfun',
## 'XVector', 'yaml', 'zlibbioc'# cell #14
library(org.Hs.eg.db)## Loading required package: AnnotationDbi## Loading required package: stats4## Loading required package: BiocGenerics##
## Attaching package: 'BiocGenerics'## The following object is masked from 'package:randomForest':
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## 'citation("Biobase")', and for packages 'citation("pkgname")'.##
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## select## genes <- geneNames[bss$ix[1:100],1]
genes <- as.character(genes)
hugoNames <- lapply(genes, function(t) substr(t, 1, regexpr("\\|", t) - 1)) # extract HUGO names
entrezNames <- lapply(genes, function(t) substr(t, regexpr("\\|", t) + 1, nchar(t))) # extract Entrez names
paths = enrichPathway(unlist(entrezNames), pvalueCutoff=1)
head(summary(paths))## Warning in summary(paths): summary method to convert the object to data.frame is
## deprecated, please use as.data.frame instead.## ID
## R-HSA-9035034 R-HSA-9035034
## R-HSA-203615 R-HSA-203615
## R-HSA-202131 R-HSA-202131
## R-HSA-9013406 R-HSA-9013406
## R-HSA-1369062 R-HSA-1369062
## Description
## R-HSA-9035034 RHOF GTPase cycle
## R-HSA-203615 eNOS activation
## R-HSA-202131 Metabolism of nitric oxide: NOS3 activation and regulation
## R-HSA-9013406 RHOQ GTPase cycle
## R-HSA-1369062 ABC transporters in lipid homeostasis
## GeneRatio BgRatio pvalue p.adjust qvalue geneID
## R-HSA-9035034 3/60 42/10867 0.001576266 0.2019289 0.1961361 392/445582/857
## R-HSA-203615 2/60 13/10867 0.002248636 0.2019289 0.1961361 857/10434
## R-HSA-202131 2/60 17/10867 0.003865446 0.2019289 0.1961361 857/10434
## R-HSA-9013406 3/60 59/10867 0.004176882 0.2019289 0.1961361 392/857/6453
## R-HSA-1369062 2/60 18/10867 0.004333239 0.2019289 0.1961361 23461/10347
## Count
## R-HSA-9035034 3
## R-HSA-203615 2
## R-HSA-202131 2
## R-HSA-9013406 3
## R-HSA-1369062 2