# Load WGCNA and flashClust libraries every time you open R
library(WGCNA)
## Loading required package: dynamicTreeCut
## Loading required package: fastcluster
##
## Attaching package: 'fastcluster'
## The following object is masked from 'package:stats':
##
## hclust
##
##
## Attaching package: 'WGCNA'
## The following object is masked from 'package:stats':
##
## cor
library(flashClust)
##
## Attaching package: 'flashClust'
## The following object is masked from 'package:fastcluster':
##
## hclust
## The following object is masked from 'package:stats':
##
## hclust
# Uploading data into R and formatting it for WGCNA
cleanDat <- readRDS("~/Desktop/Camk2a.WGCNA.8june/JUNE9.CAMK2A/part2/cleanDat.after.outlier.removal.15samples.rds")
dim(cleanDat)#in this rows is genes and column is samples which we will transpose in WGCNA scripts
## [1] 1544 15
head(cleanDat)
## X.106P2fractionIP X.120P2fractionIP X.117P2fractionIP
## AAK1|Q2M2I8 23.48784 23.92167 23.18945
## AAK1|Q2M2I8.1 25.21936 25.97150 25.12306
## ABAT|P80404 27.55898 27.40838 27.95464
## ABHD12|Q8N2K0 22.68297 23.18231 24.03555
## ABHD16A|O95870 22.20707 19.64799 22.80265
## ABHD6|Q9BV23 19.50613 19.97449 20.11511
## X.123P2fractionIP X.137P2fractionIP X.131P2fractionIP
## AAK1|Q2M2I8 23.31690 23.23492 22.92868
## AAK1|Q2M2I8.1 25.51681 25.18611 25.24855
## ABAT|P80404 27.51978 27.19804 27.35241
## ABHD12|Q8N2K0 23.16306 23.51496 23.37672
## ABHD16A|O95870 22.37072 22.40512 22.94137
## ABHD6|Q9BV23 22.63349 22.86750 19.39300
## X.143P2fractionIP X.133P2fractionIP X.106HomogenateIP
## AAK1|Q2M2I8 23.61881 22.99170 22.93829
## AAK1|Q2M2I8.1 25.07017 25.34287 25.46261
## ABAT|P80404 27.27474 27.16163 27.14351
## ABHD12|Q8N2K0 24.10007 23.79960 23.34190
## ABHD16A|O95870 22.03687 23.16943 22.30628
## ABHD6|Q9BV23 22.65173 23.06062 22.54051
## X.120HomogenateIP X.117HomogenateIP X.123HomogenateIP
## AAK1|Q2M2I8 23.87091 23.85305 23.11254
## AAK1|Q2M2I8.1 25.80004 25.22436 25.56972
## ABAT|P80404 26.87173 26.93971 26.87173
## ABHD12|Q8N2K0 23.36082 22.77758 23.39418
## ABHD16A|O95870 22.79152 22.08915 21.14526
## ABHD6|Q9BV23 19.95007 22.72849 22.30235
## X.131HomogenateIP X.143HomogenateIP X.133HomogenateIP
## AAK1|Q2M2I8 23.40135 19.97449 23.80321
## AAK1|Q2M2I8.1 25.29442 25.52288 25.54158
## ABAT|P80404 27.12597 27.27474 26.92225
## ABHD12|Q8N2K0 22.98165 23.73187 22.74293
## ABHD16A|O95870 22.08461 22.14965 22.18829
## ABHD6|Q9BV23 20.55124 20.20580 21.11443
# Manipulate file so it matches the format WGCNA needs here I am transpose the matrix
datExpr <- t(cleanDat)
dim(datExpr) #in this samples are in rows and column as genes
## [1] 15 1544
#load metadata for trait information
datTraits <- readRDS("~/Desktop/Camk2a.WGCNA.8june/JUNE9.CAMK2A/part2/datTraits.15samples.condition.rds")
datTraits
## condition
## X.106P2fractionIP P2fractionIP.CamK2a.LPS
## X.120P2fractionIP P2fractionIP.CamK2a.saline
## X.117P2fractionIP P2fractionIP.CamK2a.LPS
## X.123P2fractionIP P2fractionIP.CamK2a.saline
## X.137P2fractionIP P2fractionIP.CamK2a.LPS
## X.131P2fractionIP P2fractionIP.CamK2a.saline
## X.143P2fractionIP P2fractionIP.CamK2a.LPS
## X.133P2fractionIP P2fractionIP.CamK2a.saline
## X.106HomogenateIP HomogenateIP.CamK2a.LPS
## X.120HomogenateIP HomogenateIP.CamK2a.saline
## X.117HomogenateIP HomogenateIP.CamK2a.LPS
## X.123HomogenateIP HomogenateIP.CamK2a.saline
## X.131HomogenateIP HomogenateIP.CamK2a.saline
## X.143HomogenateIP HomogenateIP.CamK2a.LPS
## X.133HomogenateIP HomogenateIP.CamK2a.saline
numericMeta <- datTraits
table(rownames(datTraits)==rownames(cleanDat)) #should return TRUE if datasets align correctly, otherwise your names are out of order
## Warning in rownames(datTraits) == rownames(cleanDat): longer object length is
## not a multiple of shorter object length
##
## FALSE
## 1544
## Run this to check if there are gene outliers
## 3. Check and Remove Outliers:
library(WGCNA)
library(GO.db)
## Loading required package: AnnotationDbi
## Warning: package 'AnnotationDbi' was built under R version 4.3.2
## Loading required package: stats4
## Loading required package: BiocGenerics
## Warning: package 'BiocGenerics' was built under R version 4.3.1
##
## Attaching package: 'BiocGenerics'
## The following objects are masked from 'package:stats':
##
## IQR, mad, sd, var, xtabs
## The following objects are masked from 'package:base':
##
## anyDuplicated, aperm, append, as.data.frame, basename, cbind,
## colnames, dirname, do.call, duplicated, eval, evalq, Filter, Find,
## get, grep, grepl, intersect, is.unsorted, lapply, Map, mapply,
## match, mget, order, paste, pmax, pmax.int, pmin, pmin.int,
## Position, rank, rbind, Reduce, rownames, sapply, setdiff, sort,
## table, tapply, union, unique, unsplit, which.max, which.min
## Loading required package: Biobase
## Warning: package 'Biobase' was built under R version 4.3.1
## Welcome to Bioconductor
##
## Vignettes contain introductory material; view with
## 'browseVignettes()'. To cite Bioconductor, see
## 'citation("Biobase")', and for packages 'citation("pkgname")'.
## Loading required package: IRanges
## Warning: package 'IRanges' was built under R version 4.3.1
## Loading required package: S4Vectors
## Warning: package 'S4Vectors' was built under R version 4.3.2
##
## Attaching package: 'S4Vectors'
## The following object is masked from 'package:utils':
##
## findMatches
## The following objects are masked from 'package:base':
##
## expand.grid, I, unname
enableWGCNAThreads() #speeds outlier check calculations
## Allowing parallel execution with up to 7 working processes.
sdout=3 #Z.k SD fold for outlier threshold | any samples that are above or below 3 sd will be excluded
outliers.All<-vector()
cleanDat.All<-cleanDat
numericMeta.All<-numericMeta
for (repeated in 1:20) {
normadj <- (0.5+0.5*bicor(cleanDat,use="pairwise.complete.obs")^2)
## Calculate connectivity
netsummary <- fundamentalNetworkConcepts(normadj)
ku <- netsummary$Connectivity
z.ku <- ku-(mean(ku))/sqrt(var(ku))
## Declare as outliers those samples which are more than sdout sd above the mean connectivity based on the chosen measure
outliers <- (z.ku > mean(z.ku)+sdout*sd(z.ku))|(z.ku < mean(z.ku)-sdout*sd(z.ku))
print(paste0("There are ",sum(outliers)," outlier samples based on a bicor distance sample network connectivity standard deviation above ",sdout,". [Round ",repeated,"]"))
targets.All=numericMeta
cleanDat <- cleanDat[,!outliers]
numericMeta <- targets <- targets.All[!outliers,]
outliers.All<-c(outliers.All,outliers)
if (sum(outliers)==0) break;
} #repeat up to 20 times
## [1] "There are 0 outlier samples based on a bicor distance sample network connectivity standard deviation above 3. [Round 1]"
#All outliers removed #"There are 1 total outlier samples removed in 2 iterations:"
print(paste0("There are ",sum(outliers.All)," total outlier samples removed in ",repeated," iterations:"))
## [1] "There are 0 total outlier samples removed in 1 iterations:"
#character(0)
names(which(outliers.All)) #:Identified outliar removed!
## character(0)
# Current pass OL removal output:
#"There are 1 outlier samples based on a bicor distance sample network connectivity standard deviation above 3. [Round 1]"
outliersRemoved<-names(which(outliers.All))
## Enforce <50% missingness (1 less than half of columns (or round down half if odd number of columns))
#Any protein that has less than 50% values within the samples will be dropped
#Leave samples with more than 50% NA's no imputations were done here!
LThalfSamples <- length(colnames(cleanDat)) / 2
LThalfSamples <- LThalfSamples - if ((length(colnames(cleanDat)) %% 2) == 1) {
0.5
} else {
1.0
}
removedRownames <- rownames(cleanDat[which(rowSums(as.matrix(is.na(cleanDat))) > LThalfSamples), ]) # list rows to be removed
if(length(which(rowSums(as.matrix(is.na(cleanDat))) > LThalfSamples))==1) removedRownames<-rownames(cleanDat)[which(rowSums(as.matrix(is.na(cleanDat))) > LThalfSamples)] #handles case with one bad protein!
removedRownames
## character(0)
# List of Proteins to be removed:
#635 proteins are removed here!
# remove rows with >=50% missing values (only if there are some rows to be removed)
if (length(na.omit(match(removedRownames, rownames(cleanDat)))) == length(removedRownames) & length(removedRownames) > 0 ) {
cleanDat <- cleanDat[-match(removedRownames, rownames(cleanDat)), ]
} else {
cat("")
} # "no rows removed.\n"); }
# can be error prone: if ( !is.null(rownames(cleanDat[which(rowSums(as.matrix(is.na(cleanDat)))>LThalfSamples),])) ) { if( !length(rownames(cleanDat[which(rowSums(as.matrix(is.na(cleanDat)))>LThalfSamples),]))==0) { IndexHighMissing=which(rowSums(as.matrix(is.na(cleanDat)))>LThalfSamples); cleanDat<-cleanDat[-IndexHighMissing,]; } }
#[1] 10659 25
dim(cleanDat)
## [1] 1544 15
#Check for genes and samples with too many missing values
gag = goodSamplesGenes(cleanDat, verbose = 3)
## Flagging genes and samples with too many missing values...
## ..step 1
gag$allOK
## [1] TRUE
#Cluster the samples using a a tree
sampleTree = hclust(dist(cleanDat), method = "average")
# Plot sample tree
sizeGrWindow(12, 9)
par(cex = 0.6)
par(mar = c(0,4,2,0))
plot(sampleTree, main = "Sample clustering to detect outliers", sub = "", xlab = "", cex.lab = 1.5, cex.axis = 1.5, cex.main = 2)
# abline(h = 15, col = "red")
clust = cutreeStatic(sampleTree, cutHeight = 15, minSize = 10)
table(clust)
## clust
## 0 1 2
## 1 1280 263
sampleTree = hclust(dist(t(cleanDat)), method = "average")
# Plot sample tree
sizeGrWindow(12, 9)
par(cex = 0.6)
par(mar = c(0,4,2,0))
plot(sampleTree, main = "Sample clustering to detect outliers", sub = "", xlab = "", cex.lab = 1.5, cex.axis = 1.5, cex.main = 2)
# abline(h = 15, col = "red")
clust = cutreeStatic(sampleTree, cutHeight = 15, minSize = 10)
table(clust)
## clust
## 0
## 15
#dev.off()
## 4. WGCNA SFT power estimation
library("doParallel")
## Loading required package: foreach
## Loading required package: iterators
## Loading required package: parallel
#stopCluster(clusterLocal) #in case already started.
parallelThreads=12
clusterLocal <- makeCluster(c(rep("localhost",parallelThreads)),type="SOCK")
registerDoParallel(clusterLocal)
allowWGCNAThreads()
## Allowing multi-threading with up to 8 threads.
#you want an R squared close to 0.8 or more and a mean k of around a 100
powers <- seq(4,25,by=1) #initial power check -- try to get SFT.R.sq to go > 0.80
sft <- pickSoftThreshold(t(cleanDat),blockSize=nrow(cleanDat)+1000, #always calculate power within a single block (blockSize > # of rows in cleanDat)
powerVector=powers,
corFnc="bicor",networkType="signed")
## Warning in (function (x, y = NULL, robustX = TRUE, robustY = TRUE, use =
## "all.obs", : bicor: zero MAD in variable 'x'. Pearson correlation was used for
## individual columns with zero (or missing) MAD.
## Warning in (function (x, y = NULL, robustX = TRUE, robustY = TRUE, use =
## "all.obs", : bicor: zero MAD in variable 'x'. Pearson correlation was used for
## individual columns with zero (or missing) MAD.
## Warning in (function (x, y = NULL, robustX = TRUE, robustY = TRUE, use =
## "all.obs", : bicor: zero MAD in variable 'x'. Pearson correlation was used for
## individual columns with zero (or missing) MAD.
## Warning in (function (x, y = NULL, robustX = TRUE, robustY = TRUE, use =
## "all.obs", : bicor: zero MAD in variable 'x'. Pearson correlation was used for
## individual columns with zero (or missing) MAD.
## Warning in (function (x, y = NULL, robustX = TRUE, robustY = TRUE, use =
## "all.obs", : bicor: zero MAD in variable 'x'. Pearson correlation was used for
## individual columns with zero (or missing) MAD.
## Warning in (function (x, y = NULL, robustX = TRUE, robustY = TRUE, use =
## "all.obs", : bicor: zero MAD in variable 'x'. Pearson correlation was used for
## individual columns with zero (or missing) MAD.
## Warning in (function (x, y = NULL, robustX = TRUE, robustY = TRUE, use =
## "all.obs", : bicor: zero MAD in variable 'x'. Pearson correlation was used for
## individual columns with zero (or missing) MAD.
## Warning in (function (x, y = NULL, robustX = TRUE, robustY = TRUE, use =
## "all.obs", : bicor: zero MAD in variable 'x'. Pearson correlation was used for
## individual columns with zero (or missing) MAD.
## Warning in (function (x, y = NULL, robustX = TRUE, robustY = TRUE, use =
## "all.obs", : bicor: zero MAD in variable 'y'. Pearson correlation was used for
## individual columns with zero (or missing) MAD.
## Power SFT.R.sq slope truncated.R.sq mean.k. median.k. max.k.
## 1 4 0.598 -3.00 0.833 156.00 150.000 227.0
## 2 5 0.821 -2.78 0.943 102.00 95.300 172.0
## 3 6 0.902 -2.53 0.983 69.10 62.600 135.0
## 4 7 0.932 -2.31 0.985 48.50 42.400 109.0
## 5 8 0.946 -2.15 0.987 35.00 29.400 90.3
## 6 9 0.956 -2.04 0.994 25.90 20.700 76.0
## 7 10 0.957 -1.95 0.992 19.60 14.900 65.0
## 8 11 0.959 -1.88 0.990 15.10 10.900 56.3
## 9 12 0.967 -1.83 0.997 11.90 8.130 49.2
## 10 13 0.969 -1.80 0.994 9.45 6.150 43.5
## 11 14 0.954 -1.78 0.981 7.63 4.690 38.7
## 12 15 0.934 -1.77 0.964 6.23 3.620 34.6
## 13 16 0.942 -1.73 0.969 5.14 2.820 31.2
## 14 17 0.937 -1.72 0.966 4.29 2.220 28.3
## 15 18 0.943 -1.70 0.971 3.61 1.750 25.7
## 16 19 0.931 -1.69 0.960 3.06 1.400 23.5
## 17 20 0.939 -1.67 0.965 2.62 1.130 21.6
## 18 21 0.943 -1.64 0.970 2.25 0.917 19.9
## 19 22 0.947 -1.62 0.972 1.95 0.744 18.4
## 20 23 0.951 -1.60 0.974 1.70 0.613 17.0
## 21 24 0.954 -1.59 0.975 1.49 0.506 15.8
## 22 25 0.959 -1.57 0.980 1.31 0.420 14.7
saveRDS(sft, file = 'sft.rds')
###plot
sizeGrWindow(9,5)
par(mfrow= c(1,2))
cex1=0.9
plot(sft$fitIndices[,1], -sign(sft$fitIndices[,3])*sft$fitIndices[,2], xlab= "Soft Threshold (power)", ylab="Scale Free Topology Model Fit, signed R^2", type= "n", main= paste("Scale independence"))
text(sft$fitIndices[,1], -sign(sft$fitIndices[,3])*sft$fitIndices[,2], labels=powers, cex=cex1, col="red")
abline(h=0.90, col="red")
plot(sft$fitIndices[,1], sft$fitIndices[,5], xlab= "Soft Threshold (power)", ylab="Mean Connectivity", type="n", main = paste("Mean connectivity"))
text(sft$fitIndices[,1], sft$fitIndices[,5], labels=powers, cex=cex1, col="red")
library(ggplot2)
## Warning: package 'ggplot2' was built under R version 4.3.2
library(RColorBrewer)
#plot initial SFT.R.sq vs. power curve
tableSFT<-sft[[2]]
plot(tableSFT[,1],tableSFT[,2],xlab="Power (Beta)",ylab="SFT R")
###
softPower = sft$powerEstimate
adjacency = adjacency(t(cleanDat), power = softPower)
TOM = TOMsimilarity(adjacency)
## ..connectivity..
## ..matrix multiplication (system BLAS)..
## ..normalization..
## ..done.
dissTOM = 1 - TOM
geneTree = hclust(as.dist(dissTOM), method = "average")
dynamicMods = cutreeDynamic(dendro = geneTree, distM = dissTOM, deepSplit = 2, pamRespectsDendro = FALSE)
## ..cutHeight not given, setting it to 0.993 ===> 99% of the (truncated) height range in dendro.
## ..done.
moduleColors = labels2colors(dynamicMods)
MEs = moduleEigengenes(t(cleanDat), colors = moduleColors)$eigengenes
MEs = orderMEs(MEs)
nSamples = nrow(t(cleanDat))
# Convert traits to numeric
numericTraits = as.data.frame(lapply(datTraits, function(x) as.numeric(as.factor(x))))
moduleTraitCor = cor(MEs, numericTraits, use = "p")
moduleTraitPvalue = corPvalueStudent(moduleTraitCor, nSamples)
#Define a function to create plots with r and p values:
plotModuleTrait = function(MEname, trait) {
dat = data.frame(ME = MEs[, MEname], Trait = as.factor(datTraits[, trait]))
cor_value = cor(dat$ME, as.numeric(dat$Trait))
p_value = corPvalueStudent(cor_value, nSamples)
plot_title = paste(MEname, "\nr =", round(cor_value, 2), "p =", signif(p_value, 2))
p = ggplot(dat, aes(x = Trait, y = ME, fill = Trait)) +
geom_boxplot() +
theme_minimal() +
labs(title = plot_title, x = trait, y = "Module Eigengene") +
stat_summary(fun.data = mean_cl_normal, geom = "errorbar", width = 0.2) +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
print(p)
}
# Open a PDF device
pdf("Module_Trait_Plots.pdf", width = 8, height = 6)
# Generate plots for all relevant modules and traits
moduleNames = names(MEs)
traitNames = names(datTraits)
for (module in moduleNames) {
for (trait in traitNames) {
plotModuleTrait(module, trait)
}
}
# Close the PDF device
dev.off()
## quartz_off_screen
## 2
power<-powerSFT<- 12
getwd()
## [1] "/Users/usri/Desktop/Camk2a.WGCNA.8june/JUNE9.CAMK2A/part3/Camk2a"
rootdir <- "/Users/usri/Desktop/Camk2a.WGCNA.8june/JUNE9.CAMK2A/part3/Camk2a"
outputtabs<-outputfigs<-rootdir
minModSize= 13 #for protein; in RNA, this is still 25 #specifies that min number of prots that need to be in a module!
enforceMMS=TRUE
#Read up on blockwise Modules
##making of net modules
net <- blockwiseModules(t(cleanDat),power=power,deepSplit=2,minModuleSize=minModSize,
mergeCutHeight=0.07, TOMDenom="mean", #detectCutHeight=0.9999,
corType="bicor",networkType="signed",pamStage=TRUE,pamRespectsDendro=TRUE,reassignThresh=0.05,
verbose=3,saveTOMs=FALSE,maxBlockSize=40000,nThreads=15)
## Calculating module eigengenes block-wise from all genes
## Flagging genes and samples with too many missing values...
## ..step 1
## ..Working on block 1 .
## TOM calculation: adjacency..
## ..will use 15 parallel threads.
## Fraction of slow calculations: 0.000000
## ..connectivity..
## ..matrix multiplication (system BLAS)..
## ..normalization..
## ..done.
## ....clustering..
## ....detecting modules..
## ....calculating module eigengenes..
## ....checking kME in modules..
## ..removing 12 genes from module 1 because their KME is too low.
## ..removing 8 genes from module 2 because their KME is too low.
## ..removing 14 genes from module 3 because their KME is too low.
## ..removing 13 genes from module 4 because their KME is too low.
## ..removing 12 genes from module 5 because their KME is too low.
## ..removing 12 genes from module 6 because their KME is too low.
## ..removing 6 genes from module 7 because their KME is too low.
## ..removing 4 genes from module 8 because their KME is too low.
## ..removing 6 genes from module 9 because their KME is too low.
## ..removing 3 genes from module 10 because their KME is too low.
## ..removing 2 genes from module 12 because their KME is too low.
## ..reassigning 7 genes from module 1 to modules with higher KME.
## ..reassigning 3 genes from module 2 to modules with higher KME.
## ..reassigning 3 genes from module 3 to modules with higher KME.
## ..reassigning 1 genes from module 4 to modules with higher KME.
## ..reassigning 1 genes from module 8 to modules with higher KME.
## ..reassigning 1 genes from module 10 to modules with higher KME.
## ..merging modules that are too close..
## mergeCloseModules: Merging modules whose distance is less than 0.07
## Calculating new MEs...
saveRDS(net, file = 'net.rds')
#net has a subvar colors: assigning colors to modules, within which the proteins falls
nModules<-length(table(net$colors))-1
modules<-cbind(colnames(as.matrix(table(net$colors))),table(net$colors))
orderedModules<-cbind(Mnum=paste("M",seq(1:nModules),sep=""),Color=labels2colors(c(1:nModules)))
modules<-modules[match(as.character(orderedModules[,2]),rownames(modules)),]
as.data.frame(cbind(orderedModules,Size=modules))
## Mnum Color Size
## turquoise M1 turquoise 210
## blue M2 blue 206
## brown M3 brown 130
## yellow M4 yellow 126
## green M5 green 109
## red M6 red 108
## black M7 black 58
## pink M8 pink 57
## magenta M9 magenta 54
## purple M10 purple 49
## greenyellow M11 greenyellow 38
## tan M12 tan 21
## salmon M13 salmon 20
######################################################################################
#net.ds4<-net
# Calculate kME table up front, in case we need to correct color assignments
MEs<-tmpMEs<-data.frame()
MEList = moduleEigengenes(t(cleanDat), colors = net$colors)
MEs = orderMEs(MEList$eigengenes)
net$MEs <- MEs
colnames(MEs)<-gsub("ME","",colnames(MEs)) #let's be consistent in case prefix was added, remove it.
rownames(MEs)<-rownames(numericMeta)
tmpMEs <- MEs #net$MEs
colnames(tmpMEs) <- paste("ME",colnames(MEs),sep="")
MEs[,"grey"] <- NULL
tmpMEs[,"MEgrey"] <- NULL
kMEdat <- signedKME(t(cleanDat), tmpMEs, corFnc="bicor")
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
saveRDS(kMEdat, file = 'kMEdat.rds')
#The protins that do not fall into the kme calc fall into module gray and are excluded!
table(net$colors)["grey"]
## grey
## 358
##ITERATIVE until condition met that all module membes are at least 0.30 kMEintramodule.
#Go back and do final algorithm fix of module colors (remove kMEintramodule<0.30 members, reassign grey with kMEintramodule>0.30; max difference from kMEmax<0.10)
retry=TRUE;
kMEmaxDiff=0.1
reassignIfGT=0.30
greyIfLT=0.30
iter=1;
while (retry) {
cat(paste0("\nkME table Cleanup, processing iteration ",iter,"..."))
colorVecFixed<-colorVecBackup<-net$colors
orderedModulesWithGrey=rbind(c("M0","grey"),orderedModules)
kMEintramoduleVector<-apply( as.data.frame(cbind(net$colors,kMEdat)),1,function(x) as.numeric(x[which(colnames(kMEdat)==paste0("kME",x[1]))+1]) ) #all sig digits (no rounding), so max will be unique.
colorVecFixed[kMEintramoduleVector<greyIfLT]<-"grey"
kMEmaxVec<-apply( as.data.frame(kMEdat),1,function(x) max(x) )
kMEmaxColorsVec<-apply( as.data.frame(cbind(kMEmaxVec,kMEdat)),1, function(x) gsub("kME","",colnames(kMEdat)[which(x==x[1])[2]-1]) )
kMEintramoduleVector<-unlist(lapply(kMEintramoduleVector,function(x) if(length(x)==0) { 1 } else { x })) #grey will be ignored in checking for kMEmaxVec-kMEintramoduleVector difference max
kMEmaxDiffTooBig<-(kMEmaxVec-kMEintramoduleVector) >= kMEmaxDiff
colorVecFixed[which( (colorVecFixed=="grey" & kMEmaxVec>reassignIfGT) | kMEmaxDiffTooBig )] <- kMEmaxColorsVec[which( (colorVecFixed=="grey" & kMEmaxVec>reassignIfGT) | kMEmaxDiffTooBig )]
net$colors<-colorVecFixed
# Are colors still in rank order? -- put them in order by recoloring modules that changed rank
sort(table(net$colors),decreasing=TRUE)[!names(sort(table(net$colors),decreasing=TRUE))=="grey"]
oldcolors <- names(sort(table(net$colors),decreasing=TRUE)[!names(sort(table(net$colors),decreasing=TRUE))=="grey"])
for (i in 1:length(oldcolors)) {
net$colors[net$colors==oldcolors[i]]<-paste0("proxy",labels2colors(i))
}
for (i in 1:length(oldcolors)) {
net$colors[net$colors==paste0("proxy",labels2colors(i))]<-labels2colors(i)
}
# one can check that colors are in order by size now
#sort(table(net$colors),decreasing=TRUE)[!names(sort(table(net$colors),decreasing=TRUE))=="grey"]
# recalculate kME table, since we have corrected color assignments
MEs<-tmpMEs<-data.frame()
MEList = moduleEigengenes(t(cleanDat), colors = net$colors, verbose=0)
MEs = orderMEs(MEList$eigengenes)
net$MEs <- MEs
colnames(MEs)<-gsub("ME","",colnames(MEs)) #let's be consistent in case prefix was added, remove it.
rownames(MEs)<-rownames(numericMeta)
tmpMEs <- MEs #net$MEs
colnames(tmpMEs) <- paste("ME",colnames(MEs),sep="")
MEs[,"grey"] <- NULL
tmpMEs[,"MEgrey"] <- NULL
kMEdat <- signedKME(t(cleanDat), tmpMEs, corFnc="bicor")
# recheck min kMEintramodule and max diff from kMEmax
nModules<-length(table(net$colors))-1
modules<-cbind(colnames(as.matrix(table(net$colors))),table(net$colors))
orderedModules<-cbind(Mnum=paste("M",seq(1:nModules),sep=""),Color=labels2colors(c(1:nModules)))
orderedModulesWithGrey=rbind(c("M0","grey"),orderedModules)
kMEsIntramoduleVector<-apply( as.data.frame(cbind(net$colors,kMEdat)),1,function(x) if(!x[1]=="grey") { paste0(round(as.numeric(x[which(colnames(kMEdat)==paste0("kME",x[1]))+1]),4)) } else { 1 } ) #grey proteins set to dummy value of 1 (ignore)
kMEmaxVec<-apply( as.data.frame(kMEdat),1,function(x) max(x) )
kMEintramoduleVector<-unlist(lapply(kMEintramoduleVector,function(x) if(length(x)==0) { 1 } else { x })) #grey will be ignored in checking for kMEmaxVec-kMEintramoduleVector difference max
kMEmaxDiffCalc<- kMEmaxVec-kMEintramoduleVector
if (min(kMEsIntramoduleVector)>=greyIfLT & max(kMEmaxDiffCalc)<=kMEmaxDiff) { cat(paste0("\nkME table 'clean' in ",iter," iterations.")); retry=FALSE; }
iter=iter+1
if (iter>30) break; #**
}
##
## kME table Cleanup, processing iteration 1...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table Cleanup, processing iteration 2...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table Cleanup, processing iteration 3...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table Cleanup, processing iteration 4...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table Cleanup, processing iteration 5...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table Cleanup, processing iteration 6...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table Cleanup, processing iteration 7...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table 'clean' in 7 iterations.
#** breaks after iteration 30 if did not reach criteria.
#11 iteration : Clean table
##################################################################################################################
nModules<-length(table(net$colors))-1
modules<-cbind(colnames(as.matrix(table(net$colors))),table(net$colors))
orderedModules<-cbind(Mnum=paste("M",seq(1:nModules),sep=""),Color=labels2colors(c(1:nModules)))
modules<-modules[match(as.character(orderedModules[,2]),rownames(modules)),]
as.data.frame(cbind(orderedModules,Size=modules))
## Mnum Color Size
## turquoise M1 turquoise 204
## blue M2 blue 187
## brown M3 brown 139
## yellow M4 yellow 136
## green M5 green 126
## red M6 red 122
## black M7 black 107
## pink M8 pink 80
## magenta M9 magenta 73
## purple M10 purple 67
## greenyellow M11 greenyellow 64
## tan M12 tan 62
## salmon M13 salmon 57
#recalculate kME table, since we have corrected color assignments
MEs<-tmpMEs<-data.frame()
MEList = moduleEigengenes(t(cleanDat), colors = net$colors)
MEs = orderMEs(MEList$eigengenes)
net$MEs <- MEs
colnames(MEs)<-gsub("ME","",colnames(MEs)) #let's be consistent in case prefix was added, remove it.
rownames(MEs)<-rownames(numericMeta)
tmpMEs <- MEs #net$MEs
colnames(tmpMEs) <- paste("ME",colnames(MEs),sep="")
MEs[,"grey"] <- NULL
tmpMEs[,"MEgrey"] <- NULL
kMEdat <- signedKME(t(cleanDat), tmpMEs, corFnc="bicor")
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
FileBaseName="camk2a.9june.final.WGCNA_CleanDat"
###################
getwd()
## [1] "/Users/usri/Desktop/Camk2a.WGCNA.8june/JUNE9.CAMK2A/part3/Camk2a"
rootdir <- '/Users/usri/Desktop/Camk2a.WGCNA.8june/JUNE9.CAMK2A/part3/Camk2a'
outputtabs<-outputfigs<-rootdir
setwd(rootdir)
## Write Module Membership/kME table!
orderedModulesWithGrey=rbind(c("M0","grey"),orderedModules)
kMEtableSortVector<-apply( as.data.frame(cbind(net$colors,kMEdat)),1,function(x) if(!x[1]=="grey") { paste0(paste(orderedModulesWithGrey[match(x[1],orderedModulesWithGrey[,2]),],collapse=" "),"|",round(as.numeric(x[which(colnames(kMEdat)==paste0("kME",x[1]))+1]),4)) } else { paste0("grey|AllKmeAvg:",round(mean(as.numeric(x[-1],na.rm=TRUE)),4)) } )
kMEtable=cbind(c(1:nrow(cleanDat)),rownames(cleanDat),net$colors,kMEdat,kMEtableSortVector)[order(kMEtableSortVector,decreasing=TRUE),]
colnames(kMEtable)[1:2]<-c("Orig Order","UniqueID")
write.table(kMEtable,file=paste0(outputtabs,"/3.ModuleAssignments-",FileBaseName,".txt"),sep="\t",row.names=FALSE)
#save.image(paste0("KMETableCalc",FileBaseName,".RData")
##ITERATIVE until condition met that all module membes are at least 0.30 kMEintramodule.
#Go back and do final algorithm fix of module colors (remove kMEintramodule<0.30 members, reassign grey with kMEintramodule>0.30; max difference from kMEmax<0.10)
retry=TRUE;
kMEmaxDiff=0.1
reassignIfGT=0.30
greyIfLT=0.30
iter=1;
while (retry) {
cat(paste0("\nkME table Cleanup, processing iteration ",iter,"..."))
colorVecFixed<-colorVecBackup<-net$colors
orderedModulesWithGrey=rbind(c("M0","grey"),orderedModules)
kMEintramoduleVector<-apply( as.data.frame(cbind(net$colors,kMEdat)),1,function(x) as.numeric(x[which(colnames(kMEdat)==paste0("kME",x[1]))+1]) ) #all sig digits (no rounding), so max will be unique.
colorVecFixed[kMEintramoduleVector<greyIfLT]<-"grey"
kMEmaxVec<-apply( as.data.frame(kMEdat),1,function(x) max(x) )
kMEmaxColorsVec<-apply( as.data.frame(cbind(kMEmaxVec,kMEdat)),1, function(x) gsub("kME","",colnames(kMEdat)[which(x==x[1])[2]-1]) )
kMEintramoduleVector<-unlist(lapply(kMEintramoduleVector,function(x) if(length(x)==0) { 1 } else { x })) #grey will be ignored in checking for kMEmaxVec-kMEintramoduleVector difference max
kMEmaxDiffTooBig<-(kMEmaxVec-kMEintramoduleVector) >= kMEmaxDiff
colorVecFixed[which( (colorVecFixed=="grey" & kMEmaxVec>reassignIfGT) | kMEmaxDiffTooBig )] <- kMEmaxColorsVec[which( (colorVecFixed=="grey" & kMEmaxVec>reassignIfGT) | kMEmaxDiffTooBig )]
net$colors<-colorVecFixed
# Are colors still in rank order? -- put them in order by recoloring modules that changed rank
sort(table(net$colors),decreasing=TRUE)[!names(sort(table(net$colors),decreasing=TRUE))=="grey"]
oldcolors <- names(sort(table(net$colors),decreasing=TRUE)[!names(sort(table(net$colors),decreasing=TRUE))=="grey"])
for (i in 1:length(oldcolors)) {
net$colors[net$colors==oldcolors[i]]<-paste0("proxy",labels2colors(i))
}
for (i in 1:length(oldcolors)) {
net$colors[net$colors==paste0("proxy",labels2colors(i))]<-labels2colors(i)
}
# one can check that colors are in order by size now
#sort(table(net$colors),decreasing=TRUE)[!names(sort(table(net$colors),decreasing=TRUE))=="grey"]
# recalculate kME table, since we have corrected color assignments
MEs<-tmpMEs<-data.frame()
MEList = moduleEigengenes(t(cleanDat), colors = net$colors, verbose=0)
MEs = orderMEs(MEList$eigengenes)
net$MEs <- MEs
colnames(MEs)<-gsub("ME","",colnames(MEs)) #let's be consistent in case prefix was added, remove it.
rownames(MEs)<-rownames(numericMeta)
tmpMEs <- MEs #net$MEs
colnames(tmpMEs) <- paste("ME",colnames(MEs),sep="")
MEs[,"grey"] <- NULL
tmpMEs[,"MEgrey"] <- NULL
kMEdat <- signedKME(t(cleanDat), tmpMEs, corFnc="bicor")
# recheck min kMEintramodule and max diff from kMEmax
nModules<-length(table(net$colors))-1
modules<-cbind(colnames(as.matrix(table(net$colors))),table(net$colors))
orderedModules<-cbind(Mnum=paste("M",seq(1:nModules),sep=""),Color=labels2colors(c(1:nModules)))
orderedModulesWithGrey=rbind(c("M0","grey"),orderedModules)
kMEsIntramoduleVector<-apply( as.data.frame(cbind(net$colors,kMEdat)),1,function(x) if(!x[1]=="grey") { paste0(round(as.numeric(x[which(colnames(kMEdat)==paste0("kME",x[1]))+1]),4)) } else { 1 } ) #grey proteins set to dummy value of 1 (ignore)
kMEmaxVec<-apply( as.data.frame(kMEdat),1,function(x) max(x) )
kMEintramoduleVector<-unlist(lapply(kMEintramoduleVector,function(x) if(length(x)==0) { 1 } else { x })) #grey will be ignored in checking for kMEmaxVec-kMEintramoduleVector difference max
kMEmaxDiffCalc<- kMEmaxVec-kMEintramoduleVector
if (min(kMEsIntramoduleVector)>=greyIfLT & max(kMEmaxDiffCalc)<=kMEmaxDiff) { cat(paste0("\nkME table 'clean' in ",iter," iterations.")); retry=FALSE; }
iter=iter+1
if (iter>30) break; #**
}
##
## kME table Cleanup, processing iteration 1...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table Cleanup, processing iteration 2...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table 'clean' in 2 iterations.
#** breaks after iteration 30 if did not reach criteria.
#12 iteration : Clean table
##############################################################################################################################
nModules<-length(table(net$colors))-1
modules<-cbind(colnames(as.matrix(table(net$colors))),table(net$colors))
orderedModules<-cbind(Mnum=paste("M",seq(1:nModules),sep=""),Color=labels2colors(c(1:nModules)))
modules<-modules[match(as.character(orderedModules[,2]),rownames(modules)),]
as.data.frame(cbind(orderedModules,Size=modules))
## Mnum Color Size
## turquoise M1 turquoise 204
## blue M2 blue 187
## brown M3 brown 139
## yellow M4 yellow 136
## green M5 green 126
## red M6 red 122
## black M7 black 107
## pink M8 pink 80
## magenta M9 magenta 73
## purple M10 purple 67
## greenyellow M11 greenyellow 64
## tan M12 tan 62
## salmon M13 salmon 57
#recalculate kME table, since we have corrected color assignments
MEs<-tmpMEs<-data.frame()
MEList = moduleEigengenes(t(cleanDat), colors = net$colors)
MEs = orderMEs(MEList$eigengenes)
net$MEs <- MEs
colnames(MEs)<-gsub("ME","",colnames(MEs)) #let's be consistent in case prefix was added, remove it.
rownames(MEs)<-rownames(numericMeta)
tmpMEs <- MEs #net$MEs
colnames(tmpMEs) <- paste("ME",colnames(MEs),sep="")
MEs[,"grey"] <- NULL
tmpMEs[,"MEgrey"] <- NULL
kMEdat <- signedKME(t(cleanDat), tmpMEs, corFnc="bicor")
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
kMEdat
## kMEtan kMEturquoise kMEyellow kMEgreenyellow
## AAK1|Q2M2I8 -0.1068572269 0.3412015491 0.1420454718 0.1773803891
## AAK1|Q2M2I8.1 0.1541738689 0.5245862558 0.3200720905 0.4272255746
## ABAT|P80404 -0.1220666620 -0.4958596575 -0.7869289217 0.4789381410
## ABHD12|Q8N2K0 -0.1733106080 -0.4336649418 -0.1939768398 0.0408490443
## ABHD16A|O95870 -0.2312776860 -0.4047885920 -0.2724418642 -0.0249450260
## ABHD6|Q9BV23 -0.4627563934 -0.0798126751 0.1551788868 -0.1295959545
## ABI1|Q8IZP0-9 -0.2002104453 -0.3337649714 -0.3218692670 -0.1859675681
## ABI2|Q9NYB9 0.3769892845 0.5488558525 0.3087494515 0.5774167278
## ABLIM1|O14639-6 -0.0487820086 -0.2202384634 -0.3398296271 0.1673257665
## ABLIM1|O14639-6.1 0.0442742618 -0.2951030669 -0.0008905902 0.1831092771
## ABLIM2|Q6H8Q1-9 0.3407051428 0.2713168818 0.4167610492 -0.1640179748
## ABR|Q12979 0.2815360680 0.8505383826 0.3694092669 0.4609635315
## ACAA1|P09110 -0.1859885083 -0.3096765548 -0.2452402997 0.0465515462
## ACAA2|P42765 0.4237292978 0.3821710137 0.4219485234 0.1650510881
## ACAD9|Q9H845 -0.1830336571 -0.5241755393 -0.5590815908 -0.0602910921
## ACADL -0.2036555242 0.1992901966 -0.0357613924 0.1305219121
## ACADSB|P45954 -0.2386440545 -0.7161316984 -0.5658721855 -0.1923013812
## ACADVL|P49748 -0.0668097312 -0.3183346281 -0.3522522703 -0.2930707657
## ACAT1|P24752 -0.5360203751 -0.8686119885 -0.8507218454 -0.0674153093
## ACAT2|Q9BWD1 -0.0077355974 0.1902942863 -0.2076203272 0.2392168178
## ACLY|P53396 0.5418206263 0.6011060423 0.4073190378 0.1490884173
## ACO2|Q99798 -0.5517110610 -0.4981910844 -0.7438250933 0.2148456800
## ACO2|Q99798.1 -0.4040541539 -0.8081877759 -0.8602068296 -0.0249555133
## ACOT13|Q9NPJ3 -0.4391141771 -0.3857773129 -0.6924355431 0.3329262930
## ACOT7|O00154 0.3714543127 0.9031640910 0.5169911375 0.3396099491
## ACOT9|Q9Y305 -0.1628546952 -0.4044453189 -0.6921993685 0.1874617923
## ACOX1|Q15067-2 0.1274460290 -0.4452855407 -0.1136832392 -0.2153946949
## ACSBG1|Q96GR2 -0.1600563745 0.3715696416 -0.0619097677 0.4456170722
## ACSF2|Q96CM8 -0.1341631019 -0.6726223809 -0.5924039743 0.0772985972
## ACSL1|P33121 0.4394253570 0.1006252248 0.2585757640 -0.1603161941
## ACSL6|Q9UKU0-1 -0.1195902733 0.3643765407 0.2816876027 -0.0459234145
## ACTB|P60709 0.0381565788 0.4880012803 0.1767176230 0.2433316480
## ACTB|P60709.1 0.3404729642 -0.2461633556 -0.3651925868 0.0132141089
## ACTN1|P12814-3 0.3864356802 0.8370242591 0.8443438320 0.1876018090
## ACTN2|P35609 -0.1251659053 0.0774717969 0.4704467931 -0.2929531928
## ACTN4|O43707 -0.1980266099 0.2599257545 0.0533278339 -0.0199090187
## ACTR10|Q9NZ32 0.3034783723 0.2130561852 0.0728398494 -0.0372244547
## ACTR1A|P61163 0.4389099493 0.7983049529 0.6601167772 0.2330979082
## ACTR1B|P42025 0.2203252328 0.5381517141 0.4278616473 0.3211257181
## ACTR2|P61160-2 0.0089170282 0.5365571235 0.0737397312 0.5088375232
## ACTR3|P61158 0.3267208643 0.2940606283 -0.0758393701 0.1699420690
## ACTR3B|Q9P1U1 0.0829438262 0.1133501301 0.1238886590 -0.0861694949
## ADAM22|Q9P0K1 -0.0130149130 -0.1443888693 -0.0029994809 -0.1514125741
## ADAM23|E7EWD3 -0.2633848656 -0.2081187246 -0.1719827915 -0.3596390390
## ADAP1|O75689 0.4059023972 0.7191317817 0.6272091152 0.1932313042
## ADCY5|O95622 -0.5471845819 -0.6226123815 -0.5598979232 0.0906112089
## ADD1|P35611-4 0.4221497256 0.8705151070 0.8328931023 0.0689847805
## ADD2|P35612 0.5384859347 0.7695639657 0.9238744779 0.0481114093
## ADD3|Q9UEY8 -0.0740993693 -0.1609751832 -0.0449885550 -0.0441622794
## ADGRL1 -0.1388563049 -0.0826169044 0.0653859763 -0.0036449550
## ADH5|P11766 0.3935471700 0.4415588065 0.3277010304 0.1160835547
## ADK|P55263 0.5666710006 0.7600644638 0.5457971076 0.0430904955
## ADO|Q96SZ5 0.0384627701 -0.2078870455 -0.0222019764 -0.0400390426
## AFG3L2|Q9Y4W6 -0.4907357011 -0.4717517108 -0.3673160337 0.0032972492
## AGAP2|F8VVT9 -0.3180860714 -0.7366866289 -0.5899699895 -0.2069685499
## AGAP3|Q96P47 0.2670862772 0.5057477275 0.4160940001 0.1902879045
## AGFG1|P52594 0.4515929522 0.4126064732 0.2443660276 0.3228736889
## AGK|Q53H12 -0.1474374102 -0.7179767117 -0.2741387614 -0.4797755234
## AHCYL1|O43865 -0.2180158846 0.1257103739 -0.3108627911 0.4672419868
## AHCYL2|Q96HN2-2 0.0586752649 -0.1293566111 -0.0303755854 -0.1901347624
## AHI1 0.2139435299 0.3963223957 0.3264355919 -0.1528854663
## AH K|Q09666 -0.1477291689 -0.2688684655 -0.2511285333 -0.0472418948
## AH K2|Q8IVF2 0.4618519764 0.5151774810 0.4105942599 0.0580982351
## AHSA1|O95433 0.2767211536 0.6810591690 0.1627669934 0.3227145175
## AIFM1|O95831 -0.4443672293 -0.0445425413 -0.2750796889 0.0941370685
## AIMP1|Q12904 -0.2827944339 0.0232627453 0.0096577139 0.1057048086
## AK1|P00568 0.1535271252 0.3971134197 0.0961086287 0.0490712402
## AK4|P27144 -0.1791968494 -0.0644290943 0.1928252334 -0.2779044099
## AK5|Q9Y6K8 0.3935250780 0.1374152223 0.0378454309 0.1677359022
## AKAP5|P24588 -0.1899589766 -0.1083983927 -0.3613743759 0.2895926757
## AKR1A1|P14550 0.1097754927 -0.0838388865 -0.1165341286 0.3330050100
## AKR1B1|P15121 -0.2033000159 -0.4504525670 -0.3243287577 -0.2374160789
## AKR1B1|P15121.1 -0.2076090612 -0.0056328042 -0.1011032484 -0.2177730387
## ALB|P02768 0.3400250798 0.6645408289 0.4440882210 -0.0075940871
## ALDH18A1|P54886 -0.0040799472 -0.4428272572 -0.5336724087 0.2679067001
## ALDH1A1|P00352 -0.1041231133 0.0598944763 -0.2961176592 0.3428901175
## ALDH1B1|P30837 -0.0134554923 -0.4992796622 -0.6672647218 0.0953423496
## ALDH1L1|O75891 -0.0380731322 0.2686863956 -0.2613451332 0.5459418029
## ALDH2|P05091 -0.3288321865 -0.4437292464 -0.6463066702 0.0641268697
## ALDH5A1|P51649 -0.1101272215 -0.5339995832 -0.5865113431 -0.0427268018
## ALDH6A1|Q02252 -0.3245623177 -0.7285216812 -0.7517863502 -0.0536830822
## ALDH7A1|P49419-2 -0.1739496162 -0.0611490781 -0.0340334333 0.0744131822
## ALDH9A1|P49189 0.0630865961 0.2630031817 0.3406326821 -0.2891130804
## ALDOA|P04075 0.3864073627 0.8189866646 0.7338213152 0.0016585941
## ALDOC|P09972 0.2747388607 0.6436628062 0.1590018972 0.3684097149
## ALG2|Q9H553 -0.4455502371 0.0597846950 -0.1036128417 0.1644644791
## ALYREF|E9PB61 0.2548928129 0.0397130594 0.1045710638 -0.1605517299
## AMPH|P49418 0.2074563697 0.3091225247 0.0533798461 0.2039225521
## ANK1|P16157-3 0.2235883268 -0.0215212202 -0.0583816303 0.0381984075
## ANK2|I6L894 -0.3779187768 -0.2979481215 -0.5264614867 0.2921169371
## ANK2|I6L894.1 -0.4957241124 -0.7683658242 -0.6219577166 -0.2014199400
## ANKFY1|Q9P2R3 -0.4306095028 -0.2829995897 -0.0394712604 -0.5476292835
## ANKRD63 -0.2876390991 -0.1542879383 -0.0941485491 0.1703009123
## ANKS1B|Q7Z6G8 -0.4356710290 -0.2691737611 -0.5435412710 0.2294053566
## ANP32A|P39687 0.2734158579 0.2487481167 0.4871336933 0.0787231934
## ANXA1|P04083 -0.1325548382 -0.2614326989 -0.2277194821 0.0696943927
## ANXA6|P08133 -0.1008091043 0.4882596443 -0.0702318777 0.5905278593
## ANXA7|P20073 -0.5264043630 -0.3768729707 -0.4142991825 -0.1374515135
## AP1B1|Q10567 -0.2065875078 0.3691481143 -0.0391189985 0.5445893670
## AP1B1|Q10567.1 -0.0793484976 -0.1351619639 -0.4278027902 0.2991877696
## AP1G1|O43747 0.1361203043 0.1038367302 -0.0316157124 0.2101170867
## AP1M1|Q9BXS5 -0.2923072159 -0.3186816579 -0.4664674825 -0.2319734969
## AP2A1|O95782 -0.1297017627 -0.2234214356 -0.5085448741 0.6438099550
## AP2A2|O94973 -0.4146328993 -0.5461235334 -0.8579166132 0.4896844507
## AP2B1|P63010 -0.2549838410 -0.1668421129 -0.6133648676 0.6273880685
## AP2M1|Q96CW1 -0.3904588028 -0.3360870545 -0.6686960207 0.4115720893
## AP2S1|M0R0N4 -0.3153494317 -0.3047229496 -0.3110045508 0.2780560962
## AP3B2|Q13367 0.4277148619 0.6301759772 0.2555922998 0.5991499262
## AP3D1|O14617-5 0.0752289355 0.4033131942 0.0010565090 0.3844510149
## AP3M2|P53677 0.2389136972 0.1724199417 -0.0774741479 0.2787453751
## AP3S1|Q92572 0.0915310386 0.1312382528 0.1901146138 0.0441797216
## AP3S2|H0YLI7 -0.3047940505 -0.2017662326 -0.2716922177 -0.2035640600
## APEH|P13798 -0.1535824364 0.0211183409 -0.0111422945 -0.2500110356
## APMAP|Q9HDC9 -0.0407327773 -0.5148807809 -0.0198828834 -0.3807010728
## APOO|Q9BUR5 -0.2744237481 -0.3021948430 -0.2649933504 -0.3519461287
## APPL1|Q9UKG1 0.4146616190 0.3454524495 0.3552698142 -0.1459657842
## ARAF|P10398 -0.2199068161 -0.2397132514 -0.0560184411 -0.3814299180
## ARF1 0.6773878630 0.5834719437 0.4814234129 0.4549171427
## ARF4|P18085 0.3125308071 0.6719920701 0.6042564410 0.1610350406
## ARF5|P84085 0.3008124651 0.4139121917 0.4123612356 0.0405479811
## ARF6|P62330 -0.1245236027 0.1428891076 -0.1642352032 0.8172490616
## ARFGAP1|Q8N6T3-2 -0.0324636379 0.4264341011 0.0233972606 0.3052295023
## ARFIP2|P53365 0.4823846082 0.1352036338 0.0900271812 0.2881088576
## ARHGAP1|Q07960 0.3207600294 0.5255660964 0.4006380919 0.3863223121
## ARHGAP32|A7KAX9 0.2132315420 0.2725527737 0.3413094544 -0.0666022721
## ARHGAP35|Q9NRY4 0.5487632868 0.5516204464 0.3925810556 0.2225207169
## ARHGAP44|Q17R89 -0.1935065678 -0.5802532535 -0.3307294970 0.1917728133
## ARHGDIA|P52565 0.4634683821 0.8552650072 0.6296150571 0.0477797818
## ARHGEF2|V9GYM8 0.1832225355 0.0067931810 0.2371050670 -0.6558182631
## ARHGEF7|Q14155-3 -0.0115002725 -0.0084002535 -0.0014339713 0.0698756670
## ARL6IP5|O75915 -0.1982382446 -0.5408949931 -0.1543491013 -0.5197962896
## ARL8A|Q96BM9 -0.1635350593 0.0714119716 0.3177700825 -0.0848314030
## ARMC10|Q8N2F6 -0.4318069901 -0.0611926194 -0.1090526926 0.1006909491
## ARPC1A|Q92747 0.2657163484 0.8356487900 0.3261291713 0.5943735577
## ARPC2|O15144 0.2299577381 0.7898931179 0.2901383447 0.3916311199
## ARPC3|O15145 0.2695478300 0.8374332975 0.5370312189 0.1765597739
## ARPC4|P59998 0.1845415673 0.8549468011 0.4200631222 0.2784746790
## ARPC5|O15511 -0.1606254536 -0.0690675808 -0.1365827135 0.0785219900
## ARPC5L|Q9BPX5 0.1697283891 0.2305859839 0.4750178071 -0.0767367072
## ARSB|P15848 -0.5189123788 -0.2167780751 -0.2597549143 -0.1480576291
## ASAP1|Q9ULH1 0.2866438073 0.2772760663 0.4248173343 -0.2096495614
## ASRGL1|Q7L266 0.4579404734 0.3227966176 0.1489084996 0.4627827369
## ASS1|P00966 -0.1735623842 -0.1380113066 -0.3115233436 0.0061934153
## ASTN1|O14525-2 -0.5337497776 -0.0991371590 -0.2605573450 -0.1805690960
## ATAD1|Q8NBU5 -0.3697534640 -0.3740088490 -0.6343263779 0.1891808939
## ATCAY|Q86WG3 0.3756666245 0.1994323876 -0.0773860666 0.2402221759
## ATL1|Q8WXF7 -0.0188620459 -0.2190584500 0.2386899760 -0.3303086668
## ATP1A1|P05023 -0.4519136246 -0.3870344897 -0.5033972538 0.3725052664
## ATP1A2|B1AKY9 -0.5343923188 -0.2239946698 -0.5076997841 0.2930456848
## ATP1A3|P13637-3 -0.3409980657 -0.3659984914 -0.5731963982 -0.1603907390
## ATP1A4 0.0210682014 0.1007089532 -0.1666767791 0.3814651047
## ATP1B1|P05026 0.0422080999 0.3151541410 -0.0743037092 0.3293244010
## ATP1B2|P14415 0.3295345238 0.3740629122 -0.0493620939 0.4476293035
## ATP2A2|P16615 0.1247610511 -0.0011951267 0.4223560301 -0.6221607656
## ATP2B1|P20020-4 -0.0516025831 0.0027092975 -0.3857386349 0.6756823297
## ATP2B1|P20020-4.1 -0.0976685105 0.1733438369 0.0365381190 -0.1603412657
## ATP2B2|Q01814 -0.4231005872 -0.0407702989 -0.5822653609 0.6745720778
## ATP2B2|Q01814.1 0.2307383564 -0.0154954615 -0.0557681395 -0.1493801877
## ATP2B3|Q16720-2 -0.1575984922 -0.0550967440 -0.3461667868 0.4213085640
## ATP2B4|P23634-2 -0.5777836920 -0.4510476658 -0.6165230774 0.2291100286
## ATP5F1C -0.6264787252 -0.8182010117 -0.7812867075 -0.0093442365
## ATP5ME -0.0314871787 0.0760050390 -0.0056604053 0.0030874031
## ATP5MK -0.1555814735 -0.5980002260 -0.4085717074 -0.3027771929
## ATP5PB 0.0053329199 -0.0151198945 -0.2209588834 0.2085532492
## ATP6V0A1|Q93050-1 -0.0841032311 0.3304987345 -0.1981578251 0.4016842054
## ATP6V0D1|F5GYQ1 0.0417968174 0.3858098050 -0.3042753260 0.7925914891
## ATP6V1A|P38606 0.0047835266 0.2179276840 -0.3081097277 0.7690474186
## ATP6V1B2|P21281 0.1947729359 0.3279831249 -0.2356229726 0.7794444625
## ATP6V1C1|P21283 0.1623917376 0.3501324586 -0.1833160570 0.5229865412
## ATP6V1D|Q9Y5K8 -0.0583484438 0.1231346364 0.0019853410 0.3737642679
## ATP6V1E1|P36543 -0.2448713263 0.1118947608 -0.3339520602 0.6926240881
## ATP6V1H|Q9UI12-2 0.0476576962 0.1955008522 -0.2138984355 0.6791919114
## ATP8A1|Q9Y2Q0 -0.3920449547 -0.5977367827 -0.5148194969 0.0377634091
## ATPAF1|I3L448 0.1009212211 0.0052217737 0.3652766629 -0.5956368694
## ATXN10|Q9UBB4 0.7550279853 0.2290675731 0.3169332695 0.0994971179
## AUH|Q13825 -0.5113177522 -0.7976364344 -0.8647725220 -0.2078199024
## AURKAIP1 -0.3703115619 -0.6345404948 -0.4643871610 -0.1407359800
## BAIAP2|Q9UQB8-4 -0.2224865326 -0.4234838603 -0.3680894434 0.0243056734
## BASP1|P80723 -0.1556376962 -0.1556153900 -0.3753675848 0.1869964021
## BCAN|Q96GW7 -0.4808307260 -0.4211409252 -0.1837354562 -0.4324270653
## BCAS1|H0Y542 -0.2898013382 0.1719716053 0.0129926999 -0.0388422255
## BCAS3|Q9H6U6-7 -0.3931390485 -0.3198411085 -0.2822718205 -0.5367629954
## BCAT1|P54687-5 0.2190309798 0.2012720169 -0.1539534764 0.2750657378
## BCKDHB|P21953 0.0038364373 -0.3657529311 -0.0641410063 -0.0884495750
## BCR|P11274 -0.6675021498 -0.2705522454 -0.3970071029 -0.0842331859
## BDH1|Q02338 -0.3480543610 -0.6048722579 -0.7436650114 0.3281384148
## BEGAIN|Q9BUH8 -0.3785674515 -0.1647233225 -0.2780742001 0.2124346064
## BICD2|Q8TD16-2 -0.2203700565 0.1223196120 0.2708210120 -0.0801328708
## BIN1|O00499 0.1820878735 0.5851020795 0.3470873224 0.3011967512
## BIRC6|Q9NR09 0.4107612740 0.4959460591 0.6687553498 -0.2681856719
## BLMH|Q13867 -0.2083844508 -0.3382624269 -0.4257876771 -0.0510455645
## BLVRA|P53004 0.2025329858 0.4588898484 0.0924889369 0.1629542906
## BPHL|Q86WA6 -0.4432891087 -0.4073151304 -0.4240357093 0.1009770327
## BPNT1|O95861 0.0118357814 0.0371358567 -0.2181087694 0.3795874728
## BRK1|Q8WUW1 -0.5077021347 -0.3543974151 -0.3173262721 0.0011429746
## BRSK1|Q8TDC3 -0.5116898632 -0.3541598173 -0.5293127527 0.3268628288
## BRSK2|Q8IWQ3-4 0.3160518581 0.5733376412 0.3967605206 -0.0161907779
## BSG|P35613 -0.0902903761 0.0448680081 -0.3498059863 0.4636988338
## BSN|Q9UPA5 -0.3733900556 -0.1537642116 -0.4811228217 0.5967549313
## BTBD17|A6NE02 -0.2416455384 0.1407029183 -0.1369728491 0.2259698976
## C1QA|P02745 -0.6421465603 -0.3248491101 -0.6283396184 0.0423871554
## C1QC|P02747 -0.2667331835 -0.6111737246 -0.2411492971 -0.4255412302
## C2CD2L|O14523 -0.1199043946 -0.2754454989 -0.1171435014 -0.3064634603
## C2CD4C|Q8TF44 0.4474813565 0.0936219249 0.0388059346 -0.0346397038
## CAB39|Q9Y376 0.2452528915 0.3397634412 0.2230036862 0.1972821741
## CAC 1E|Q15878-3 -0.4032858896 -0.4755999953 -0.3062055552 -0.1140584961
## CAC 2D1|P54289-3 0.1150935465 -0.1060326153 -0.3813537002 -0.1453163126
## CACNB4|H0Y476 -0.2323229090 -0.1382866527 -0.2562182854 0.3439746295
## CACNG8|Q8WXS5 0.0305124451 0.0267638650 -0.4480273032 0.5388907406
## CADM2|Q8N3J6 0.3720912568 0.4332735146 0.0915099166 0.1638073465
## CADM3|Q8N126 -0.1733275926 0.2761000884 -0.0555163024 0.1656531666
## CADM4|Q8NFZ8 0.2955384013 0.3751922255 0.0247188860 0.3300411314
## CALB2|P22676 0.4912901026 0.7527004751 0.5766065208 0.1628169329
## CALM1 0.3629399456 0.2324079777 0.2695991888 0.0191970800
## CALR|P27797 0.1124874984 -0.0447133225 -0.3308958033 0.3993275397
## CAMK1D|Q8IU85-2 0.4443495347 0.4614101940 0.1345357271 0.3611348311
## CAMK2A|Q9UQM7-2 0.4770793658 -0.0807047218 0.0474205648 -0.0589270751
## CAMK2B|Q13554 0.5000548674 0.1739839415 0.2237610784 -0.0564548979
## CAMK2G|A0A0A0MS52 0.0025674453 -0.2513954670 -0.0055678458 -0.1190490907
## CAMK2G|A0A0A0MS52.1 0.1231841139 -0.0884725196 -0.0745095127 0.0765139933
## CAMKK2|Q96RR4 0.7723706083 0.3897556726 0.4231520537 0.0472070752
## CAMKV|Q8NCB2 -0.3401386552 -0.1762357814 -0.5907538302 0.6420047724
## CAND1|Q86VP6 0.4471908281 0.9013468518 0.7946508153 0.1793172975
## CANX|P27824 0.6708514398 0.2640834687 0.6233975072 -0.4267347713
## CAP1|Q01518-2 0.4921562016 0.8963831567 0.7171488484 0.2561414758
## CAP2|P40123 0.5353522333 0.5230839123 0.6605801225 -0.0110688296
## CAPN1|P07384 -0.4269241849 -0.2460269476 -0.1047781546 -0.0622286290
## CAPN2|P17655 0.3325163188 0.3512098665 0.2059463695 -0.1571435796
## CAPNS1|P04632 -0.1362793750 -0.2809866268 -0.1437208376 -0.2316286659
## CAPZA1|P52907 -0.3897236584 -0.1487539392 -0.4509805988 0.1176965885
## CAPZA2|P47755 0.4277465087 0.5541633064 0.1100843422 0.5548710333
## CAPZB|B1AK88 0.0760534826 0.5723715474 0.0925343402 0.6469349157
## CASK|O14936-4 -0.2946170948 -0.1688823164 -0.4100389820 0.2587538628
## CASKIN1|Q8WXD9 -0.1674842363 -0.4063488173 -0.4411032531 0.0686010138
## CAT|P04040 -0.5134938250 -0.4605274396 -0.6338525445 -0.1539712526
## CBARP -0.2943593223 -0.5165654865 -0.2893194257 -0.3028621780
## CBR1|P16152 0.6367059729 0.4155898312 0.2008585827 0.1248307707
## CBR4|Q8N4T8 -0.1469709922 -0.0007046846 -0.1049288743 0.3508602845
## CCDC136|Q96JN2 -0.3595776362 -0.1303360629 -0.2319308503 0.1590625582
## CCNY|Q8ND76 -0.3933583431 -0.1485542286 -0.4788988144 0.2620724045
## CCT2|P78371 0.2160884698 0.6925334137 0.4008597570 0.4670787410
## CCT3|P49368 0.5237666422 0.7623205160 0.6166368471 0.0404877583
## CCT4|P50991 0.3958836154 0.7550365070 0.5477434307 0.2708314586
## CCT5|P48643 0.4429826008 0.7478178359 0.2100828975 0.4810896996
## CCT6A|P40227 0.1044357157 0.2507919147 0.0434190047 -0.0694019644
## CCT7|Q99832 0.2940157285 0.9121963874 0.5233329332 0.3454873327
## CCT8|P50990 0.4461648600 0.6637464523 0.7790963249 -0.1662151661
## CD200|U3KQG5 -0.3586141621 -0.4509508450 -0.6875094610 0.0936613997
## CD47|Q08722 -0.1671369041 0.0868105648 0.0798595935 0.0712516751
## CDC37|Q16543 0.3577602574 0.5011055819 0.5499196811 -0.1387890170
## CDC42|P60953-1 0.3610687912 -0.2338466831 0.0184068934 -0.3550263481
## CDC42|P60953-1.1 -0.2053697001 -0.6508207812 -0.2685284987 -0.3100553646
## CDC42BPB|Q9Y5S2 -0.2405089432 0.1868989207 -0.3560849465 0.4783040644
## CDH2|P19022 -0.1185957970 -0.1874920161 -0.0980786664 -0.2427950342
## CDK5|Q00535 0.4144621355 0.5933118124 0.3913541960 0.2843841617
## CDS2|O95674 0.1132317755 -0.3311955012 0.0722524613 -0.4647917607
## CEND1|Q8N111 0.0217451354 -0.4522650821 -0.4467182062 -0.0447046348
## CENPV|Q7Z7K6 0.5053239730 0.2222296328 0.5195238461 -0.3664893598
## CEP170|Q5SW79 -0.2006739843 -0.3132727525 -0.3605076153 -0.0788495483
## CFL1|E9PK25 0.2508144117 0.6888177621 0.3511138917 0.3187834810
## CFL2|Q9Y281 -0.2537411101 -0.3274816993 -0.3860219721 -0.0937261744
## CGNL1|Q0VF96 -0.5271370126 -0.1045523306 -0.3123477392 0.1523673907
## CGREF1|Q99674 -0.0476325305 -0.0912246013 -0.2414709256 0.1034120342
## CHCHD3|C9JRZ6 -0.2187688589 -0.1708615930 -0.1922803984 0.0680850866
## CHCHD6|Q9BRQ6 -0.4336182594 -0.5811042368 -0.5211278027 0.1163227893
## CHD3|Q12873 0.2268759066 0.0498126455 0.2161467103 -0.4059427726
## CHP1|Q99653 0.0699975479 0.0501332612 0.1580400827 -0.0139747917
## CISD1|Q9NZ45 -0.5149966475 -0.6288718731 -0.4894883781 0.0139921542
## CIT|H7BYJ3 -0.3588914260 -0.0506644323 -0.3217521933 0.0956120425
## CKAP5|Q14008 0.4383787501 0.3445902808 0.6840156696 -0.3159773122
## CKB|P12277 0.4168207683 0.9250519900 0.5733685571 0.2668992734
## CLASP2|E7EW49 0.6370276565 0.5136010798 0.6070419143 -0.2193114154
## CLDN11|O75508 0.3279574333 0.4214555027 0.3235949125 0.0120743716
## CLIC4|Q9Y696 0.1866145907 0.5745478868 0.7713312551 0.0201995164
## CLIP2|Q9UDT6 0.0266111977 -0.0471682111 0.2755070978 -0.4480083136
## CLTA|P09496-3 -0.0173748755 -0.0242418412 -0.0202503682 0.0756059356
## CLTB|P09497 0.0044998360 -0.4004609260 -0.3663692017 -0.1136451596
## CLTC|A0A087WVQ6 -0.1883490526 -0.5231893784 -0.7612295895 0.3774465734
## CLVS1|Q8IUQ0 0.2026806217 0.4655419026 0.6551354140 -0.1383505615
## CMAS|Q8NFW8 0.3200874543 0.6011135571 0.6257957651 0.0126707116
## CMPK1|P30085 0.5888727954 0.5368917158 0.4654948360 -0.0641306029
## CNDP2|Q96KP4 -0.1993489077 -0.1593120239 -0.5459184165 0.3335900829
## CNKSR2|Q8WXI2-5 -0.0303546755 0.1993996060 0.0595952685 0.1715663114
## CNP|P09543 0.3708900622 0.9283365221 0.6399959640 0.2975121970
## CNRIP1|Q96F85 0.1507863513 0.4962193394 -0.0171931467 0.5746082348
## CNTN1|Q12860 -0.1857969196 -0.4996614638 -0.2605898455 -0.0397147568
## CNTN4|Q8IWV2 -0.4308236561 -0.1160623058 -0.3662554284 -0.0428815205
## CNT P1|P78357 0.4103821316 0.3607946876 0.4184727850 -0.2682603113
## CNT P2|Q9UHC6 -0.1297277968 0.3162920277 -0.1021282089 0.0943416218
## COMT|P21964 0.2653910319 0.0746185790 0.4207056884 -0.0762828052
## COPA|P53621 0.5075454965 0.3743364497 0.6470313266 -0.3220763111
## COPG1|Q9Y678 -0.0896126844 -0.0853342711 -0.2696957589 0.1853627336
## COPS2|P61201 0.2514516170 0.0206627563 0.3181562041 -0.3986310848
## COPS3|Q9UNS2 0.0282571281 0.3570725574 0.2412030939 0.4181079497
## COPS4|Q9BT78 0.0734565232 0.2649479469 0.0711052685 0.1473454502
## COPS6|E7EM64 0.1059534564 0.0529591659 0.4218711088 -0.2377577665
## CORO1A|P31146 -0.0238380359 0.6452928632 0.3659400290 0.3047849798
## CORO1B|Q9BR76 0.1730191028 -0.0967996787 -0.2665640173 0.1113764861
## CORO1C|Q9ULV4 0.3719172263 0.5497755575 0.3993678915 0.0298107019
## CORO2B|Q9UQ03 0.3769490441 0.5904494769 0.7239920656 -0.0951615390
## COTL1|Q14019 -0.2404996700 0.1555741365 -0.0296947880 0.2028773927
## COX4I1|P13073 0.7157088896 0.4744073162 0.6118995524 0.0477535652
## COX5A|P20674 -0.1011737538 0.1133942123 0.3102851201 -0.2266718236
## COX6A1|P12074 -0.0996457236 -0.5270976004 -0.2738839298 -0.3580549807
## COX6C|P09669 0.0845215799 0.2829748905 0.2309896143 0.2379002368
## COX7A2|P14406 0.4749872180 -0.0937397432 -0.0678011278 0.1553079287
## CP|E9PFZ2 -0.4551320238 -0.1418482842 -0.5384658403 0.2934014300
## CPE|P16870 -0.5482598783 -0.4391320742 -0.3534235923 0.0275484190
## CPLX1|O14810 0.1377824639 0.6033667597 0.5562364173 0.1344080388
## CPLX2|Q6PUV4 0.0933842784 0.4642046437 0.1114463747 0.4623334874
## CPLX3|Q8WVH0 0.0087182886 -0.4023244471 -0.5082607140 0.0831840017
## CPNE1|B0QZ18 -0.5091703703 -0.2059855318 -0.5242379827 0.5085967434
## CPNE4|Q96A23 0.1835498515 0.0980858552 -0.2672466056 0.4557843103
## CPNE5|Q9HCH3 0.2135140862 0.0596229131 0.2342612764 -0.1148314263
## CPNE6|O95741 -0.0190439307 -0.1682356913 -0.4921589350 0.2853271911
## CPT2|P23786 -0.3837374727 -0.5867930834 -0.4504654716 0.0349203019
## CRIP2|P52943 -0.4433241517 0.1895411397 -0.0427326812 0.1332039187
## CRMP1|Q14194-2 -0.1045136050 -0.0913578056 -0.2514721183 0.3190631094
## CROCC|Q5TZA2 -0.1843677922 -0.6276286713 -0.2241853515 -0.4414203557
## CRYM|Q14894 0.1895054426 0.7342502027 0.5495031465 0.2218019518
## CS|O75390 0.1658046545 -0.2002780389 -0.2244134628 0.0300296353
## CSDE1|O75534 -0.0868239069 0.3232170546 0.1976578999 0.3316999148
## CSE1L|P55060 0.2184542393 0.6626094950 0.5622736729 -0.1334867778
## CSNK2A2|P19784 -0.2458329196 -0.5914700958 -0.2685123705 -0.4264562401
## CSPG5|O95196 -0.0225820153 -0.3225415932 -0.2161071894 -0.5853315432
## CSRP1|P21291 -0.0985113050 -0.0892393395 0.3858185069 -0.6817298514
## CTBP1|Q13363 -0.2236044544 -0.2121448339 -0.5409999379 0.2927843705
## CTN 1|P35221 -0.4130392210 -0.1519823763 -0.1371943573 0.2139214265
## CTN 2|P26232 -0.2553719386 0.1230799581 -0.3605208169 0.5037722923
## CTNNB1|P35222 -0.6299859960 -0.6931985444 -0.7952003547 0.0630843145
## CTNND2|Q9UQB3 -0.2266098969 -0.1270877177 -0.4426020868 0.2553244552
## CTSB|P07858 -0.1271977431 -0.7655989948 -0.7093201111 -0.0728224839
## CTSD|P07339 -0.5778558958 -0.5587981134 -0.6346374178 -0.1679812065
## CTTN|Q14247 0.2663386112 0.6817444926 0.4017635795 0.5023521614
## CTTNBP2|Q8WZ74 -0.2365505498 0.1141496689 -0.1317388059 0.6044476951
## CUL2|Q13617 -0.0386904139 0.2274856222 -0.0008648905 0.5292647621
## CUL3|Q13618 -0.2301102990 0.0933273367 0.2992997176 0.0227586374
## CUL5|Q93034 0.1590111568 0.1298818855 -0.0342126845 0.0181133319
## CYB5R1|Q9UHQ9 -0.2510629503 -0.4082334239 -0.7012281777 0.1008144743
## CYB5R3|P00387 -0.2177289652 -0.4317942084 -0.2980134639 0.1876708905
## CYC1|P08574 0.1482083588 -0.2460983209 0.0810551338 -0.3148827197
## CYCS|C9JFR7 -0.1082713843 -0.4651281021 -0.5652235577 -0.1205182131
## CYFIP1|Q7L576 -0.1419627721 -0.6291230022 -0.3915698800 -0.1762159936
## CYFIP2|Q96F07 -0.1982216230 -0.2871468807 -0.5646430318 0.5842108051
## CYFIP2|Q96F07.1 -0.1490668860 -0.3391432843 -0.3585651473 -0.1484344352
## CYLD|Q9NQC7 0.5122534928 0.4095095388 0.4114641158 0.1969088434
## CYP46A1|H0Y3G0 0.1510879533 -0.3429430155 0.1461241734 -0.6607525002
## CYTH2|Q99418 0.2368578645 0.3717074768 0.4867204613 -0.0489469040
## DAP3|P51398 -0.2778271838 -0.7714718062 -0.6973329490 0.0387644612
## DBN1|Q16643-3 0.4686721276 0.7995526500 0.7964153597 -0.0617558101
## DBNL|Q9UJU6 -0.0616038762 -0.2335818479 -0.1456875398 -0.2516644759
## DBT|P11182 -0.3647132378 -0.3095873163 -0.4661255405 0.1598890335
## DCLK1|O15075 0.3577184429 -0.1115562861 0.3042707206 -0.6457063585
## DCLK2|Q8N568-3 0.3446462389 0.2133360521 0.4174980487 0.0834474418
## DCTN1|Q14203 0.3548221035 0.4097851637 0.0644997693 0.3372956478
## DCTN2|Q13561 -0.0550771359 -0.2770770387 0.2251937179 -0.3342109478
## DCTN3|O75935 0.0634415325 -0.0654263338 0.0124560447 0.0713611530
## DCTN4|Q9UJW0 0.0665321661 0.3039289635 0.2607102206 -0.0282341421
## DDAH1|O94760 -0.0193196795 0.2021783595 -0.1381511794 0.2693029016
## DDAH2|O95865 0.0336573342 -0.5579900192 -0.2514837500 -0.1425879998
## DDB1|Q16531 0.1844774367 0.1771664675 0.3733201254 -0.1741616153
## DDOST|P39656 -0.4239810345 -0.7217935365 -0.1492188804 -0.6654594742
## DDX1|Q92499 -0.5193708323 -0.0306556161 -0.0430204575 0.0763404234
## DDX39B|Q13838 0.4449203879 0.6751005324 0.8933648196 -0.3201013208
## DDX5|P17844 0.6171754673 0.3679188237 0.6008720034 -0.3432413477
## DDX6|P26196 0.0814943875 -0.3084506143 0.3478299437 -0.5195807160
## DECR1|Q16698 -0.5618868648 -0.5403862223 -0.7391040285 0.1262951591
## DGKB|Q9Y6T7 0.3396112356 0.2249751976 0.1341689387 0.1188111372
## DGKG|P49619 0.2493889108 0.3950669992 0.3179083062 -0.1443456536
## DGKZ|Q13574-3 -0.3339724883 -0.4164783636 -0.7187787602 0.3173944986
## DHRS1|Q96LJ7 -0.4073790677 -0.6566983217 -0.4271878245 -0.3860247703
## DHX9|Q08211 0.5384894888 0.6264567244 0.7398836049 -0.2688699731
## DIRAS1|O95057 0.2758330437 0.2035511706 0.2083268857 -0.2070550967
## DIRAS2|Q96HU8 0.3315826885 0.8010436466 0.6843392228 0.1877505933
## DLAT|P10515 -0.4655569428 -0.8170885798 -0.8725333152 -0.0538199300
## DLD|P09622 -0.3628074099 -0.4596620049 -0.4105578431 -0.0757081087
## DLG1|Q12959-9 -0.3710646959 -0.3582616803 -0.6062279743 0.4683390905
## DLG2|Q15700-2 -0.3634188914 -0.0726333440 -0.6168272343 0.6569834134
## DLG3|Q5JUW8 -0.3915645887 -0.1008525653 -0.3731416803 0.4580496007
## DLG4|P78352 -0.6717619894 -0.1641269102 -0.6210543211 0.5463515903
## DLGAP1|O14490-7 -0.0195904680 -0.4229281427 -0.2271761246 -0.1722041912
## DLGAP1|O14490-7.1 -0.1376282250 -0.1538892280 -0.3984020110 0.3795778679
## DLGAP2|Q9P1A6 -0.1607544386 -0.1706709536 -0.2549976304 0.0679300640
## DLGAP3|O95886 -0.1275672663 -0.0639145929 -0.2573840933 0.4022830457
## DLGAP4|Q9Y2H0 -0.2964828545 0.3059690803 0.0015664482 0.4900887364
## DLST|P36957 -0.4839835745 -0.7208326830 -0.8642650431 0.0403264839
## DMTN|Q08495 0.3490765747 0.4348850962 0.5068848063 0.2490010585
## DMXL2|Q8TDJ6 -0.1184349155 0.5384662071 -0.1024846212 0.7112361417
## D JA2|O60884 0.5171421119 0.0771100604 0.0333954699 -0.0765092272
## D JA3|Q96EY1 -0.6421644974 -0.1183720380 -0.3172906794 0.0429859255
## DJC5|Q9H3Z4 0.3087004686 0.1070077661 0.3470300622 -0.3260018121
## DJC6|O75061-2 0.3476219157 0.6267049596 0.0928730413 0.6174667506
## DNM1|Q05193-2 0.2931275027 0.1552005155 -0.0669951063 0.1934115538
## DNM1|Q05193-2.1 -0.0748112077 0.1956067043 -0.3684051835 0.7878978646
## DNM1L|O00429-6 0.5836961110 0.8324400100 0.7953370718 0.2462237413
## DNM1L|O00429-6.1 -0.0158966583 -0.0280775302 0.1653868457 -0.2220110215
## DNM2|P50570 -0.1622719002 0.2228893951 -0.1883110048 0.3794218414
## DNM3|Q9UQ16-3 -0.0439007950 0.1394311163 0.0231790921 -0.0415270435
## DNPEP|E7ETB3 0.0064416210 -0.1293415647 0.1245689593 -0.2968682614
## DOCK3|Q8IZD9 -0.2467555654 -0.3382441437 -0.3997567384 -0.1279170883
## DOCK7|Q96N67 -0.2077480727 -0.3647474212 -0.0837041012 -0.4437343511
## DOCK9|Q9BZ29-5 -0.1721270862 -0.1053031466 -0.0086731793 0.0278045851
## DPP10|Q8N608-3 -0.0481244283 -0.1938937285 -0.2151764807 -0.0770260414
## DPP6|P42658-2 -0.1879907716 -0.4488079578 -0.1887777738 -0.2899772764
## DPYSL2|Q16555-2 0.2388501240 0.6773219284 0.2583853619 0.4468278000
## DPYSL2|Q16555-2.1 0.2580415424 0.7298302350 0.1976273726 0.5133249669
## DPYSL3|Q14195-2 -0.2407956366 0.1347687187 -0.3779873521 0.6687701814
## DPYSL4|O14531 0.2436704490 0.6017469445 0.2764869863 0.4052162744
## DPYSL5|Q9BPU6 0.0047194119 0.5765139747 -0.0351463013 0.7358880692
## DSP|P15924 -0.0109713694 -0.3656312210 0.0268218299 -0.3596246718
## DSTN|P60981 -0.0640593381 0.5152978165 0.1267941356 0.4136207940
## DTD1|Q8TEA8 0.0662982429 -0.0493058344 -0.0708083636 0.0042614587
## DYNC1H1|Q14204 0.4738608264 0.9077542733 0.7518668491 0.2301056679
## DYNC1I1|O14576-2 0.3563380621 0.0973372504 -0.0166674313 0.0913592318
## DYNC1LI1|Q9Y6G9 0.7502290503 0.6832600180 0.6789454445 0.2063124764
## DYNC1LI2|O43237 -0.3829178044 -0.1774698258 0.0388816422 -0.0429364837
## DYNLL1|P63167 0.1789200235 0.4697652400 0.2200366891 0.5051521417
## DYNLL2|Q96FJ2 0.4285414261 0.5676749826 0.4227914459 0.1227953574
## ECHS1|P30084 -0.6981055556 -0.4503652143 -0.5884137610 0.0228803246
## ECI1|P42126 -0.1128016099 -0.2270847366 -0.2947612628 -0.1338816666
## ECI2|A0A0C4DGA2 -0.0204655843 -0.0674609100 -0.0836097228 0.4448122762
## EDC3|Q96F86 0.0905171074 0.0175676093 -0.0325240212 -0.0759560389
## EEA1|Q15075 0.0565628816 -0.0497296814 0.1970215752 -0.5433355872
## EEF1A1|P68104 -0.6063184505 -0.6721354608 -0.7102706346 -0.2231191443
## EEF1A2|Q05639 0.4871732704 0.4386856132 0.6557509478 -0.2906585250
## EEF1D|E9PRY8 0.3993470365 -0.0648610894 0.3600762915 -0.4567831686
## EEF1G|P26641 0.2928187819 -0.1156164869 0.4429938270 -0.6359575059
## EEF2|P13639 0.4833211825 0.9167011336 0.6163443497 0.4020300502
## EFHD2|Q96C19 0.4174187348 0.4119479789 0.4240128861 0.2283221579
## EFL1 0.3875341165 -0.1797067487 0.0472526241 -0.4046720707
## EFR3B|Q9Y2G0 0.5279887946 0.0067644628 0.1753323427 -0.0384899474
## EHD1|A0A024R571 -0.4182027984 -0.7915275466 -0.7431260724 -0.1768253724
## EHD3|Q9NZN3 0.0395796404 0.1099959251 -0.3716427966 0.7302221823
## EIF2S1|P05198 -0.0269277054 0.2278302230 0.1017967883 0.0905554745
## EIF2S3|P41091 0.5463783315 0.4206099226 0.6550320037 -0.2343934588
## EIF3A|Q14152 0.3439642322 0.6986393406 0.7270629645 0.1089863389
## EIF3D|O15371 0.6114553248 0.0672614940 0.2873292617 -0.0572941788
## EIF3F|O00303 -0.2702629643 0.0841067662 0.2242446715 -0.0401469605
## EIF4A1|P60842 0.5181150154 0.6082929069 0.7680953407 -0.1742465031
## EIF4B|P23588 0.5291551300 0.4754163678 0.4464054843 -0.0808204178
## EIF4E|D6RBW1 -0.2785370895 -0.1056156030 0.0173475542 0.1716933274
## EIF4G1|Q04637-9 0.4990721845 0.6134222883 0.6450263655 0.0877448355
## EIF6|P56537 0.4826275041 0.4024509395 0.5677837960 -0.2258270063
## ELAVL1|Q15717 -0.2815957563 -0.6242311849 -0.3230926219 -0.6288764908
## ELAVL2|A0A0A0MRX1 0.1460539552 -0.2382202044 0.0156693562 -0.1614641379
## ELFN2|Q5R3F8 -0.5543017619 -0.3222801606 -0.6168566640 0.4129173720
## ELMO2|Q5JVZ5 0.0568133580 0.1607014477 -0.1251042343 -0.0022680658
## EMC1|Q8N766 -0.0727568099 0.0331266417 0.0792539305 -0.1376987302
## ENDOD1|O94919 0.2446007412 0.6167496344 0.3311241279 0.1094891022
## ENO1|P06733 0.3224522745 0.4294435576 0.1462167461 0.3139579591
## ENO2|P09104 0.3610829158 0.0440035552 0.0085136197 -0.1409524771
## EPB41L1|A0A0C4DH22 0.3269806320 0.4645187878 0.3894509787 0.3555256267
## EPB41L2|O43491-4 -0.0646425317 0.1052571064 -0.1437370724 0.3273851188
## EPB41L3|Q9Y2J2-4 0.3744667863 0.1047255093 0.4797610219 -0.2313738903
## EPB41L3|Q9Y2J2-4.1 -0.0907361330 -0.1770790492 -0.1476505327 0.0195315923
## EPHA4|P54764 -0.1074263184 -0.2213724675 -0.5155386646 0.0205871668
## EPM2AIP1|Q7L775 -0.0914894947 0.1092762913 0.2241299866 -0.4852416979
## EPN1|Q9Y6I3 0.1212651712 -0.0644143505 -0.0903502087 0.1034343224
## EPS15L1|Q9UBC2-2 0.4890045796 0.6707260516 0.6429315357 0.1815955115
## ERC2|O15083 -0.0960418215 0.0422482588 -0.3610270308 0.3985758394
## ERGIC1|Q969X5 0.2440183391 0.2395348441 0.3944843287 -0.0374686161
## ERLIN2|O94905 0.0494647304 -0.4855776049 -0.4875968989 0.0983743675
## ERP44|Q9BS26 -0.0643086924 0.0352097420 0.0600160103 -0.2197291891
## ESD|P10768 0.0438652801 0.2665844271 -0.0819926536 0.3233731417
## ETF1|P62495 -0.5019092956 -0.5896336187 -0.7712114378 -0.0357349064
## ETFA|P13804 -0.0615251851 0.1534195344 0.1103365275 -0.0171588453
## ETFB|P38117 -0.1872434826 -0.0478120148 -0.3724220813 0.2696586063
## ETFDH|Q16134 -0.0100015845 -0.3909716260 -0.5310531086 -0.0334140532
## EWSR1|B0QYK0 0.0206385890 -0.6296885158 -0.1205772240 -0.4449359525
## EZR|P15311 0.4077044656 0.1085935688 0.0952569331 -0.2228655617
## FABP5|Q01469 -0.0890224152 -0.4699148284 -0.0675923309 -0.4853041313
## FABP7|O15540 0.0418317122 -0.0414220795 -0.1061559613 0.1622977717
## FAHD1|Q6P587 -0.2193008494 -0.6116009904 -0.5835786652 0.1780877844
## FAHD2A|Q96GK7 -0.2213584340 0.0151929059 -0.1248034813 0.1667213259
## FAM162A|F8W7Q4 -0.1883264512 0.0372897782 -0.0556181136 -0.0126485459
## FAM171A2|A8MVW0 -0.4904588853 -0.2199916779 -0.5305434012 0.4469867371
## FARP1|Q9Y4F1 0.1388563948 0.1091469544 -0.2743076616 0.3224617891
## FARSA|K7ER00 -0.0146620953 -0.2011342958 0.1648604402 -0.1008784172
## FARSB|Q9NSD9 -0.1789679987 0.1781714347 0.1802415138 -0.0487024116
## FASN|P49327 0.3249455927 0.8534564715 0.5344441484 0.1661894734
## FAU|P62861 -0.3135661824 -0.5005292876 -0.0385795876 -0.4856067925
## FBL|P22087 0.4629732660 0.5900680785 0.7552292549 -0.2307935631
## FBXL16|Q8N461 0.3904139086 0.8097768369 0.6153645208 0.1222651903
## FBXO2|Q9UK22 -0.3230802298 -0.4893977141 -0.2406374145 -0.6835049963
## FBXO41|Q8TF61 -0.4741922996 -0.6819915627 -0.6067904424 -0.3283594926
## FECH|P22830-2 -0.0009878273 -0.6405011225 -0.3549313104 -0.2472451423
## FGF12|P61328 -0.6409652558 -0.3897612132 -0.7220160398 0.1715777424
## FIS1|Q9Y3D6 0.1132211464 0.3079334964 0.3217139790 0.1191587622
## FKBP1A|Q5W0X3 0.6066145472 0.5979823779 0.6624542427 0.0132498149
## FKBP8|Q14318-2 0.0404850302 -0.2781192819 0.3255607050 -0.2698879057
## FLOT1|O75955 -0.6038320124 -0.3292962326 -0.6410533221 0.4323671735
## FLOT2|Q14254 -0.4512122877 -0.7886234379 -0.8741492446 0.0130115875
## FN3KRP|Q9HA64 -0.3084778726 -0.0475423482 -0.1137253700 0.1449903470
## FSCN1|Q16658 0.2497708521 0.5743533575 0.6665072144 -0.2332865763
## FSD1|Q9BTV5 -0.2160196004 0.2811210507 0.4016694014 -0.2395381135
## FUNDC2|Q9BWH2 -0.0373054053 -0.4820010488 -0.4187621416 0.1087260621
## FUS|P35637 0.2172576201 -0.1450206277 0.1238422447 -0.2279062107
## FXYD6|Q9H0Q3 0.5393443151 0.0377132846 0.2473868653 0.1909214024
## FXYD7|K7ENE8 0.3648926892 0.2783873494 0.4459082293 -0.0440329533
## FYN|P06241 -0.5946516361 -0.2155208104 -0.1870834462 0.0193227662
## GABARAPL2|P60520 0.2486470703 -0.0694648015 -0.1350422894 0.3248732635
## GABBR1|Q9UBS5 -0.0706568529 -0.1808824413 -0.1366555118 -0.0366275436
## GABBR2|O75899 -0.4151555408 -0.3567086630 -0.2243407405 -0.2231336350
## GABRA1|P14867 -0.0224952804 0.1178226389 0.0827690795 0.1599870120
## GABRA2|E9PBQ7 -0.1879683678 -0.4948571804 -0.3583629297 -0.5959467991
## GABRB1|P18505 -0.5011736516 -0.3555471098 -0.3395960452 -0.2871438316
## GABRB2|P47870-1 -0.0523568960 0.3528227509 -0.2194362881 0.7875548099
## GABRB3|P28472-2 -0.3898371844 -0.1656802680 -0.6911802277 0.4959762818
## GABRG2|P18507 -0.7007454563 -0.2492274113 -0.5191067017 0.3012936229
## GAD1|Q99259 0.2892104190 0.3535386491 0.3220913202 0.0663622533
## GAD2|Q05329 -0.5151738972 -0.3868288899 -0.6295054253 0.2800596677
## GA B|Q14697 -0.2147072472 -0.5083396560 -0.4489668011 0.0893070919
## GAP43|P17677 -0.1507668779 0.2692132147 -0.0480707676 0.3163515461
## GAPDH|P04406 0.2758762621 0.6742408570 0.1477354116 0.7827421711
## GAPVD1|Q14C86-6 -0.3801204371 -0.2108416985 -0.0912304566 -0.0718302808
## GCDH|Q92947 -0.2696272643 -0.5446810215 -0.4710748537 -0.0591955651
## GCN1 0.1226458419 0.2683176299 0.2875485856 -0.2336931291
## GDA|Q9Y2T3 0.1929314530 0.7498117811 0.5728391717 0.2446308243
## GDAP1|Q8TB36 -0.5745481090 -0.3115679909 -0.5841603707 0.3641991997
## GDAP1L1|Q96MZ0 -0.6143641170 -0.7094439268 -0.8893228025 0.2151365338
## GDI1|P31150 0.2851950786 0.8921836219 0.4574526212 0.3706831873
## GDI2|P50395 0.2053401177 0.7058651119 0.4186806072 0.1790378900
## GDPD1|Q8N9F7 0.0798582532 -0.4213018647 -0.1890744465 -0.2362353746
## GFAP|P14136 0.3535809808 0.7097187607 0.8437710031 -0.1636088344
## GGCT|O75223 -0.3780504354 -0.1392158704 -0.2439666955 0.0790244527
## GGT7|Q9UJ14 0.2112387856 0.1802058085 -0.2503224394 0.1478870285
## GIT1|Q9Y2X7-3 0.1060347132 0.0773231281 -0.1282357112 0.4606796719
## GJA1|P17302 -0.0634028127 -0.2125692542 0.1534494663 -0.1691834752
## GK3P -0.2659800994 -0.4117695212 -0.4914973428 0.0546780495
## GLIPR2|Q9H4G4 0.5362830765 0.2747541223 0.4549834324 0.0364335375
## GLO1|Q04760 0.1793138181 0.2464483131 0.4488299899 -0.0148722153
## GLOD4|Q9HC38-2 0.0278685885 0.2915271785 0.2108935678 0.1621629690
## GLRX|P35754 -0.3729870287 -0.3222288833 -0.4300400344 0.1799717351
## GLRX3|O76003 -0.0090575979 0.0547608335 -0.0349481450 0.5344873502
## GLRX5|Q86SX6 0.2607484353 -0.1480151378 0.1449752328 -0.5070761565
## GLS|O94925 -0.4567263602 -0.7750363123 -0.9022309603 -0.1520784730
## GLUL|P15104 0.5978006855 0.6820955053 0.3901357984 0.2981227689
## GMFB|P60983 -0.0527125944 0.0952818655 -0.0674341024 0.1146497142
## GMPS|P49915 -0.5565948423 0.0969513804 0.0031457203 0.2524615454
## G11|P29992 -0.6063579860 -0.4932253816 -0.7121220854 0.1918457511
## G13|Q14344 0.1147502208 0.1457367913 -0.2582502920 0.0905998471
## G I1|P63096 -0.3551428572 -0.3565699527 -0.5354905944 0.3131522893
## G I2|P04899 -0.4005008939 -0.5876993088 -0.5614828796 -0.1776177060
## G I3|P08754 -0.4177548213 -0.5273023297 -0.2352297608 -0.3985176261
## G L|P38405 0.1803338205 0.0447422312 0.0961917883 -0.2017510824
## GS|P63092 -0.0707386392 -0.3656042053 -0.4516873471 0.2450038246
## GZ|P19086 -0.1920166587 -0.5818115635 -0.7795613935 0.2568154165
## GNB1|B3KVK2 -0.4296710306 -0.3958228035 -0.7165905565 0.4412058477
## GNB2|P62879-2 -0.3120001250 -0.4943131331 -0.7205788211 0.2258443511
## GNB5|O14775 -0.4229202397 -0.1330701945 -0.5452332795 0.4957735994
## GNG12|Q9UBI6 -0.1739656834 -0.2360460871 0.2659012775 -0.6278988405
## GNG2|P59768 0.1013561806 -0.2795369548 0.1734882173 -0.2681660485
## GNG3|P63215 -0.6569520765 -0.4595384859 -0.6039739711 0.2122516789
## GNG4|P50150 -0.4249503210 -0.7574134188 -0.8208800720 -0.1924897174
## GNG7|O60262 -0.1332012375 -0.1938685957 -0.1243615857 -0.0130559515
## GNL1|P36915 -0.3875200727 -0.0829027087 -0.0735587068 -0.3622398650
## GOT1|P17174 0.4976020467 0.9437251937 0.5854985304 0.3213183428
## GOT2|P00505 0.3921598837 0.5584458250 0.6439218938 -0.0712060722
## GPD1|P21695 0.0486369722 0.6676426593 0.3757738793 0.2433822297
## GPD1L|Q8N335 0.0592400251 0.5887376521 0.5221145478 -0.0042502094
## GPD2|P43304 -0.3735581537 -0.6410058072 -0.4194111464 -0.3658278363
## GPHN|Q9NQX3 0.0187050754 0.5392125624 0.0138350309 0.5996457196
## GPM6A|P51674 -0.0465927175 -0.2714811811 -0.1340248621 -0.2091467355
## GPM6B|Q13491-4 -0.2346686572 -0.2498925226 0.1296018095 -0.4652410558
## GPR158|Q5T848 -0.5113357167 -0.5843396019 -0.7856471525 -0.0013320917
## GPRIN1|Q7Z2K8 0.0569943480 -0.4949431114 -0.5071583567 0.1565214102
## GPS1|Q13098-7 0.5957619271 0.8263050370 0.7793361611 0.1810067660
## GPX4|A0A087WT12 0.1513670207 -0.3299826417 0.0516128012 -0.2360677359
## GRB2|P62993 0.5444819400 0.1439171464 0.1572763483 0.1261907529
## GRHPR|Q9UBQ7 0.5281134897 0.4456559595 0.5174536015 0.0009081155
## GRIA1|P42261 -0.2046221399 -0.2248796965 -0.3705937969 0.2442762758
## GRIA3|P42263 -0.2444093587 -0.1999041677 -0.6319613754 0.6816454825
## GRIA3|P42263.1 -0.0873414037 0.0752742048 -0.0420426506 0.2519810134
## GRIN1|Q05586-5 -0.4977724200 -0.3663106245 -0.7221049344 0.4694202786
## GRIN2A|Q12879 -0.5340046511 -0.3651010641 -0.6588961260 0.3382575883
## GRIN2B|Q13224 -0.4626832759 -0.3864562360 -0.6840885094 0.4725254123
## GRM1|Q13255 -0.4185945444 -0.0487714316 -0.1954171529 0.2410698520
## GRM2|Q14416 -0.4775148499 -0.4824585980 -0.7445635293 0.0824790122
## GRM3|Q14832 -0.2710798290 -0.4898952279 -0.3532064899 -0.2391041737
## GRM5|P41594 -0.2544607459 -0.4907667383 -0.6183444768 -0.1034361298
## GSK3A|P49840 0.7883024188 0.2777960025 0.4485336647 0.1808856340
## GSK3B|P49841-2 -0.2254930938 -0.6058950771 -0.3424817987 -0.4441590694
## GSN|P06396-3 -0.3349340617 -0.7237019297 -0.4740832644 -0.1713144393
## GSPT1|P15170-3 -0.3155029135 -0.5703303772 -0.5407098383 0.0462137610
## GSTM3|P21266 0.2357948525 -0.1894383526 0.1374989133 -0.0862560743
## GSTP1|P09211 -0.0930349562 0.0944800038 0.4441813679 -0.1882495096
## GSTZ1|A0A0C4DFM0 0.0206327381 0.0887530329 -0.2619573233 0.2019795269
## GTPBP1|O00178 0.1267457384 -0.1446251483 0.2906034932 -0.1429142029
## GUCY1B1 -0.2999380448 0.2783032854 0.2281332974 0.1817768160
## H2AX 0.2302741424 0.5949642948 0.7174804213 -0.3489336438
## HACD3 0.2935668348 -0.3301953627 0.2006886761 -0.5602316057
## HADH|Q16836 0.4111738917 0.1835895314 0.1719326153 0.1654908108
## HADHA|P40939 -0.4806817154 -0.6299711926 -0.6596831564 -0.1224787659
## HADHB|P55084 -0.2298184977 -0.5892669359 -0.7520254560 0.1271507499
## HCN1|O60741 -0.2615484474 0.0589693611 -0.1183044703 0.3241787732
## HDGFL3 0.2431317810 -0.0519817601 0.3452348040 -0.4174822933
## HDHD2|Q9H0R4 0.6846003559 0.4657648259 0.3812297860 0.0158785869
## HDLBP|A0A024R4E5 -0.1386443953 -0.3990664967 -0.2890577358 -0.1545768563
## HEBP1|Q9NRV9 0.0689683962 0.2400953008 0.1740992421 0.2656292124
## HECTD4|F8VWT9 0.1204719862 0.4129336186 -0.0311852825 0.1294619154
## HEXB|P07686 -0.2808959539 0.1990534701 -0.0861953474 0.1662504643
## HGS|O14964 -0.0991792720 -0.2214060538 0.0214124220 -0.0700224557
## HIBCH|Q6NVY1 -0.5240237061 -0.5228373856 -0.8390853906 0.2189764284
## HINT1|P49773 0.3361825202 0.8025719037 0.2801474646 0.3014962018
## HINT2|Q9BX68 -0.3141643548 -0.4174218125 -0.4225597553 0.0728921854
## HINT3|Q9NQE9 -0.1737729373 0.1036272028 -0.1116538516 0.4613056297
## HK1|P19367 -0.3454054651 -0.6763348672 -0.6463538019 0.2562356427
## HNRNPA0|Q13151 0.3225540346 0.4966423909 0.8096645289 -0.3324070831
## HNRNPA1|P09651-2 0.4611842789 0.3276981091 0.5694670535 -0.3789369194
## HNRNPA2B1|P22626 0.5305736000 0.7439835403 0.7769544502 -0.1185590466
## HNRNPA3|P51991 0.5594521421 0.5684398872 0.6792394593 -0.4379400027
## HNRNPAB|Q99729-3 0.4072817477 0.2048150414 0.4489077802 -0.3494104664
## HNRNPC|P07910-2 -0.0750254981 0.3542143273 0.2040606678 0.0090387486
## HNRNPD|Q14103-3 -0.1546730295 -0.0547612922 0.2118585626 -0.1800407539
## HNRNPDL|O14979 0.2969643968 0.2997021281 0.4990008474 -0.3417575579
## HNRNPH1|P31943 0.4502578742 0.5179160537 0.6674468614 -0.4854206141
## HNRNPK|P61978-2 0.6195522309 0.5407441937 0.5526502812 -0.1284940832
## HNRNPL|P14866 0.4702057359 0.6973520783 0.5963783779 0.1522089186
## HNRNPM|P52272 0.3237454465 0.2522495482 0.1978713086 -0.1374734848
## HNRNPR|O43390 0.4970117344 0.6004362206 0.7560142159 -0.1523684130
## HNRNPU|Q00839 0.5262041979 0.5465596803 0.7852471063 -0.4458033644
## HNRNPUL1|Q9BUJ2 0.0523455548 -0.1101424204 -0.4681889480 0.0886808844
## HOMER1|Q86YM7 0.0076841383 0.2999797377 -0.2188239179 0.5165656351
## HP1BP3|Q5SSJ5 0.5952005709 0.1822856896 0.4570328041 -0.4125494364
## HPCA|P84074 -0.5333904213 -0.5966978920 -0.8047527305 0.2274517043
## HPCAL1|P37235 -0.2431400400 -0.5032189203 -0.5642842006 -0.0359406622
## HPCAL4|Q9UM19 -0.5076074082 -0.2479252093 -0.5990085088 0.3123703371
## HPRT1|P00492 0.2992811531 0.6935735035 0.3128776865 0.3664062907
## HRAS|P01112 -0.5242444019 -0.5121263929 -0.5253230839 -0.3548632953
## HSD17B10|Q99714 -0.0059632042 -0.1725482966 -0.4275265570 -0.0453410165
## HSD17B12|Q53GQ0 -0.4054688027 -0.7354272509 -0.2451229981 -0.4151865657
## HSD17B4|P51659 -0.1931380111 -0.5474771383 -0.5655027557 0.0856103320
## HSDL1|Q3SXM5 -0.3479530866 -0.6811711480 -0.8402661151 -0.0620316868
## HSP90AA1|P07900 0.4681740984 0.9484904050 0.6408997042 0.3073363039
## HSP90AB1|P08238 0.3642783281 0.9115156228 0.5735704836 0.2620445724
## HSP90B1|P14625 -0.4968589199 -0.8401103853 -0.6162379153 -0.2907709195
## HSPA12A|O43301 0.4963143929 0.7048554353 0.6161081032 0.1005343092
## HSPA1A -0.5064963921 -0.2812035732 -0.2764328354 -0.1223279115
## HSPA4|P34932 0.1836249263 0.7618796068 0.3611176461 0.3400188743
## HSPA4L|O95757 0.2064649181 0.6520733795 0.2333151304 0.3117973730
## HSPA5|P11021 -0.1318020833 -0.0793255724 -0.0642556676 -0.0619114952
## HSPA8|P11142 -0.0360373114 -0.0584126675 -0.0456777815 0.1609680411
## HSPA9|P38646 -0.4713405223 -0.8382968683 -0.6616437865 -0.2958568370
## HSPB1|P04792 -0.3924880189 -0.3813624208 -0.2858541258 -0.1211339444
## HSPB1|P04792.1 0.1831344354 -0.3168661224 -0.0298109439 -0.0974797842
## HSPE1|P61604 -0.3317966168 0.1840405199 -0.2839050347 0.5339496877
## HSPH1|Q92598 0.4031001414 0.9051774277 0.5430470167 0.4301035355
## IARS2|Q9NSE4 -0.2501535734 -0.7332868472 -0.7365222998 0.1301985888
## ICAM5|Q9UMF0 -0.3583124286 -0.5905537699 -0.5947465973 0.1120839587
## IDH1|O75874 -0.1176336751 0.2813679378 -0.2109360592 0.4656777048
## IDH2|P48735 -0.0384812263 -0.2932931279 -0.6743632784 0.4572062521
## IDH3A|P50213 -0.5053477957 -0.8213253404 -0.8960237577 -0.1360178637
## IDH3B|O43837 -0.4981820673 -0.7964671879 -0.9110690299 -0.0573041196
## IDH3G|P51553 -0.5008003418 -0.7240457014 -0.8925269980 0.0670505292
## IGSF8|Q969P0 -0.4224508080 -0.1255622070 -0.4383719271 0.0740875225
## ILF2|Q12905 0.2937115801 0.7539379420 0.8172366943 -0.0798947470
## IMMT|Q16891-4 -0.4246310482 -0.7562181064 -0.5924893360 -0.0536200148
## IMMT|Q16891-4.1 0.0483460474 -0.1331136931 -0.4215001591 0.2980430785
## IMPA1|P29218 0.2678627866 0.2030607107 -0.0748762429 0.6869415987
## IMPACT|Q9P2X3 0.4316206355 0.5803794822 0.6503961299 0.3191234854
## I|Q16352 0.3879285482 0.4822824817 0.8586477622 -0.5089437304
## I|Q16352.1 0.4640315632 0.5514624054 0.9002240594 -0.4471982085
## INPP1|P49441 -0.2768717531 0.1439685503 -0.0018073267 0.4711363047
## INPP4A|Q96PE3 0.0878336146 0.6135133636 0.3961111420 0.0163220133
## IPO11|Q9UI26 0.5573973209 0.8291116341 0.6075413168 0.4185872728
## IPO7|O95373 0.4501787195 0.8249254151 0.5951071658 0.1822599502
## IQGAP2|Q13576 -0.0133830180 -0.1909325678 -0.3338109892 -0.2337474170
## IQSEC1|Q6DN90 0.0700821013 -0.2753371850 -0.1364729080 -0.1225887914
## IQSEC2|Q5JU85-2 -0.2769948103 -0.2811085184 -0.6676848968 0.4042544560
## ISOC2|Q96AB3 -0.4209607745 -0.4428257805 -0.4753725266 -0.0027491765
## IST1|P53990 -0.1300078419 -0.0828492097 -0.2824211036 0.4261078430
## ITPA|Q9BY32 0.1567790548 0.3013255149 0.3592511132 0.2109188198
## ITPKA|P23677 0.1092234735 0.6723179397 0.5061464135 0.0827388296
## ITPR1|Q14643 -0.3275650606 -0.1880046111 -0.2274935332 0.0144804150
## ITSN1|Q15811 -0.0562043821 0.3029325714 0.0395885993 0.5149484999
## IVD|P26440 -0.3103310968 0.0054409385 -0.2369940278 0.3137851927
## JAM3|Q9BX67 0.3676322700 -0.2384623717 0.0506143530 -0.1175208784
## JUP|P14923 -0.3541472888 -0.6034323618 -0.3145386814 -0.3670287610
## KALRN|H7BXZ5 0.0920553478 -0.0165158204 -0.3147972345 0.6215115489
## KARS1 -0.1261384058 0.2272964849 0.2284247536 0.0686351435
## KBTBD11|O94819 0.5262067967 0.2157634974 0.1390549957 0.0322294121
## KC 1|Q09470 0.4419536998 0.6615974888 0.6355478474 0.0129892368
## KC 2|P16389 0.5414253910 0.5486319963 0.5911371420 -0.0031739729
## KC B2|Q13303 -0.0236659472 0.3437219270 0.1288093178 0.0244605171
## KCND2|Q9NZV8 -0.1131442555 -0.2595663026 -0.5259337423 -0.0910607715
## KCNMA1|Q5SVJ7 -0.5325387390 -0.3658891928 -0.8046272522 0.3255283318
## KCTD12|Q96CX2 0.1156934659 0.3734010767 0.1132911494 0.6012748984
## KCTD16|Q68DU8 0.0720201295 0.2041783414 0.2506340187 0.0405170292
## KHDRBS1|Q07666 0.3927735886 0.6764725279 0.6442270637 0.1217268337
## KHSRP|Q92945 0.0818990204 -0.1447714262 -0.0831255280 0.0509063494
## KIAA1217|Q5T5P2-2 -0.4356586297 -0.0011140839 -0.1070577083 0.3172672398
## KIF1A|Q12756-2 0.0492980696 -0.4243289058 -0.1042806430 -0.4574546691
## KIF21A|Q7Z4S6 -0.5243049790 -0.1730346435 -0.4627153700 0.5486904366
## KIF2A|O00139-4 -0.4720479820 -0.5770600659 -0.6191312623 0.0396949144
## KLC1|G3V3H3 -0.4907446743 -0.0955468643 -0.1272968489 0.0925977105
## KLC2|Q9H0B6 0.0602934438 -0.0182453466 0.2335436935 0.0800632115
## KP3|O00505 0.4075265698 0.4649833166 0.3390115973 0.2551488857
## KPNB1|Q14974 0.3396771788 0.5248699137 0.5881185112 -0.1158253568
## KRAS|P01116-2 -0.2975620156 -0.1096312511 -0.2458201208 0.3312370122
## KRT77|Q7Z794 -0.2180048887 -0.0420330875 -0.2070361011 -0.1363018440
## KTN1|Q86UP2 -0.3923505646 -0.7507332089 -0.2133225555 -0.4979604404
## L2HGDH|Q9H9P8 -0.3722617656 -0.2124541464 -0.6203890336 0.5102793127
## LANCL1|O43813 -0.0434895819 -0.0756798431 0.0336176384 0.0261176711
## LANCL2|Q9NS86 -0.4723112250 -0.7626569727 -0.7804938274 -0.1685803452
## LAP3|P28838 0.0753299569 0.0272805942 0.1123356985 0.0352821741
## LASP1|Q14847 0.2463003593 0.1503475600 0.3057363446 -0.1581167338
## LDHB|P07195 0.5334594731 0.8080661095 0.5663335388 0.3803910521
## LETM1|O95202 -0.4270305595 -0.7703607799 -0.4814960514 -0.3179003759
## LGALSL|Q3ZCW2 -0.4769505096 -0.2534221252 -0.0345783815 -0.2422544894
## LGI1|O95970 -0.4437030485 -0.4817635770 -0.6944570497 0.3245087543
## LIN7A|O14910 -0.3654566955 -0.2039627896 -0.5517320842 0.2207964921
## LIN7C|Q9NUP9 0.2836378192 0.0283168379 0.1300524428 -0.1146565086
## LINGO1|Q96FE5 -0.0981784530 0.2872185562 0.1602857018 0.0126319325
## LM|P02545 -0.1073674424 0.3037451050 0.0923806315 -0.1642537636
## LMNB1|P20700 -0.5951981155 -0.3713787188 -0.5422317424 0.2983968180
## LMNB2|J9JID7 0.3953651759 -0.1176493560 0.1705379779 -0.1398054712
## LNPK 0.0146790531 -0.4563312041 -0.0432082959 -0.3606835375
## LONP1|K7EKE6 -0.4429106259 -0.7574914444 -0.8765271279 -0.2390775923
## LRP1|Q07954 0.3161290502 0.0197967062 0.2073597276 0.0595604906
## LRPPRC|P42704 -0.4701198480 -0.8140800330 -0.9016772813 -0.0469171739
## LRRC4B|Q9NT99 0.1731101944 -0.0946808958 -0.3376525732 0.5495988808
## LRRC57|Q8N9N7 -0.1135266671 -0.1873796329 -0.3510357806 0.3179380935
## LRRC59|Q96AG4 -0.2211761799 -0.6661070707 -0.1706243925 -0.3370030373
## LRRC7|Q96NW7 -0.4704874186 -0.2826807800 -0.6423090903 0.3408667109
## LRRC8A|Q8IWT6 -0.4830179147 -0.4569370416 -0.2225132911 -0.1084784946
## LSAMP|Q13449 0.2844133184 -0.2939598962 -0.2934253320 0.0804229485
## LTA4H|P09960 0.2527745421 0.5063080668 0.4271027031 -0.0388472609
## LXN|Q9BS40 -0.1835851107 0.0656403925 -0.3849422643 0.3836229562
## LYPLA2|O95372 0.0443229152 0.6556684258 0.5919572843 0.0864951128
## MACF1|H3BQK9 0.2156858548 0.4254702190 0.2233557469 -0.2322533333
## MACROH2A1 0.7429703035 0.5844076176 0.5512874475 0.0491294028
## MADD|Q8WXG6 -0.0126575054 0.2294636918 0.1087256512 0.3880284085
## MAG|P20916 0.4780732298 0.8606980803 0.7567368954 -0.0019497008
## MAL2|Q969L2 0.2177879908 -0.0888454984 0.3918198562 -0.2960779761
## MAOA|P21397 -0.4696602425 -0.4934138937 -0.3646944038 -0.2112351227
## MAOB|P27338 0.0085881525 -0.1346806001 -0.1513215461 0.4466762386
## MAP1A|E9PGC8 0.6251519001 0.5990893881 0.9199750116 -0.2527252200
## MAP1B|P46821 0.6222932171 0.5307347931 0.8604403196 -0.1989195716
## MAP1LC3A|Q9H492 0.7906462335 0.6013979504 0.7156419990 -0.0249622609
## MAP2|P11137-3 0.1427472752 0.3090412803 0.5681913496 -0.4922980211
## MAP2|P11137-3.1 0.5835361935 0.6360776612 0.9145748021 -0.2442709566
## MAP2K1|Q02750 0.1049602810 -0.0948171878 -0.1525906016 -0.1643011779
## MAP2K4|P45985 0.0469258330 0.6344796778 0.5080544112 0.0385044787
## MAP4|E7EVA0 0.5666710870 0.5034684524 0.5532251899 -0.1249841449
## MAP4|E7EVA0.1 0.1451726279 -0.2069634088 0.1181983665 -0.2433591663
## MAP6|Q96JE9 0.1458758738 -0.1153461892 0.2142831750 -0.2242826962
## MAP6D1|Q9H9H5 -0.3640869307 -0.3925208965 -0.0365842923 -0.1499799818
## MAP7D1|Q3KQU3-4 0.0709840802 -0.2838231956 0.2980651922 -0.6126807926
## MAP7D2|Q96T17 -0.1008857952 -0.1618425109 -0.1398364187 -0.5490100566
## MAPK1|P28482 0.4786197222 0.8976982155 0.6267095943 0.1728716574
## MAPK10|P53779-2 0.2692509192 0.4813512622 0.1239130875 0.1664161435
## MAPK3|P27361 0.4693778633 0.5530467069 0.4262280079 0.0512249412
## MAPRE2|Q15555-3 -0.1631857333 -0.0754042044 -0.0111763606 -0.2127303170
## MAPRE3|Q9UPY8 0.0397851851 -0.0679526318 0.3237348451 -0.3445618212
## MAPT|P10636 -0.0073556215 -0.2180891592 -0.2239370273 0.0643112912
## MAPT|P10636.1 -0.1517437247 -0.4837067074 -0.5466754590 0.1604518240
## MARCKS|A0A087WZH7 0.1927492524 -0.0652245288 -0.1285200672 0.2620811398
## MARK1|Q9P0L2 0.0758737392 -0.3750914675 -0.4127883017 0.0020232498
## MARK2|E9PC69 0.1062735995 -0.1761386078 0.2434362999 -0.6601411655
## MARS1 0.6064233941 0.2857692671 0.4704379719 -0.1223634423
## MAT2A|P31153 -0.0592511448 0.5685535357 0.4258923375 0.1549630956
## MATR3|P43243 0.3377651966 -0.1334235331 0.1482950175 -0.3500959249
## MB21D2|Q8IYB1 -0.1499949178 -0.0378518595 -0.0515644188 -0.0258752977
## MBP|P02686 0.3293318485 0.9268352590 0.6171547440 0.2490697201
## MCCC1|Q96RQ3 0.1074809403 -0.2702648781 0.0691981599 -0.3181906645
## MCCC2|Q9HCC0 -0.2727603265 -0.6682513114 -0.6583568560 -0.0519051831
## MCU|Q8NE86 -0.3528930388 -0.2072159613 0.0600878621 -0.1664364630
## MDH1|P40925-3 0.3325621529 0.7743810711 0.4288577763 0.3529782769
## MDH2|P40926 0.3599356219 -0.0117628622 -0.0922001223 0.0537620093
## MDN1|Q9NU22 -0.2710056421 -0.4627615840 0.0618181750 -0.5893277675
## ME1|P48163 0.3381293247 0.2916860600 0.2214361506 -0.1102070769
## ME2|P23368 -0.4720696905 -0.2218890036 -0.6082445909 0.2570827057
## ME3|Q16798 -0.3161550313 -0.3762421319 -0.7523277807 0.4016356082
## MFF|Q9GZY8 -0.4012203836 -0.4877424439 -0.6590785064 0.1510559111
## MFN2|O95140 -0.6625667608 -0.4545493426 -0.5905287009 0.3195298711
## MGLL|Q99685 -0.1281866812 -0.3038720825 -0.3761222890 0.0635757589
## MGST3|O14880 -0.2843111022 -0.8250388844 -0.5406602491 -0.1145617052
## MICAL3|Q7RTP6 -0.1008152989 -0.5713934203 -0.5610141751 -0.0768428891
## MICOS13 0.0990151190 0.1987468616 -0.3238672799 0.5065009210
## MIF|P14174 0.0176540407 0.5166739823 0.1929465288 0.1174447163
## MINK1|Q8N4C8-3 0.1971764500 -0.1451563972 -0.1546566473 0.0703957651
## MMUT -0.1655418092 -0.4295876135 -0.7800738084 0.4933347679
## MOBP|Q13875 0.0602967336 0.5672083125 0.1777706299 0.2104731243
## MOG|Q16653 0.3275582513 0.5720877559 0.7368165749 0.0238934343
## MPC1|Q5TI65 0.3062054546 0.2674321653 0.3881848474 0.1478547520
## MPC2|Q5R3B4 -0.3506037654 -0.5993056994 -0.4497203475 -0.0037219964
## MPI|P34949 0.0618207688 0.5160992651 0.0390595167 0.3944843518
## MPP1|Q00013 0.4147917513 -0.0273472494 0.0858398725 0.0271888348
## MPP2|B4DZ84 -0.5934978141 -0.2934387921 -0.7448231075 0.2987366320
## MPST|P25325-2 0.0321334195 -0.2154338759 -0.3598146025 0.0293816412
## MRPS31|Q92665 0.0166411367 0.3314171335 0.0286278938 0.4492922840
## MRRF|Q96E11 0.2712951840 0.2056572114 0.2535374623 0.0759770029
## MSN|P26038 -0.2122644679 -0.1033294172 -0.1910859209 0.0731462189
## MTARC2 -0.1563664155 0.3138862365 0.2876120629 0.0487044994
## MTCH1|Q9NZJ7 -0.6844294087 -0.6972549808 -0.6445373292 -0.2741861217
## MTCH2|Q9Y6C9 -0.3408243714 -0.1505572192 -0.3709790918 0.0864867410
## MTCH2|Q9Y6C9.1 0.2935550665 0.3510408162 0.4676189387 0.0213244877
## MTDH|Q86UE4 -0.2502864163 -0.8412624015 -0.4740283166 -0.3994529480
## MTFP1|Q9UDX5 -0.8225902851 -0.4558451007 -0.4288126435 -0.1423470998
## MTFR1L|Q9H019 0.3068231462 -0.1342188035 0.3349555150 -0.3829468850
## MTHFD1|F5H2F4 0.1240475523 -0.3590992245 -0.4895060407 0.2419759404
## MTHFD1L|B7ZM99 -0.4326346064 -0.8488338411 -0.8686048567 -0.2380150264
## MTPN|P58546 0.5423966627 0.6639732944 0.5947606852 0.0161777627
## MTX1|A0A0A0MRK6 0.4931638903 0.0028649283 0.0294267153 0.1963113194
## MTX2|O75431 -0.0837246706 0.1591507352 -0.1898541864 0.7151764556
## MYH10|P35580-2 0.4362302177 0.9321837016 0.7438576586 0.2386960678
## MYH14|Q7Z406-6 -0.1073964116 -0.1812183923 -0.0652726361 -0.2324361663
## MYH9|P35579 -0.2567610912 0.4422619748 0.4442870843 -0.2073831173
## MYL6|G8JLA2 0.1784223345 0.6042614989 0.4371499722 0.1744818701
## MYLK|Q15746 0.0532713920 0.4054941908 -0.1911510879 0.2574345296
## MYO18A|Q92614 0.7056871752 0.2883161590 0.2118359920 0.1029063157
## MYO5A|Q9Y4I1-2 0.0242158634 -0.1915288372 0.0668094757 -0.4731569511
## MYO6|A0A0A0MRM8 -0.1892087850 0.1392511345 0.0292913112 0.2790067064
## A10|P41227 -0.3013268993 -0.3109280266 -0.4203534328 0.0185906733
## CA|E9PAV3 0.4459212407 0.3228982369 0.5970393594 -0.2341156188
## DK2|Q4G0N4 -0.2066092431 -0.3584746740 -0.3079285719 -0.2538658647
## P1L1|H0YIV4 0.0144902666 0.2387633913 0.2365902900 -0.2407669495
## P1L4|Q99733-2 -0.0529230754 0.3179825205 0.1953166094 -0.0440283840
## PA|P54920 0.0641564688 -0.2576200600 -0.5811882144 0.5673243034
## PB|Q9H115 -0.4472094250 -0.4373561638 -0.6956552417 0.2048010038
## PG|Q99747 -0.6023661905 -0.5257653570 -0.6876560734 0.3551399147
## XD 0.4175711331 -0.0128589510 0.0855375588 0.0798142255
## XE 0.2075673102 0.4438786843 -0.1905767547 0.7911147704
## NBEA|Q8NFP9 0.4460023224 0.5819882543 0.6513250865 0.3277619686
## NCALD|P61601 -0.5739632680 -0.5068110141 -0.6346487410 0.1090428632
## NCAM1|P13591-1 -0.1953959841 -0.5526408906 -0.4060951039 0.1188584675
## NCAM1|P13591-2 -0.0758086571 -0.7160579923 -0.4476649223 -0.3452197723
## NCAM1|P13591-3 -0.0661509982 -0.3109508959 -0.2645474461 -0.0887320430
## NCAM2|H9KV31 -0.3831712322 0.0817454312 -0.3691024823 0.6003929712
## NCAN|O14594 -0.0755043455 0.0789680776 -0.2589549771 0.3952302428
## NCDN|Q9UBB6 0.4167182980 0.7185175791 0.7644423641 -0.1191547720
## NCEH1|Q6PIU2 0.0965679464 -0.4009237467 0.0670416207 -0.2934129308
## NCKAP1|Q9Y2A7-2 -0.3128235706 -0.0098723946 -0.4081659638 0.3899957406
## NCKIPSD|Q9NZQ3 -0.2008264681 0.3455001641 0.1475939046 0.0380131223
## NCL|P19338 -0.1133587342 -0.3938410146 -0.3053277705 0.0551033310
## NCLN|Q969V3 0.2119120417 -0.4141022980 -0.4168045389 0.2221373257
## NCS1|P62166 0.0326835383 0.0663316720 0.0508227182 0.0047203537
## NDRG1|Q92597 -0.6933458375 -0.0513205095 -0.1945795122 -0.0153752821
## NDRG2|Q9UN36 0.1335102663 0.5534723015 -0.0761116051 0.5591379338
## NDRG3|Q9UGV2 0.8868991424 0.4634406141 0.3642699589 0.1234994833
## NDRG4|Q9ULP0-6 -0.0458864447 0.2481669679 -0.1271836860 0.0932676391
## NDUFA10|O95299 -0.5075525400 -0.7354921754 -0.7375948391 0.0227087038
## NDUFA11|Q86Y39 0.2707758920 0.0637212339 0.2703175550 -0.2722105717
## NDUFA12|Q9UI09 -0.4414742693 -0.1706356884 -0.2588428297 0.1322308206
## NDUFA13|Q9P0J0 0.0460425027 -0.4953628207 -0.2617689502 -0.0804007751
## NDUFA2|O43678 -0.2155018674 -0.5092220359 -0.4518418820 -0.0381539907
## NDUFA4|O00483 -0.3826644305 -0.1800019141 -0.1219837148 -0.2993943683
## NDUFA5|Q16718 0.1034384063 -0.3327371629 -0.3606347366 0.3214981143
## NDUFA7|O95182 0.1807978609 -0.2330896767 -0.2916565176 0.4421945853
## NDUFA9|Q16795 -0.5165665093 -0.6921942568 -0.8278899611 -0.0941454818
## NDUFAF5|Q5TEU4 -0.4113168273 -0.4361526738 -0.4603602743 0.0199224793
## NDUFB10|O96000 0.2137285500 0.0837269072 0.1952059916 -0.2096161990
## NDUFB3|O43676 -0.2523371288 -0.2251376011 0.2453108353 -0.4580587365
## NDUFB4|O95168 -0.5430330556 -0.6674568142 -0.6749464555 -0.0616496283
## NDUFS1|P28331 -0.4898295313 -0.8586127074 -0.8402625812 -0.0324232747
## NDUFS2|O75306 -0.4104202811 -0.8225610399 -0.9048798609 -0.0520866377
## NDUFS3|O75489 -0.3174585809 -0.6979629246 -0.7778892703 0.0072601760
## NDUFS7|O75251 -0.2042172422 -0.6103297522 -0.5030591348 0.0162707945
## NDUFS8|O00217 -0.3209869844 -0.6244260119 -0.6354270224 -0.0831756208
## NDUFV1|G3V0I5 -0.5252462504 -0.7722554977 -0.9323102351 -0.0622232197
## NDUFV2|E7EPT4 0.1303299233 -0.1767355956 -0.3477903240 0.1792984041
## NEBL|O76041-2 -0.1065951817 -0.0458333802 0.3448505325 -0.4780551867
## NECAB1|Q8N987 0.4842803722 0.3101528767 0.2376499166 0.1395322277
## NECAB2|Q7Z6G3 0.5953456912 0.3881028605 0.2797661173 0.0235268966
## NECAP1|Q8NC96 0.0393254261 0.3642650814 0.1969482843 0.0302604697
## NECTIN1 0.1651521358 -0.0047013288 -0.3318216960 0.5017824804
## NEDD4 0.3208371569 0.3519989542 0.0709303668 0.5251369853
## NEFH|P12036 0.3822014848 0.6779053184 0.8718092385 -0.2895320576
## NEFL|P07196 0.4697223731 0.5414733201 0.9153085353 -0.4404382924
## NF1|P21359-6 -0.3825241978 -0.4453656785 -0.3103947786 -0.2335111437
## NFASC|O94856-9 0.0666307360 0.0622678901 0.0502426592 -0.2129020627
## NGEF|Q8N5V2 0.3296137838 0.8088808787 0.7994479980 0.0515434443
## NIPS P1|Q9BPW8 -0.5828968932 -0.3534636738 -0.5156232936 0.3440202032
## NIPS P2 -0.6007283652 -0.6650566730 -0.6926009494 0.2048159592
## NLGN2|Q8NFZ4 -0.5301493175 -0.2247751496 -0.6969359817 0.3532592240
## NLGN3|Q9NZ94 -0.3734365213 -0.2273617659 -0.6878700163 0.6075699515
## NME1|P15531 0.2692451467 0.5771442487 -0.0150316245 0.5860935832
## NME1-NME2 0.5402080836 0.7630802502 0.7160355628 0.0220794883
## NNT|Q13423 0.2614498178 -0.4188848041 -0.3113167424 0.1187962346
## NOS1|C9J5P6 0.1815085513 0.2995743377 0.1738744891 0.4290292277
## NPEPPS|E9PLK3 0.4557737963 0.8765398153 0.5366711503 0.2819416466
## NPRL2|Q8WTW4 0.2066697729 -0.1542550170 -0.1077159430 -0.1797454108
## NPTN|Q9Y639-5 -0.0600131710 0.4284664719 0.1610292241 0.1842011877
## NPTX1|Q15818 0.0968613028 0.1557125763 -0.0985992825 0.1951286010
## NPTXR|O95502 0.1827420657 0.5998622191 0.7303301395 0.1027930051
## NRCAM|Q92823-3 -0.1120779966 -0.1120144529 -0.2900014904 0.1907365413
## NRGN|Q92686 0.4717142387 0.6219758957 0.5731064561 0.2540477944
## NRXN1|E7ERL8 -0.0456207068 -0.2053511036 -0.2972849748 0.0239393321
## NSF|P46459 -0.3707923013 -0.8271213661 -0.8794180064 0.0177597284
## NSFL1C|Q9UNZ2-5 0.3606383658 0.6633095925 0.6099192503 0.1869427533
## NT5DC3|Q86UY8 0.2341473098 -0.1515279176 0.0723637184 -0.4246779113
## NTM|Q9P121-4 -0.4847286440 0.0199247936 -0.4586286938 0.5442471055
## NTRK2|Q16620-4 -0.3517143970 -0.0353522533 -0.3799168912 0.1738947370
## NUDC|Q9Y266 0.7770178058 0.5618342472 0.7517792828 0.1404315031
## NUDCD2|Q8WVJ2 0.2405550877 -0.0865993142 -0.0152021977 -0.0777116906
## NUDT2|P50583 0.3650189771 0.6357452954 0.3683134623 0.2433799643
## NUMBL|Q9Y6R0 -0.0888608676 -0.1672591994 -0.2524243769 0.0417093098
## OAT|P04181 0.2254954974 -0.3269315202 -0.0430614725 -0.5194937417
## OCRL|Q01968 0.0893710436 0.3746106543 0.1861676772 0.1728187942
## OGDH|E9PCR7 -0.3382745706 -0.7470061483 -0.6336936591 0.0061276487
## OGDH|E9PCR7.1 -0.4436718168 -0.7194185455 -0.8733522783 0.1753726137
## OGDHL|Q9ULD0 -0.4450558456 -0.7078372389 -0.8756222129 0.0209506987
## OGT|O15294 0.1820959369 0.2062337737 0.3291480125 0.0312517108
## OLA1|Q9NTK5 0.1245217207 0.6221268545 0.1369953691 0.3090150380
## OPA1|O60313-2 -0.4630660276 -0.7249926780 -0.9012804476 -0.1448274093
## OPCML|Q14982 0.0455417512 -0.4989786599 -0.3367395440 -0.0619836859
## OSBPL11|Q9BXB4 0.0992112086 0.0987103696 0.0727972052 -0.0881677821
## OTUB1|J3KR44 0.4884577597 0.8995808128 0.8375637319 0.1466919063
## OXCT1|P55809 -0.1841992271 -0.2950391827 -0.4902226464 0.2957222608
## OXR1|Q8N573 -0.1811056218 0.3668595336 -0.1815039779 0.6229618412
## P4HB|P07237 0.2390980331 -0.2131042032 -0.1848522921 0.0297444204
## PA2G4|Q9UQ80 0.2602125374 -0.1940683534 0.0500031593 -0.2048049365
## PACS1|Q6VY07 0.1265186275 -0.1525046517 -0.2631230553 0.1045487415
## PACSIN1|Q9BY11 0.0193352496 0.2947995742 0.0213878578 0.2890889350
## PACSIN2|Q9UNF0-2 0.1332364631 -0.3256141612 -0.4345226943 0.0861790111
## PAFAH1B1|P43034 -0.6831659939 -0.2312580389 -0.3610818546 0.2188375611
## PAFAH1B2|P68402 0.1672887563 0.6215128808 0.3035478950 0.5752270396
## PAICS|P22234 0.6648868845 0.3773104471 0.6549625585 -0.0634545172
## PAK1|Q13153 0.1553780938 0.5758683916 0.0659003886 0.5592524412
## PAK2|Q13177 0.7749884494 0.5076069773 0.4710372238 0.3011436050
## PAK3|O75914 -0.1518038110 0.1633316500 0.3405489952 0.1110326621
## PALM|O75781 0.1158747545 -0.3219383580 -0.1811081071 -0.0264731203
## PALM2AKAP2 -0.0785486728 -0.0032146485 -0.2016072117 0.3521826613
## PARK7|Q99497 -0.0280246127 0.1617633693 0.0918810084 -0.0039600195
## PC|P11498 0.0522207908 -0.5025020984 -0.2602460589 -0.2243004429
## PCBP1|Q15365 0.5225991817 0.2348381850 0.5838383570 -0.4558674417
## PCBP2|Q15366-3 0.4310341058 0.3446859912 0.7005041163 -0.5196106517
## PCBP3|E9PFP8 -0.0335695787 -0.1074071342 -0.0063300526 -0.2189244423
## PCCA|P05165 -0.2106990882 -0.4870447162 -0.2981811709 -0.1477759519
## PCCB|P05166 -0.4840300754 -0.7646368445 -0.8878586632 -0.1262847621
## PCDH1|Q08174-2 -0.1576682846 -0.5790903050 -0.3440236445 -0.0230475604
## PCDH1|Q08174-2.1 0.0006908873 -0.3226533279 -0.5437606228 0.3038012400
## PCDH8|O95206 0.2796310886 -0.0347398719 -0.2976898856 0.1429188824
## PCK2|Q16822 -0.2294337958 -0.6888558106 -0.6872323908 -0.0072364449
## PCLO|Q9Y6V0-5 0.1405499655 0.2077045885 -0.0575932164 0.5623822961
## PCMT1|P22061 0.0140429550 -0.1364656786 -0.1997838977 -0.1267677230
## PCSK2|P16519 -0.0778291103 0.0142882785 0.1346788018 -0.5022829007
## PDAP1|Q13442 0.4236200911 0.1154738575 0.4456209710 -0.1820839703
## PDCD6|O75340 0.2057755002 -0.0701307286 -0.1753387695 0.0747862117
## PDE10A|Q9Y233-2 -0.3686032115 -0.0959156714 -0.0897914480 0.1249465031
## PDE1A|P54750-4 0.0603125181 0.5554542231 0.2961128969 0.1014377740
## PDE1B|Q01064 0.2384715625 0.3195497194 0.3729932743 0.1396571694
## PDE2A|O00408-2 -0.3370202349 -0.5871558148 -0.7521123302 0.2539635239
## PDE4B|Q07343-3 -0.1553120333 -0.3796021107 -0.2288987935 0.0837745569
## PDHA1|P08559 -0.3911928738 -0.5056521398 -0.6943213215 0.3139128308
## PDHB|P11177 -0.3229819592 -0.4742468718 -0.5115267694 -0.0953586792
## PDHX|O00330 -0.0887057472 -0.0674496200 -0.0162241933 0.0061746663
## PDIA3|P30101 -0.1402885800 -0.4320775646 0.0069246477 -0.6607344412
## PDIA4|P13667 0.0757215957 -0.3381127409 -0.1904303921 -0.2682864286
## PDIA6|Q15084 0.1699382516 -0.1939247231 -0.0525216770 -0.0903194228
## PDK1|Q15118 -0.2866337230 -0.3809770892 -0.5059358669 0.4277936260
## PDK2|Q15119 -0.3334293605 -0.8218069876 -0.6775483355 -0.1507687343
## PDK3|Q15120 -0.4061169568 -0.7669618656 -0.8845310280 0.0647758491
## PDPR|Q8NCN5 0.3350020537 0.4951661847 0.6642467261 0.0724979857
## PDXK|O00764 0.7021712222 0.4151590232 0.3698464735 -0.1057669082
## PDXP|Q96GD0 -0.1413487154 -0.1141262890 0.1006120849 -0.4371187970
## PEX5L|Q8IYB4-3 0.1598817107 0.0743005074 -0.2078759444 0.2223809078
## PFKL|P17858 -0.0075831674 0.5971595859 0.3759270551 0.4758459015
## PFKM|P08237 0.3119347829 0.7243551117 0.2790496522 0.2670681317
## PFKP|Q01813 0.6117054400 0.8540869907 0.6571545991 0.2857900275
## PFN2|P35080 0.0976966150 0.6346734309 0.0293010443 0.4007627955
## PGAM1|P18669 0.7149065632 0.8420913031 0.5588615941 0.1624994295
## PGAM5|Q96HS1 -0.3871648439 -0.7551472501 -0.5925832617 -0.3063716163
## PGD|P52209-2 0.4000366048 0.9010239251 0.5561263760 0.2648172460
## PGK1|P00558 0.3541310014 0.9628355282 0.6868990595 0.3665336172
## PGLS|O95336 0.4379938289 0.2522216017 0.2177396135 -0.3137583873
## PGM2|Q96G03 0.3335501686 0.8539487131 0.5640688574 0.1851168669
## PGM2L1|Q6PCE3 0.5363575457 0.9110494336 0.6549417505 0.3418919739
## PGP|A6NDG6 0.2286750289 -0.2856937375 -0.1173713801 -0.1164817698
## PGRMC1|O00264 0.3410365911 -0.2471984499 0.3136392345 -0.4343442299
## PHACTR1|Q9C0D0 0.4169382418 -0.0887266031 0.4099640233 -0.3608982928
## PHB2|Q99623 -0.5655612998 -0.6382397518 -0.6948146658 0.1374579775
## PHF24 0.0979399837 -0.2943850260 0.2377683507 -0.4993754611
## PHGDH|O43175 0.4041104172 0.8006051287 0.5519675038 0.0018519997
## PHYHIP|Q92561 0.5548606568 0.7253264761 0.7274497624 0.1583840285
## PHYHIPL|Q96FC7 0.3640799904 0.1235256030 0.2218121065 0.1316306395
## PI4KA|J3KN10 -0.4198595582 -0.4659015158 -0.6757684373 0.3169861184
## PICALM|Q13492 0.0350060399 0.4775156207 0.1499293786 0.5664737417
## PIP4K2B|P78356 -0.4035940809 -0.4411784778 -0.7103387245 0.2430532510
## PIP4K2C|Q8TBX8 0.5007666976 -0.0832526705 0.1455906672 -0.0852038054
## PIP5K1C|O60331 0.1605296436 0.2597443068 -0.0574512901 0.5886929214
## PITP|Q00169 0.2321074085 0.5532109900 0.3853827640 0.0744842752
## PITPNM1|O00562 -0.2068215624 -0.0419523099 0.2430300329 -0.3154069260
## PITPNM2|Q9BZ72-2 0.0106990884 -0.4616405333 -0.0451648982 -0.4483478538
## PKM|P14618 0.2472829976 0.6889601612 0.2238837137 0.3567913537
## PKM|P14618.1 -0.0921473907 -0.5674533470 -0.2336406379 -0.4127374414
## PKP4|Q99569 -0.4014458560 -0.5212104168 -0.3905990630 -0.0469652150
## PLAA|Q9Y263 -0.3572894904 0.1835166208 0.1054715036 0.0549999936
## PLCB1|Q9NQ66 0.1495025066 0.0097291900 -0.5157052520 0.6496107045
## PLD3|Q8IV08 -0.0124334860 -0.4928531911 -0.3469341286 -0.0690708783
## PLEC|Q15149-3 0.1996115158 0.1098437572 0.4538675183 -0.3623454232
## PLEC|Q15149-3.1 0.3421325326 0.8039430107 0.7739705809 0.0531709429
## PLEKHA5|Q9HAU0-6 -0.2677432887 -0.1886450178 0.0822661454 -0.1242440207
## PLP1|P60201 0.3745027958 0.9443535011 0.5154867473 0.3368506624
## PLPPR2 -0.1995222456 -0.3578307082 -0.1972589160 -0.3753277068
## PLPPR3 -0.4885894229 -0.3440589333 -0.3754387298 -0.1245718664
## PLPPR4 -0.4915696482 -0.4794669427 -0.5529289368 0.0364017047
## PLS3|P13797 0.1769302524 0.0066614165 -0.0985641316 -0.1446837950
## PLX 4|Q9HCM2 -0.3853671242 -0.4197003463 -0.5509317044 0.2119518811
## PMM1|Q92871 0.1285961414 0.1769571239 0.1170489903 0.0621721542
## PNP|P00491 0.6133675522 0.2839088312 0.3606192756 0.3550760097
## POR|P16435 -0.1555740709 -0.1019853352 0.0486131910 -0.3079506780
## PPA1|Q15181 -0.3346292835 -0.2395156157 -0.2797305451 -0.2316026369
## PPA2|Q9H2U2 -0.3197512091 -0.2586249236 0.1174641240 -0.2017129614
## PPFIA3|O75145 -0.0104570516 0.1303532211 -0.3030419397 0.6426113561
## PPID|Q08752 0.3730867026 0.3609730543 0.5976850459 0.1094676069
## PPM1A|P35813 -0.2126412418 0.1199953492 0.0485400938 -0.1165620955
## PPM1E|Q8WY54 0.4945525045 0.7128136178 0.5916429864 0.0340146291
## PPM1H|Q9ULR3 0.2699018484 0.3578139320 0.4480218064 0.0387760983
## PPM1H|Q9ULR3.1 0.2434554100 0.2342348060 0.4205929485 0.1856077635
## PPM1L|Q5SGD2 -0.1032513801 -0.2808062517 0.0368332709 -0.4725178761
## PPME1|Q9Y570 0.4787102866 0.4970478515 0.8399441498 -0.2905020566
## PPP1CA|P62136 0.2723719539 0.7270466344 0.5769540945 0.3519962157
## PPP1CB|P62140 0.2607214417 0.3792934606 0.3291727155 0.2842534632
## PPP1CC|P36873 0.5336715111 0.3962894955 0.3172290192 -0.0812490736
## PPP1R1B|Q9UD71 0.6920341606 0.5804307117 0.5604002046 0.0620221293
## PPP1R9A|Q9ULJ8-5 0.2669987276 0.7419597028 0.5203225743 0.3060708331
## PPP1R9B|D3DTX6 0.5232196981 0.7058319932 0.7611170094 0.0586824574
## PPP2CA|P67775 -0.2161774186 -0.1524244942 -0.4050651183 0.0062366402
## PPP2CB|P62714 0.7100516387 0.6250271495 0.5741641150 0.0990670327
## PPP2R1A|P30153 0.3553723166 0.8382877525 0.4574703966 0.2263684055
## PPP2R2A|P63151 0.4107819871 0.8337334275 0.4495753392 0.2011364964
## PPP2R5D|Q14738 0.2911716622 0.2529709688 0.1037159297 0.1016021499
## PPP2R5E|Q16537 -0.1727227962 0.2821345591 0.1148183313 0.1075900804
## PPP3CA|Q08209 0.3347831032 0.5630242405 0.6092327061 0.1082532870
## PPP3CB|P16298 -0.1610814772 0.2698828880 -0.0777343707 0.3182531725
## PPP3R1|D3YTA9 0.1270738313 0.2236269116 0.2596943344 -0.1240737091
## PPP5C|H0YDU8 0.1117250052 0.4385893052 0.1822621884 0.2816841943
## PPT1|P50897 -0.2303338744 -0.6088196871 -0.3017975540 -0.4355130124
## PRDX1|Q06830 -0.2810690269 0.2556201536 -0.1932180667 0.3430603834
## PRDX2|P32119 0.2196238584 0.8090579172 0.4516347546 0.2648682618
## PRDX3|P30048 -0.5803781332 -0.5829829466 -0.8278917498 -0.0580174897
## PRDX5|P30044 -0.2872139307 -0.2943493392 -0.6491888444 0.1808674915
## PRDX6|P30041 0.3295567561 0.8364051570 0.3034416824 0.5726734547
## PREP|P48147 -0.0007199459 0.3040405650 0.1799964042 0.1079650681
## PREPL|Q4J6C6 -0.0144213993 0.3704797075 0.1069482622 0.3972751149
## PRICKLE2|Q7Z3G6 -0.0116212429 -0.3972395506 -0.0959540317 -0.4330331035
## PRICKLE2|Q7Z3G6.1 0.4342916748 0.5727089776 0.9095430517 -0.2755404922
## PRKACA|P17612 0.2123783904 0.1903163968 -0.0093951400 0.1993723905
## PRKACB|P22694-9 0.1599682161 0.3035141263 0.3729404390 0.2138686281
## PRKAR1A|P10644 -0.1394190019 -0.1130343644 -0.2730728740 -0.0041407094
## PRKAR1B|P31321 -0.0742489615 -0.3959656133 -0.2907198004 -0.3418865495
## PRKAR2A|P13861 -0.3946919170 -0.0028299823 -0.2443088538 0.3783014939
## PRKAR2B|P31323 -0.3122134498 -0.6519780232 -0.7392575285 0.1040683092
## PRKCA|P17252 -0.0520244728 -0.0869878722 -0.0568554614 -0.0389515372
## PRKCB|P05771-2 0.3498281616 0.7370254968 0.2576232783 0.4675013838
## PRKCE|Q02156 0.4696843704 0.7408275672 0.5428411409 0.1773405220
## PRKCG|P05129 0.2320294130 0.6702355024 0.0537346997 0.4810905878
## PRMT1|E9PKG1 -0.0663229575 0.4280548412 0.0402986698 0.5443988434
## PRODH|O43272 -0.6456140629 -0.4092214845 -0.5192182054 -0.1873323478
## PRPS1|P60891 0.1798313165 0.2529536222 0.5372690604 -0.3530283977
## PRPSAP2|O60256 0.2345824697 0.2769714402 0.1891947466 0.2838609309
## PRRC2A|P48634 -0.2515530489 -0.5427563655 -0.2367122929 -0.2891196935
## PRRT1|Q99946 -0.2375005440 0.0711635638 0.0218971230 0.0265305502
## PRRT2|Q7Z6L0 0.4082923600 0.3481505714 0.0328110522 0.2628697583
## PRRT3|Q5FWE3 -0.3545119377 -0.2569511198 -0.7222239620 0.2313972258
## PRUNE1 -0.0184036473 0.4332744700 0.5093290000 -0.0265390035
## PRXL2A 0.2334602145 0.0072655623 0.4077490034 -0.3862713889
## PRXL2B -0.3604811079 0.1005268299 -0.0893616370 0.2610954909
## PSAT1|Q9Y617 0.4334888102 0.7350758437 0.7672617183 0.1614158260
## PSD3|Q9NYI0 0.3390637325 0.4492034934 0.6241000621 -0.2313331010
## PSIP1|O75475 0.2707900734 0.6111922687 0.4653842544 0.0299750841
## PSMA1|P25786 -0.1059159441 -0.1911855341 0.1420043240 -0.2794001187
## PSMA2|P25787 -0.2127598475 0.1268102397 -0.2873129601 0.1166657132
## PSMA3|P25788 -0.4261392299 -0.1940629816 -0.4201558440 0.2253868128
## PSMA4|P25789 0.4002889267 0.1490297700 -0.0497645659 0.2398356408
## PSMA5|P28066 -0.3543262572 -0.0794235666 -0.3518962702 0.2328486802
## PSMA6|P60900 -0.2089831773 0.0211739904 -0.0172501330 -0.0701537929
## PSMA7|O14818 0.1437805701 0.1034724758 0.1668973806 -0.0432610337
## PSMB1|P20618 0.3830565170 0.6984616044 0.4622635591 0.2030329376
## PSMB2|P49721 -0.3434776647 -0.2105190364 -0.2722885281 0.0095422198
## PSMB3|P49720 -0.0804548472 0.0292769744 -0.0684694061 0.1442483178
## PSMB4|P28070 -0.4668648764 -0.3795192153 -0.5015765230 0.0372824812
## PSMB5|P28074 -0.0514870881 0.5657215257 0.4571450955 -0.1215614466
## PSMB6|P28072 0.2410050700 0.3350230141 0.4687302797 -0.0314775122
## PSMB7|Q99436 -0.1239288784 0.0551630701 -0.4405448026 0.5700284931
## PSMC1|P62191 0.4770743858 0.2489758093 0.0721757884 0.2345846377
## PSMC2|P35998 0.5597195557 0.4965074230 0.5194133596 -0.2600204650
## PSMC4|P43686 0.3588672454 0.6614649270 0.7225275898 -0.2764117933
## PSMC5|P62195 0.3830190704 0.8652629370 0.7372849476 0.2951178473
## PSMC6|A0A087X2I1 0.0088674404 0.4115617631 0.4130015607 -0.0822106797
## PSMD11|O00231 -0.0487944300 0.6328041112 0.1419717016 0.3774194545
## PSMD12|O00232 0.0678295949 0.2048076129 -0.0751041761 0.4525813225
## PSMD13|Q9UNM6 -0.1889851473 -0.0530223832 -0.3058652459 -0.0155581922
## PSMD14|O00487 0.1089353234 0.4071965294 0.2981669297 0.2645828161
## PSMD2|Q13200 -0.1964704289 -0.1237828012 -0.4596107954 0.2142290896
## PSMD3|O43242 -0.5602593623 -0.2873309347 -0.6428564862 0.2891453818
## PSMD5|Q16401 -0.0122699800 0.3626235816 0.3544284567 0.0478398412
## PSMD6|Q15008 -0.0699485459 0.5286083326 0.2531952408 -0.1570215985
## PSMD8|P48556 -0.0963581101 0.3002557994 0.3331748915 -0.1218222708
## PSME1|Q06323 0.2936955246 -0.1709204612 0.2596706747 -0.2210963466
## PTGES3|Q15185-4 -0.2944778323 -0.3696920423 -0.2728189276 -0.2200006124
## PTK2B|Q14289 0.1355454906 0.5085857328 0.6774057226 -0.1914026575
## PTPA 0.3739272118 0.9133124388 0.4563643946 0.3300773638
## PTPN11|Q06124 0.5984764179 0.2689271382 0.1423165759 0.3732406012
## PTPRA|P18433 0.1929861719 -0.0454734474 0.4168941581 -0.7175756749
## PTPRD|P23468-6 -0.3886745043 -0.2745112726 -0.5934010906 0.2638191831
## PTPRS|Q13332-2 -0.4886412320 -0.4481955760 -0.7332556169 0.4546061862
## PURA|Q00577 0.1064600931 -0.3394550884 0.2324766995 -0.6278670258
## PURB|Q96QR8 -0.2315501878 -0.3217304631 -0.0031132285 -0.1909566347
## PYCR2|Q96C36 0.3666245327 -0.2211464451 -0.2460919366 0.0442776616
## PYGB|P11216 0.3686002941 0.8008150690 0.3153884486 0.5230001745
## PYGM|P11217 0.0322356813 0.5640546044 -0.0477112213 0.5028181698
## QDPR|P09417 0.4618588605 0.7302492896 0.7030143090 0.0357946242
## RAB10|P61026 -0.4860990643 -0.3719324112 -0.2686717110 -0.5140484671
## RAB11B|Q15907 0.0771246033 0.0145798883 -0.0668269075 0.0376281247
## RAB11FIP2|Q7L804-2 0.0919640807 -0.0997675305 -0.1816003542 0.3692223043
## RAB12|Q6IQ22 -0.4345842625 -0.7474900674 -0.8070492956 0.0529428146
## RAB14|P61106 -0.2318010977 -0.5832511974 -0.5183744078 -0.1209902946
## RAB18|Q9NP72 -0.2585589384 -0.2958110958 -0.1096834789 -0.2336168637
## RAB1A|P62820 0.1992554671 -0.2577008347 -0.0576790581 -0.2670435945
## RAB1A|P62820.1 -0.0495486329 -0.2544046706 -0.1418543737 0.0728024576
## RAB1B|Q9H0U4 0.0879567154 0.1977129265 0.3162029164 -0.2332072966
## RAB21|Q9UL25 -0.1303422568 -0.5373405353 -0.7135210955 0.0766762000
## RAB2A|P61019 -0.3721543711 -0.7455312305 -0.3498906443 -0.2388771665
## RAB35|Q15286 -0.4072456464 -0.1211388494 -0.1296530885 0.1512095966
## RAB39B|Q96DA2 -0.0349383626 -0.3105277955 -0.0998198434 -0.3628720390
## RAB3A|P20336 0.0015935728 -0.3635924769 -0.5501183113 0.3382276519
## RAB3B|P20337 -0.2270775771 0.0543630543 -0.4041892503 0.2531279945
## RAB3C|Q96E17 -0.3004452232 -0.5725681188 -0.7999042590 0.3041888901
## RAB3D|O95716 -0.4283452671 -0.3042997615 -0.6124846826 0.3048556287
## RAB3GAP1|Q15042-3 0.5011018423 -0.0434750811 0.1113523836 -0.0007617155
## RAB3GAP2|Q9H2M9 0.0666880986 0.1040624786 0.5091437257 -0.5153969892
## RAB5A|P20339 -0.2300537661 -0.1296413452 0.0414631459 -0.0794446482
## RAB5B|P61020 -0.1325612206 0.1515205291 -0.1287661463 0.3987061023
## RAB5C|P51148 -0.0083633574 -0.4159718320 -0.1284754972 -0.4686791454
## RAB6A|P20340 -0.6564920050 -0.2733129208 -0.1764145795 -0.0781745103
## RAB6B|Q9NRW1 0.1713568102 -0.1357215544 0.2004474630 -0.3537731228
## RABGGTA|Q92696 0.8059118324 0.4221089397 0.5272205409 0.2219066161
## RAC1|P63000 -0.4848577751 -0.7729401908 -0.5785059081 -0.2740925245
## RACK1 0.1182333625 -0.2108188184 0.2481072496 -0.7081980488
## RALA|P11233 0.0095242653 -0.5690231491 -0.3374965629 -0.4568598072
## RANBP1|P43487 0.0592432077 0.1690054190 -0.1194088896 0.6348342589
## RANGAP1|P46060 -0.1546008686 0.1974101857 0.3831398060 -0.2444420055
## RAP1B|F5GZG1 -0.3338025963 -0.2429618873 -0.3345197793 -0.0219297905
## RAP1GAP|X6R8W7 -0.2779987691 -0.0734494747 0.0490837837 -0.2459536691
## RAP1GAP2|Q684P5 0.1863335669 0.1350314770 -0.0103248288 0.1734529527
## RAP1GDS1|P52306-3 0.4709621955 0.8535575670 0.5784964702 0.1280982458
## RAP1GDS1|P52306-3.1 0.3256459700 -0.0623432424 -0.1795584359 0.3132057908
## RAP2A|P10114 -0.4653450184 -0.2789609224 -0.5035329545 0.4719190101
## RAP2B|P61225 -0.4120898575 -0.5720572482 -0.5318006373 0.0195807770
## RAPGEF2|Q9Y4G8 0.2523845729 0.2462649780 0.1112947433 0.1327238253
## RAPGEF4|Q8WZA2 0.1894894803 0.2707944258 0.0073944111 0.0673103815
## RASAL1|O95294-4 0.0817755169 0.2249646103 -0.1060834030 0.3803295899
## RASGRF1|Q13972 0.3571505782 0.5051842350 0.6359118745 -0.1920701727
## REEP5|Q00765 0.2895272672 -0.3622444524 0.1232632326 -0.5390757756
## RELCH 0.8020311053 0.5785941381 0.6012548688 0.1348166859
## REPS1|Q96D71 0.4236124343 0.3977116045 0.3008584646 -0.0666432381
## RGS6|P49758-3 -0.0838213753 -0.0609718062 -0.2563921331 0.0984333259
## RGS7|P49802 -0.4134443561 -0.4006602043 -0.6976961174 0.5518248428
## RHEB|Q15382 0.2533113282 0.2802613322 0.0096251484 0.1745839707
## RHOA|P61586 -0.4775708352 -0.8156783668 -0.7237635456 -0.2383903598
## RHOB|P62745 -0.4710638099 -0.8405563928 -0.5402331222 -0.4936264847
## RHOT1|Q8IXI2-7 0.0142616658 0.0324877614 -0.1423858489 -0.1883903361
## RIMS1|Q86UR5 -0.2305154423 -0.1854973982 -0.3974482941 0.1668757779
## RNF14|Q9UBS8 0.1005859250 0.4760223305 0.4691541113 0.0326768856
## RNF214|Q8ND24 0.4439048442 0.3945304916 0.5298438727 -0.2597234112
## RNF41|Q9H4P4 0.5587175520 0.6083829450 0.8974373208 -0.1268251743
## ROCK2|O75116 0.0327175968 -0.2390244279 0.1112622694 -0.1173816068
## ROGDI|Q9GZN7 -0.0049256901 0.2871436285 0.2576993588 0.0020822126
## RP2|O75695 -0.0554711583 -0.3413366569 -0.2750906909 -0.0488474008
## RPH3A|Q9Y2J0 -0.1779631077 -0.3445498286 -0.5046536963 0.2064909663
## RPL10A|P62906 -0.0134734778 -0.3663265007 0.3159327297 -0.6768880302
## RPL12|P30050 0.0228668945 -0.4775628081 0.2090888188 -0.5770736666
## RPL13|P26373 -0.0489155937 -0.4648596328 0.1852979432 -0.5347748745
## RPL14|P50914 -0.3209580005 -0.7177092800 -0.3574606360 -0.4212537088
## RPL15|P61313 0.0318595390 -0.3953939634 0.2085864841 -0.5799132074
## RPL18|G3V203 0.0112893699 -0.4468350693 0.2415664088 -0.6649108158
## RPL18A|Q02543 0.1031154083 -0.3738723358 0.3026285398 -0.4186405678
## RPL19|P84098 0.0363104626 -0.2769697991 0.2621140224 -0.6916576673
## RPL22|P35268 -0.4715519798 -0.6678486290 -0.3269844024 -0.3359029802
## RPL23|P62829 0.1215433985 -0.3094423553 0.3928140161 -0.5328115922
## RPL23A|P62750 0.2896393604 -0.1642659001 0.2164325236 -0.3892209789
## RPL24|P83731 -0.0760686227 -0.5286793337 0.0241732819 -0.4877955828
## RPL27|P61353 0.3494079698 -0.0281272425 0.3097481278 -0.4733205562
## RPL27A|P46776 -0.0617721865 -0.5292426156 0.0886829303 -0.6434450063
## RPL28|P46779 -0.1270221309 -0.5332172127 -0.3190713989 -0.4301121607
## RPL29|P47914 -0.0853975059 -0.7036595927 -0.1990462780 -0.4716126648
## RPL3|P39023 -0.0643399467 -0.5950034316 0.0752793370 -0.6836091481
## RPL30|P62888 0.1317352658 -0.0791638701 0.2861412695 -0.6627214625
## RPL31|P62899 0.4390356533 0.1030862566 0.5252571989 -0.6906467244
## RPL32|D3YTB1 -0.3607634438 -0.6727109615 -0.3723492962 -0.2410915503
## RPL34|P49207 -0.0380577395 -0.3921386291 0.2146497855 -0.4837984743
## RPL35|P42766 -0.2934577813 -0.6030478513 -0.1520417801 -0.4141738756
## RPL35A|P18077 0.0223598861 -0.4774696729 0.2282564131 -0.6340525483
## RPL37|P61927 -0.0410465874 -0.3751583584 0.0547048775 -0.6690266290
## RPL37A|P61513 0.1076852674 -0.1645114899 0.1906417252 -0.6419677680
## RPL38|P63173 0.0444148761 -0.0367589096 0.0950809810 -0.5987154967
## RPL4|P36578 0.1453466367 -0.3627018843 0.3353495398 -0.7477016924
## RPL6|Q02878 0.0970964008 -0.2038595839 0.4022736729 -0.8260810857
## RPL7|P18124 -0.0274571491 -0.4101582637 0.2667046167 -0.7581136683
## RPL8|P62917 -0.0828018562 -0.5128057884 0.1811753673 -0.6372749606
## RPLP1|P05386 -0.2237832372 -0.6467210506 -0.0541428316 -0.4457088464
## RPN1|P04843 -0.2493932145 -0.6994886252 -0.0739630444 -0.4838492523
## RPN2|P04844 -0.2678263482 -0.7052434553 -0.1044648045 -0.5073416108
## RPS11|P62280 -0.1669656791 -0.3960518999 0.1806917682 -0.4244096382
## RPS13|P62277 -0.0410691443 -0.2974752060 0.2240789921 -0.6675928593
## RPS16|P62249 -0.0829625586 -0.4854411266 0.2279094109 -0.7475811403
## RPS19|P39019 -0.2311737220 -0.1542151062 0.1518324084 -0.1019556755
## RPS2|P15880 0.2874990644 -0.2303453228 0.3486773247 -0.6578250897
## RPS20|P60866 0.2216092528 -0.0895939226 0.1549307353 -0.2717155212
## RPS24|E7ETK0 0.0787352206 -0.3998107001 0.0366133488 -0.4436197538
## RPS25|P62851 -0.1325856824 -0.5642292249 0.0876162882 -0.5388016055
## RPS26|P62854 0.0195871773 -0.5139528912 0.0423727393 -0.5234145600
## RPS3|P23396 0.2996620235 -0.3198795518 0.3004402399 -0.7928570819
## RPS5|M0R0F0 0.0392469351 -0.0876641996 0.0528157061 -0.0872818461
## RPS6|P62753 0.2077720242 -0.3595457153 0.3577598775 -0.7991084546
## RPS7|P62081 0.1664343914 0.3705798553 0.4840509927 0.1052810324
## RPS8|P62241 0.3176198267 -0.1682707281 0.4779206997 -0.7103609234
## RPS9|P46781 0.2188828770 -0.1360967083 0.4838995257 -0.6431696271
## RPTOR|Q8N122 -0.6747176392 -0.2399628301 -0.5127922834 0.0432875371
## RRBP1|Q9P2E9-2 -0.3480031816 -0.3835035772 -0.3220427030 -0.0257447401
## RTCB|Q9Y3I0 -0.0016650431 0.1849770944 0.4158271214 -0.0836251813
## RTN1|Q16799 -0.0867796183 -0.0708310898 0.3096179737 -0.2973395421
## RTN1|Q16799.1 0.2120959717 -0.3111271698 -0.0962074108 -0.3606428892
## RTN3|O95197 0.0369921931 -0.2500093768 -0.0487778414 -0.3404701988
## RTN3|O95197.1 0.1367392799 -0.5209450738 -0.3495188048 -0.3316675392
## RTN4|Q9NQC3 -0.0131480788 -0.1047042621 0.2227731553 -0.2617353751
## RUFY3|Q7L099 0.1230515110 0.7838421907 0.5541613655 0.3276423071
## RUVBL1|Q9Y265 0.2010964202 0.4251044149 0.2586872377 0.5499132206
## RYR2|Q92736-2 0.1167511124 0.0003805691 0.1455497151 -0.1167933831
## S100A11|P31949 -0.0322181800 -0.6253180682 0.0275811140 -0.5148084693
## S100A16|Q96FQ6 -0.1676519416 -0.2565841913 -0.2006890749 -0.0217132278
## S100B|P04271 0.3172139577 0.6462633698 0.4795331564 0.3353059587
## SACM1L|Q9NTJ5 0.3599603135 0.2351696198 0.5305492226 -0.3688041561
## SAMM50|Q9Y512 -0.5382301420 -0.7170175621 -0.6893013247 -0.0884638492
## SAR1A|Q9NR31 0.1882554878 0.4722410942 0.4907212676 0.0949133390
## SARS1 0.4027820140 0.7394524171 0.8011020655 -0.0490457822
## SBF1|O95248-4 -0.5197333312 -0.2717698134 -0.4827775813 0.1803173011
## SCAI|Q8N9R8 -0.2616875597 -0.0161660734 -0.1469578151 0.0442118913
## SCAMP1|O15126 -0.0571713887 -0.1877508578 -0.1776254873 -0.1780082558
## SCAMP5|Q8TAC9 -0.3598077510 -0.1608643508 -0.4280031871 0.3585770726
## SCCPDH|Q8NBX0 -0.3169601140 -0.6250172467 -0.3962142776 -0.0781549366
## SCG2|P13521 0.2285355230 -0.1003558137 0.2590338658 -0.5076841389
## SCN1B|Q07699 -0.3753180662 -0.2329591584 -0.4222497215 0.3643320930
## SCN2A|Q99250 -0.6839344444 -0.3290721066 -0.3405366251 -0.1122429493
## SCN2B|O60939 0.1692696603 0.1712195790 0.1992253736 -0.0578866907
## SCRN1|Q12765 -0.0737705014 0.4502505759 0.1812943373 0.3307241160
## SCYL2|Q6P3W7 0.6050933376 0.7069777449 0.4046976897 0.5123389593
## SDHA|P31040 -0.7308592975 -0.7029810634 -0.8586086703 0.0192167756
## SDHB|P21912 -0.6159508138 -0.7474449566 -0.8484813022 -0.1229438291
## SEC14L2|O76054 0.0889911555 0.2720009257 0.1158579953 0.1379802258
## SEC22B|O75396 -0.1800106835 -0.4518336887 0.1288929258 -0.5824888528
## SEC23A|F5H365 0.0862179338 -0.0949627822 0.0542295345 -0.3336485510
## SEC24C|P53992 0.1769024617 0.2098072449 -0.0170443225 0.3333848837
## SEC61A2|Q9H9S3 -0.3597910032 -0.7677219283 -0.3284376299 -0.3916809200
## SEPTIN11 -0.4009753162 -0.3076913433 -0.7089128000 0.5671902829
## SEPTIN2 0.2547216103 -0.0817226646 0.0888527938 -0.0491974077
## SEPTIN3 -0.2044412114 -0.5865672985 -0.8003864588 0.1328070423
## SEPTIN5 -0.4527981684 -0.5473441778 -0.8942539018 0.3441203716
## SEPTIN6 -0.4066712535 -0.5259774982 -0.7392039078 0.5218467689
## SEPTIN7 -0.0623241301 -0.3747847756 -0.6282362459 0.4231234854
## SEPTIN8 0.0470610592 0.0710773054 -0.2616561150 0.4146178130
## SEPTIN9 -0.5579762689 -0.2765941796 -0.6372340229 0.4426075283
## SEPTIN9.1 0.5855919628 0.5062468179 0.6571577346 -0.4070729089
## SERBP1|Q8NC51 0.3912882753 -0.1467465269 0.0177618209 -0.0481534693
## SERPI 3|P01011 -0.1620838953 0.3363735019 0.4475184634 -0.0932006150
## SERPINB1|P30740 0.0585726077 0.2265470069 0.0138561434 0.2951110957
## SERPINB6|P35237 -0.3416656940 0.1705921207 0.1691133153 -0.1903012021
## SERPINB9|P50453 -0.4104507135 -0.1940985385 -0.3839902697 0.1448955208
## SF3B3|Q15393 0.3328874693 0.4284096059 0.5505531537 0.0848461269
## SF3B4|Q15427 -0.5541174505 -0.2539353751 0.0821946235 -0.1663347276
## SFN|P31947 0.2980134973 0.2378370382 0.2696684939 -0.1553721544
## SFPQ|P23246 0.2859395985 0.2410845415 0.6167111297 -0.2973410313
## SFXN1|Q9H9B4 0.4215274195 0.0304355771 -0.0785501477 0.2045666623
## SFXN3|A0A0A0MS41 -0.3296503726 -0.8106373055 -0.4882632083 -0.3255218111
## SFXN5|Q8TD22 -0.3870833987 -0.0804836058 -0.2882684648 -0.0069720541
## SGIP1|Q9BQI5 -0.5386536883 -0.4417488005 -0.4955109616 0.0596578415
## SGTA|O43765 0.6566227411 0.3282450280 0.1208456960 0.1235067861
## SH3BGRL3|A0A087WV23 -0.1105780869 -0.6198842325 -0.2748225527 -0.2587039909
## SH3GL1|Q99961 0.1221963051 0.3085574624 0.4846256325 -0.1612658365
## SH3GL2|Q99962 -0.0910073459 0.5216952025 0.0697291895 0.4363798527
## SH3GLB2|Q9NR46-2 -0.0296967454 0.2811039598 0.0628435052 0.3056006902
## SHANK1|Q9Y566 -0.1356875160 0.2746203584 -0.1516768833 0.6887632492
## SHANK2|Q9UPX8 -0.0136711837 0.1535410823 -0.1617167045 0.6389282098
## SHANK2|Q9UPX8.1 -0.2608601771 -0.4215979628 -0.6665811116 -0.0015388087
## SHANK3|Q9BYB0 0.1285348351 0.2070729551 -0.2091454742 0.6795137536
## SHISA7|A6NL88 -0.1982127555 -0.0999487661 -0.0418617909 -0.1333405967
## SHROOM2|Q13796 0.7060453924 0.7225826679 0.7353355232 -0.0617211646
## SIPA1L1|O43166 -0.4985416399 0.1144691290 0.0659461172 0.1861814853
## SIRT2|Q8IXJ6 0.3296530771 0.9344131744 0.5211739935 0.2672465894
## SKP1|P63208 0.3612603203 0.3265672254 0.1146719994 0.2253480415
## SLC12A2|P55011 -0.1094618062 0.3984367124 0.1512180431 -0.0227763876
## SLC12A5|Q9H2X9 -0.3209201426 -0.1800214890 -0.5323381711 0.5110054932
## SLC17A6|Q9P2U8 0.1577349189 0.0756390034 0.0844868945 -0.0725728779
## SLC17A7|Q9P2U7 -0.2307201103 0.0830414543 -0.0842021236 0.2832202172
## SLC1A2|P43004 -0.2844181155 0.0613747750 -0.3240163950 0.3953131048
## SLC1A3|P43003 -0.3083832350 -0.2647480132 -0.4229888634 0.2414858821
## SLC1A4|P43007 0.2774021886 0.2557711544 -0.0070118310 0.1558624479
## SLC24A2|Q9UI40 -0.1820451214 -0.1259756671 0.0720065251 -0.4434985791
## SLC25A1|P53007 0.0402205014 -0.3500969029 0.1310413760 -0.7080126264
## SLC25A11|Q02978 -0.4925404723 -0.6989537790 -0.6562451702 -0.1879964105
## SLC25A12|O75746 -0.3967694573 -0.8063306469 -0.5120142228 -0.2065628301
## SLC25A13|Q9UJS0 -0.1516741403 -0.5652675282 -0.3918731937 0.0063474981
## SLC25A18|Q9H1K4 0.1075649754 -0.4283477724 0.0483706046 -0.4135074778
## SLC25A22|Q9H936 -0.4408868420 -0.8853299315 -0.6697781221 -0.1157275676
## SLC25A3|Q00325-2 -0.3646934184 -0.6839087468 -0.3238518685 -0.3093193567
## SLC25A4|P12235 -0.4932109083 -0.8709040939 -0.7759277491 -0.0572352076
## SLC25A46|Q96AG3 -0.5487650486 -0.3330815879 -0.5362944730 0.5103180787
## SLC25A5|P05141 -0.4859506030 -0.7854450905 -0.5732713231 -0.0126760503
## SLC27A4|Q6P1M0 0.0939740516 -0.2894622484 0.3388715771 -0.4379820365
## SLC2A1|P11166 -0.2941356520 0.0753110695 -0.2189840473 0.1140582446
## SLC30A1|Q9Y6M5 -0.1381560693 -0.2440675448 -0.2596381055 -0.2114986095
## SLC30A3|Q99726 -0.1151665385 -0.1679889592 -0.3704044894 0.4157799015
## SLC32A1|Q9H598 -0.2446037832 0.1357037497 0.0345822779 -0.0203591212
## SLC38A3|Q99624 0.1601776616 -0.0477709813 -0.1046701860 0.0108969822
## SLC3A2|P08195-3 -0.2615501404 0.0288122276 -0.3336147290 0.1922400726
## SLC4A10|Q6U841 -0.4940411627 -0.3209422396 -0.5957447139 0.4221956030
## SLC4A4|Q9Y6R1 -0.1034679053 -0.0368623392 -0.2858846024 0.1526764899
## SLC4A7|Q9Y6M7-9 -0.2845354549 0.2852302003 0.5224028804 -0.2416479347
## SLC6A1|P30531 -0.3073599086 -0.6606467938 -0.6304190692 0.0116743314
## SLC6A11|P48066 -0.0713922300 -0.0219895080 -0.1365965965 0.0665625695
## SLC6A17|Q9H1V8 -0.1232553713 -0.5829962506 -0.2316763386 -0.1037826872
## SLC7A5|Q01650 -0.2722695249 -0.5854658035 -0.4113624264 -0.3485066827
## SLC8A1|P32418-5 0.2226284539 -0.2306028540 -0.0679446211 0.1257914810
## SMAP1|Q8IYB5 0.3586217522 0.2203371079 0.4097304842 0.1598302342
## SMPD3|Q9NY59 -0.2465959961 -0.2669723258 -0.4543868619 0.0167861406
## S P25|P60880 0.0324663376 0.1320689577 -0.1039416887 0.1368243778
## S P47|A0A087X0B7 0.1612443350 0.3433158578 0.2223305589 0.2980765114
## S P91|O60641 0.2935269540 0.6174993513 0.1888027478 0.6020304771
## SNCA|P37840 0.1970212774 0.1396509162 0.0237805870 0.2235640388
## SNCB|Q16143 0.1844790980 0.4847137838 0.1664234430 0.3260934414
## SNCG|O76070 0.4322413797 0.4880179531 0.3556660604 0.1925198163
## SND1|Q7KZF4 -0.4700177270 -0.7864536743 -0.3974199298 -0.1980742769
## SNPH|O15079-2 -0.5187704070 -0.4193758133 -0.5124806222 -0.1777549632
## SNRPB|P14678 0.1657124267 -0.3048023600 0.2010667457 -0.6103607537
## SNRPD1|P62314 0.5465374406 0.6810748660 0.8008178382 -0.2767771597
## SNRPD3|P62318 0.0747825299 0.3382190682 0.4525964702 -0.4220503268
## SNX1|Q13596 0.0221029799 0.4313978447 0.6270305349 -0.1796425511
## SNX12|A0A087X0R6 0.2519583051 0.1902980333 0.2307924154 -0.2456344155
## SNX2|O60749 -0.0881113634 0.5908459685 0.2056558797 0.4932351669
## SNX27|Q96L92 0.1975827714 0.1940176807 0.0596440847 0.2224779731
## SNX3|O60493 0.4122461413 0.2368469473 0.4915218027 -0.2474749360
## SNX6|Q9UNH7 0.1944578193 -0.1550679406 -0.3801373680 0.1731133167
## SOD1|P00441 -0.1582304106 0.1762876008 -0.2668113361 0.4998617454
## SOD2|P04179 -0.2346896081 0.0600420101 0.0660740615 -0.0449272699
## SORBS1|Q9BX66-12 0.3593837432 0.3752118245 0.1937652009 0.2843178293
## SORBS2|O94875-11 0.2806490011 0.6168438027 0.7973547340 0.0052473958
## SPR|P35270 0.0621259531 0.4977585779 0.5833954693 -0.0272244984
## SPTAN1|Q13813-2 0.1735173503 0.2701841854 0.6316309696 -0.3382342610
## SPTB|P11277-2 0.0594330331 0.2082166665 0.2486051709 0.1065726932
## SPTBN1|Q01082 0.0171504968 0.1262271800 0.3589189463 -0.0882508840
## SPTBN2|O15020 0.4249541423 0.6524714118 0.9577266506 -0.2613730833
## SRC|P12931-2 -0.2002140854 -0.5834492700 -0.6030155780 -0.0744561760
## SRCIN1|Q9C0H9-5 -0.2031972829 -0.1713774248 -0.2977554184 0.2846303869
## SRGAP3|O43295-2 -0.0058681137 0.0004285426 -0.1928462895 0.1933762755
## SRI|P30626 0.1077195624 0.4266522942 0.5373793101 -0.0656726025
## SRM|P19623 0.2684706001 0.6639762596 0.3809903245 0.5396163754
## SRR|Q9GZT4 -0.1462206393 -0.2650175666 -0.2503883008 -0.3838522333
## SRSF10|O75494 0.3949318394 0.6600504911 0.5974310833 0.4202461909
## SRSF2|Q01130 0.2491668136 -0.2708319790 -0.0604395764 -0.1419218973
## SRSF7|Q16629 0.6326268295 0.0344445924 0.2747582691 -0.0398314552
## SSR1|C9IZQ1 -0.5153970695 -0.6305802769 -0.3995990500 -0.1005684843
## SSR4|P51571 -0.5188286398 0.0066387432 -0.0068057516 0.2203313483
## STAG2|Q8N3U4-2 -0.1364305140 0.3637811050 0.2450241091 0.2797969222
## STAM|Q92783 0.1516234748 0.3704803685 0.3413937623 0.1433840601
## STIM1|G0XQ39 0.0347964913 -0.4844645572 -0.0044524488 -0.3260910533
## STIP1|P31948 0.2617237783 0.6882844571 0.4148426222 0.1998779858
## STK24|Q9Y6E0 -0.2871888804 0.0362820247 -0.3394036660 0.0429759992
## STK32C|Q86UX6 0.4726322774 0.1826391029 0.2922036198 -0.0607098715
## STK39|Q9UEW8 -0.0005291731 -0.1772894075 -0.4796255300 0.2015052205
## STMN1|P16949 0.4762197368 0.3655554639 0.6426244588 -0.0799584360
## STMN2|E5RGX5 -0.1706581055 -0.5674212489 -0.3092973597 -0.4725402914
## STRAP|Q9Y3F4 0.1391580053 -0.2606360170 0.0202648515 0.0024558119
## STRN|O43815 0.2791253621 -0.0203981944 0.0914355420 0.1994343669
## STRN3|Q13033-2 0.2839468355 0.1814530118 0.0690752945 -0.0646380133
## STRN4|Q9NRL3 0.2558784402 0.2952233156 0.2547815927 0.0847923967
## STT3A|P46977 -0.2779967298 -0.2178834365 -0.2369019042 -0.0599543824
## STT3B|Q8TCJ2 -0.2333935625 -0.3182518458 0.0481173504 -0.1093538296
## STUM 0.0919051506 0.0427891669 -0.1136334546 0.3665175921
## STX12|Q86Y82 -0.3369377604 0.1450319281 0.0053401421 -0.2797364087
## STX1A|Q16623 0.0373516970 -0.5440945976 -0.2931114250 -0.2010130249
## STX1B|P61266 -0.1743000103 -0.3787886220 -0.4056041148 -0.0564078849
## STX7|O15400 0.1259848459 -0.1611902904 0.0258345910 -0.5262707750
## STXBP1|P61764 -0.0373886220 0.1553748245 0.1187181284 0.1663311307
## STXBP1|P61764.1 -0.3148621673 -0.2520068620 -0.5979239026 0.6895229446
## STXBP5|Q5T5C0 0.2119872526 0.3557336083 -0.0023186554 0.5318012639
## STXBP5L|E9PFI2 -0.1540676955 -0.2451557226 -0.5250558828 0.1850719031
## SUCLA2|Q9P2R7 -0.5570667782 -0.7645687052 -0.9319468877 -0.0945643222
## SUCLG1|P53597 -0.4684693503 -0.7242252584 -0.6302104239 -0.4044128339
## SUCLG2|Q96I99 0.1710590648 0.1169995300 -0.4358750340 0.1042475607
## SUGT1|Q9Y2Z0 -0.3503901978 0.2537304631 0.2047398294 -0.1298887481
## SV2A|Q7L0J3 -0.4287631357 -0.4516777920 -0.3593494004 -0.2006143237
## SV2B|Q7L1I2 0.1417190505 0.4294642641 0.5097973399 0.2217058184
## SYN1|P17600 -0.2806132946 -0.5568021557 -0.7859141718 0.3093493867
## SYN2|A0A087WW96 -0.1194112272 -0.1866726921 -0.4910526722 0.5293809727
## SYN3|O14994 -0.4100593569 -0.5699080187 -0.6766817779 0.0354277493
## SYNGAP1|Q96PV0 -0.4876142210 -0.5792331950 -0.7685900558 0.2801295377
## SYNGR1|B5MCD7 0.1542657390 -0.1051055544 -0.1198097681 0.0114275481
## SYNGR3|O43761 0.0886410428 -0.1534605651 0.1384695321 -0.1385139513
## SYNJ1|C9JFZ1 0.3508829097 0.5093018487 0.4112380255 0.4785917174
## SYNM|O15061 -0.5860167604 -0.6456313069 -0.5637175800 -0.2618497413
## SYNRG|Q9UMZ2-7 0.0753088482 0.6348190270 0.4357789539 0.0455475553
## SYP|P08247 0.3508758247 0.0631837437 -0.0541384439 0.4622695353
## SYT1|P21579 -0.1590907410 -0.4327475274 -0.6601291302 0.4790132372
## SYT12|Q8IV01 0.0745736219 0.4004669520 -0.0967755404 0.7768088555
## SYT2|Q8N9I0 -0.0512867224 0.6021408635 0.3191624794 -0.0464307479
## SYT7|F5H126 -0.2007693115 -0.4530947848 -0.5829219740 0.2067848692
## TAGLN3|Q9UI15 -0.5537357995 -0.2464999903 -0.4349430697 -0.1927474425
## TALDO1|P37837 0.4245144487 0.5376176983 0.5553297906 0.0621229136
## TAMM41|Q96BW9-3 -0.2836559801 -0.5498712075 -0.6541578320 -0.0097541314
## TAOK1|Q7L7X3 -0.4226121001 -0.5335073868 -0.4527638938 0.0895939896
## TARDBP|Q13148 0.0902022963 0.1063167717 0.1792226553 0.0573365002
## TBC1D10B|Q4KMP7 -0.2165272544 -0.6655231426 -0.6421255523 -0.0060430447
## TBC1D24|Q9ULP9 0.5581166803 0.5214308115 0.1277072467 0.4578512381
## TCP1|P17987 0.2619030600 0.5141590638 0.2596596112 0.3773222959
## TECR|Q9NZ01 -0.1524951652 -0.4274861489 0.0598792231 -0.7026718585
## TFG|Q92734 -0.1371117915 -0.3352485682 -0.1552563691 0.0132590045
## TGM1 -0.4989956789 -0.5880163557 -0.5036851282 -0.3150899369
## TH -0.3599517657 -0.5564558677 -0.2681376782 -0.2757932415
## THEM4|Q5T1C6 -0.4374287973 -0.8163378902 -0.6579664361 0.0471846599
## THNSL1|Q8IYQ7 -0.2927132635 -0.7474992344 -0.6151037044 -0.2289254696
## THY1|E9PNQ8 0.1719128971 -0.3187412094 -0.0025079925 -0.2766746970
## TIMM13|Q9Y5L4 0.3416172240 0.6143017913 0.1491808015 0.3435553640
## TIMM22|Q9Y584 -0.3736646879 -0.6271946022 -0.4914536550 0.0734595919
## TIMM44|O43615 -0.0810975707 -0.7333930569 -0.5397543526 0.0334605823
## TIMM50|Q3ZCQ8 0.0730632779 -0.3902047873 -0.1025297499 -0.4998387092
## TKT|P29401 0.1065982484 0.7164900784 0.4262262814 0.2736741638
## TLN2|Q9Y4G6 -0.0651998496 -0.2550578886 -0.2860412565 -0.1620588778
## TMED7 -0.1733415668 -0.3913440647 -0.3291060722 -0.2191228423
## TMED9|Q9BVK6 0.6506614692 0.0282737862 0.2101838638 -0.0575541876
## TMEM11|P17152 -0.6080530008 -0.7784116105 -0.6079789232 -0.3270523232
## TMEM186|Q96B77 0.3940821274 0.2564463407 0.2238210835 -0.0871402249
## TMEM30A|Q9NV96 -0.5946469385 -0.5792684092 -0.4917564232 -0.1234275703
## TMEM33|P57088 -0.1290199103 -0.3448560856 0.0604611671 -0.6666543729
## TMEM65|Q6PI78 -0.2899981821 -0.6120024132 -0.4329148687 -0.3017904226
## TMOD2|Q9NZR1-2 0.2095956215 0.2052722624 0.2297029872 0.0061483400
## TMX1|Q9H3N1 0.1245050582 -0.3592319641 -0.1399868743 -0.2692334757
## TMX2|Q9Y320 0.2540387516 0.3313376122 0.5372441391 -0.0679957515
## TMX3|Q96JJ7 -0.0820645470 -0.4868526913 -0.0104112212 -0.3268594228
## TMX4|Q9H1E5 0.2889215486 -0.4126223922 0.1969940198 -0.4765353134
## TNIK|Q9UKE5-4 -0.2840378731 0.0184623912 -0.1491652089 0.3572459203
## TNPO2|O14787-2 0.2064093012 0.6160452662 0.5490582112 -0.0696341271
## TNR|Q92752 -0.4803726417 -0.8428098143 -0.7132385643 -0.1314933592
## TOLLIP|Q9H0E2 -0.1611384954 -0.2481937974 -0.3797812354 0.1766248155
## TOM1L2|Q6ZVM7 0.1739481899 0.1342807789 0.0919632741 0.2796545242
## TOMM20|Q15388 -0.4002577868 -0.1211429176 -0.2175625684 -0.0900606091
## TOMM40|O96008 0.2044654451 -0.1536933544 0.3664492617 -0.4407009461
## TPBG|Q13641 0.3198571921 0.7602459632 0.4793860196 0.4678695150
## TPD52L2|O43399-4 0.1420530938 0.1856009843 0.2720230320 0.0286552706
## TPI1|P60174 0.4802827668 0.5863120078 0.2915198466 0.4059666887
## TPM1|F5H7S3 0.1276569836 -0.2285766167 0.0917928329 -0.3733009129
## TPM3|P06753-6 0.2508095471 0.2095357716 0.3696281076 -0.0425826067
## TPM4|P67936 0.0532429047 0.1511945979 0.0839885499 0.3424794441
## TPP2|P29144 0.1017132275 0.4534914705 0.3021648578 -0.0306242223
## TPPP|O94811 -0.3978364705 -0.3030878096 -0.2562861343 0.0382219721
## TPPP3|Q9BW30 0.3814510048 0.3061892707 0.3106870846 0.1380596764
## TRAP1|Q12931 -0.2462265460 -0.3510831668 -0.5511066925 0.2787890140
## TRIM2|Q9C040 -0.0835229604 0.5872772556 0.1800430158 0.2364462735
## TRIM28|Q13263 0.0979692196 0.1003976763 0.1943590608 0.3529625351
## TRIM3|O75382 -0.3497454343 -0.0171467535 -0.0378186989 0.0472050680
## TRIM9|Q9C026-5 0.0325080089 -0.1227472805 0.2169056832 -0.1941781535
## TRIO|O75962 -0.2626493628 0.1630555916 0.2271101895 -0.4888369987
## TRIP11|Q15643 -0.1356341199 -0.3955630164 -0.3144084030 -0.0410896498
## TSG101|Q99816 0.4344156026 0.3360701981 0.4958095881 -0.1881269252
## TSN|Q15631 0.1527340870 0.1860144053 0.4153481925 -0.4503925512
## TST|Q16762 0.0291402850 0.3338355882 0.3909011881 -0.0795636010
## TTC7B|Q86TV6 -0.2624479870 -0.0343067412 -0.1368726097 0.0609489299
## TTLL12|Q14166 0.1185000045 -0.0421167085 0.0091813668 -0.4680692478
## TTYH1|Q9H313-3 -0.4229446152 -0.4008963042 -0.7665184647 0.1563599316
## TUBA1A|Q71U36 0.0303751582 0.1808461039 0.3100039201 0.0702477472
## TUBA4A|P68366 0.2310647223 0.7964818526 0.4388212300 0.4246869854
## TUBA8|Q9NY65 -0.0199215776 0.0800720549 0.3440303853 0.0056310975
## TUBB|P07437 0.4018017938 0.9171287040 0.6008102433 0.2757544375
## TUBB2A|Q13885 0.5698786996 0.8718656162 0.7439778728 0.1889986457
## TUBB2B|Q9BVA1 -0.3185447772 0.3477183356 0.0920039323 0.2628393377
## TUBB3|Q13509 0.4024171400 0.8447103775 0.4503587926 0.2105702802
## TUBB4A|P04350 0.4319033873 0.8709473323 0.4896025406 0.2631606473
## TUBB4B|P68371 0.4503092977 0.7627726362 0.5474662275 0.4985515704
## TUBB6|Q9BUF5 -0.3531896712 -0.0008116304 -0.2039710000 0.3917378135
## TUBG2|Q9NRH3 -0.3319837234 -0.0588359560 -0.1903832601 0.2058012517
## TUFM|P49411 -0.3596429884 -0.8392098197 -0.7776438961 -0.1899179106
## TWF1|Q12792-3 -0.0109683556 0.7838304300 0.3162480817 0.2359665385
## TXNL1|K7ER96 0.3774985690 0.6413290236 0.4472353419 -0.0906895725
## UBA1|P22314 0.5189182667 0.9232099870 0.5468729600 0.3136909433
## UBAP2L|Q14157-5 0.4365636072 -0.0012835846 0.5129906396 -0.5091524020
## UBE2K|P61086 0.3866933487 0.3744120549 0.1421859862 0.3040607925
## UBE2L3 0.1288265076 0.5225490374 0.2836644568 0.1073241265
## UBE2M|P61081 0.4572502337 0.4393578081 0.4863852110 0.0593082361
## UBE2N|P61088 0.0185388205 0.6946591846 0.0514705672 0.4842421200
## UBE2O|Q9C0C9 0.6465988010 0.4993558403 0.2127710983 0.3637508013
## UBE2V2|Q15819 -0.4277542971 -0.2447739208 -0.5665888901 0.2992565221
## UBQLN1|Q9UMX0 -0.1163965994 -0.0961379450 0.0035430415 0.0721953893
## UBXN6|Q9BZV1 0.2263243086 0.4035619889 -0.0231480863 0.6887235908
## UCHL1|P09936 0.5165338775 0.9476979236 0.7577143735 0.2670391847
## UCHL3|P15374 -0.1186405432 0.0421397500 -0.2658601592 0.6126869026
## UGP2|Q16851 -0.3944992811 -0.0538810891 0.0585878076 -0.0036111426
## UNC13A|F8W059 0.2783460212 -0.1720347331 0.2025600998 -0.3409353346
## UPF1|Q92900 0.3131169000 -0.0739317139 0.4634833119 -0.4970203375
## UQCR10|Q9UDW1 0.1572702124 -0.0190614867 -0.1737374475 0.1547082535
## UQCRC1|P31930 -0.6336175263 -0.6735241625 -0.8212578147 0.0748961797
## UQCRC2|P22695 -0.6978091676 -0.5596951939 -0.5876119450 0.0662381419
## UQCRFS1|P47985 -0.3463069005 -0.3248016465 -0.5489475678 0.2477847733
## UQCRHL -0.1437252580 -0.4086887324 -0.4342246043 0.4508665302
## UQCRQ|O14949 -0.4617189840 -0.5788433761 -0.5867465182 -0.0793345824
## USO1|O60763 0.1838830547 0.2107066760 0.4364676094 -0.1060272165
## USP14|P54578 0.1059054967 0.5113726232 0.4863430119 -0.0812052327
## USP5|P45974 0.7260375206 0.6612424782 0.8623526168 -0.0194140909
## USP9X|Q93008 -0.3247951504 -0.3245098470 -0.6577646857 0.0190825971
## VAC14|Q08AM6 -0.0712907757 0.1490132568 -0.1244278323 0.2001617605
## VAMP2|F8WCA0 0.1964832873 0.4660634348 0.2121675814 0.0846683308
## VAPA|Q9P0L0 -0.3217215961 -0.2851037819 0.0145619844 -0.3566245537
## VAPB|O95292 0.1799883932 -0.3757882497 0.0159040109 -0.6576694644
## VARS1 0.3552171574 0.1742392175 0.5383951871 -0.3845569198
## VAT1|Q99536 -0.0145372184 0.2322765907 -0.0586824732 0.0162663060
## VAT1L|Q9HCJ6 -0.0879199906 0.6741175616 0.0893854744 0.5472681088
## VCL|P18206 0.1618453425 0.2431355206 0.2903015865 0.0682166386
## VCP|P55072 0.2864089825 0.7460630322 0.4398046155 0.2489219596
## VCPIP1|Q96JH7 0.3958670956 0.6047049584 0.5476517757 -0.0088326973
## VDAC2|P45880 -0.3605228767 -0.7976975951 -0.7951049596 -0.0045801826
## VDAC3|Q9Y277-2 -0.6971847629 -0.8125023231 -0.7599431033 -0.0096182645
## VIM|P08670 0.4659642510 0.7332413351 0.6101224003 -0.1082193932
## VPS13A|Q96RL7 0.1328520201 -0.3894531579 -0.4439942694 0.1295308094
## VPS26A|O75436 -0.2037079828 -0.3114987794 -0.4057531957 0.1442175837
## VPS26B|Q4G0F5 -0.3943230002 -0.4081717093 -0.6954682935 0.1326238405
## VPS35|Q96QK1 0.2116390706 0.6889092386 0.1392544351 0.5283124962
## VPS50 0.1907784173 0.0418635610 -0.2316112475 0.4564598997
## VPS52|Q8N1B4 -0.0047049510 0.3898755040 0.4601124523 -0.3740852347
## VSNL1|P62760 0.0326154809 -0.3757132686 -0.4614812583 0.5613923016
## VTA1|A0A087WY55 -0.0331530423 0.2092280330 -0.0790352835 -0.0137701306
## WARS1 0.6316926328 0.0252865973 0.3752508507 -0.3536335865
## WASF1|Q92558 0.2059761635 0.0755588294 -0.3911037343 0.3803203888
## WASL|O00401 -0.0371863771 0.5268306991 0.2873292452 0.4846173664
## WDR1|O75083 0.3912082853 0.5774508965 0.4589711674 0.1564114680
## WDR13|Q9H1Z4 -0.1860796037 -0.0249978902 -0.0535879281 0.1091453698
## WDR37|Q9Y2I8 -0.3588673695 -0.4014550920 -0.4446981368 -0.1318553542
## WDR47|O94967 0.1979456701 -0.0492427998 0.0057990644 -0.2077753818
## WDR7|Q9Y4E6 0.1610794010 0.5545632936 0.4766181248 0.4220770685
## WDR91|A4D1P6 -0.0801905911 -0.2895132360 0.0178831287 -0.5621412723
## WIPF3|A6NGB9 -0.6334998624 -0.3598343756 -0.2194048877 -0.1809249912
## XPNPEP1|Q9NQW7-3 0.3019469679 0.5758577205 0.6077917088 -0.1581263007
## XPO1|O14980 -0.2273350974 -0.0919618414 -0.0171770787 -0.3098285321
## XPO7|E7ESC6 0.2689212328 0.1089377124 0.3114202788 -0.1564958316
## YARS1 0.2863714615 0.3422526075 0.1903865763 -0.0163334725
## YKT6|O15498 -0.1122322144 -0.1613049315 -0.2610721017 -0.1510311899
## YOD1|Q5VVQ6 -0.2029248431 -0.2849990349 -0.1086644161 0.0501662444
## YWHAB|P31946 -0.0469843273 0.6833068606 0.2956874025 0.2877523313
## YWHAE|P62258 0.4752687843 0.8813797580 0.4756487874 0.4442765749
## YWHAG|P61981 0.4124829519 0.5462159571 0.2542738432 0.4140742699
## YWHAH|Q04917 0.3142435414 0.6990714212 0.2588414967 0.3208888081
## YWHAQ|P27348 0.3719137545 0.5499400211 0.5035756859 0.2737451637
## YWHAZ|P63104 0.1417550259 0.6237027909 0.2217159419 0.3425607223
## ZC2HC1A|Q96GY0 -0.2919676531 -0.4831511083 -0.4347563871 0.0664504641
## ZC3H11A|O75152 -0.0755632719 0.2685247115 0.0005187686 0.0722107304
## kMEpink kMEmagenta kMEpurple kMEgreen
## AAK1|Q2M2I8 0.2877998424 0.2149059438 0.5016691314 -0.293331854
## AAK1|Q2M2I8.1 0.4751532113 0.8057600746 0.5259195349 -0.682961402
## ABAT|P80404 0.0296245522 -0.3549218123 0.2541923211 0.497280260
## ABHD12|Q8N2K0 -0.3662326354 -0.2080204120 -0.1357567560 0.410363119
## ABHD16A|O95870 -0.0512496173 -0.2784803950 -0.0341950877 0.499508253
## ABHD6|Q9BV23 -0.2181269362 -0.3188591793 -0.2563728775 0.173203324
## ABI1|Q8IZP0-9 -0.1338960826 -0.4096120882 -0.1795901490 0.471449387
## ABI2|Q9NYB9 0.3481468920 0.5552559721 0.3170173059 -0.624220838
## ABLIM1|O14639-6 0.0990328131 0.0101146027 0.3469134808 0.092977845
## ABLIM1|O14639-6.1 -0.3124549432 -0.2576576803 -0.0227119898 0.381815352
## ABLIM2|Q6H8Q1-9 -0.0869592063 0.4910023815 0.1233247639 -0.378718480
## ABR|Q12979 0.7197235679 0.7063939082 0.4355579755 -0.802904005
## ACAA1|P09110 -0.0133785311 -0.1508493562 -0.0540698596 0.312451621
## ACAA2|P42765 -0.1090784340 0.1871997568 0.2424489048 -0.370086398
## ACAD9|Q9H845 -0.1523130179 -0.4197735405 -0.0108186111 0.561479957
## ACADL 0.2437039186 -0.0775460937 -0.0367716946 -0.257535223
## ACADSB|P45954 -0.4896626404 -0.4776757290 -0.0043449486 0.719030532
## ACADVL|P49748 -0.1426312239 -0.6938505233 -0.6114449264 0.458992977
## ACAT1|P24752 -0.3014877909 -0.6151413028 0.0704824624 0.848443370
## ACAT2|Q9BWD1 0.1959704780 0.1948936416 0.1179828912 -0.252636298
## ACLY|P53396 0.2588145542 0.2717852219 -0.3001301714 -0.510597665
## ACO2|Q99798 0.0832343569 -0.2373531444 0.5145269697 0.473428008
## ACO2|Q99798.1 -0.2616362314 -0.5940054962 0.0450390525 0.789885026
## ACOT13|Q9NPJ3 0.0890208226 -0.2644741102 0.3247551686 0.330815013
## ACOT7|O00154 0.6015887940 0.5599690302 0.0560750124 -0.858339631
## ACOT9|Q9Y305 0.1869931358 -0.0211252893 0.2342590226 0.306023838
## ACOX1|Q15067-2 -0.4345124983 -0.1396175215 -0.3502599813 0.260526601
## ACSBG1|Q96GR2 0.7133165090 0.2256329004 -0.0248112855 -0.290554896
## ACSF2|Q96CM8 -0.3046842218 -0.6117532821 -0.1402172183 0.768149385
## ACSL1|P33121 -0.0522112233 0.1608447100 -0.0998000654 -0.119356766
## ACSL6|Q9UKU0-1 0.1654569112 -0.3025380703 -0.3457094416 -0.014806949
## ACTB|P60709 0.4170569976 -0.0426916379 -0.2916792266 -0.311498932
## ACTB|P60709.1 -0.1093038390 -0.0441470147 0.1369811238 0.151864637
## ACTN1|P12814-3 0.2978136704 0.3608326689 -0.0011336996 -0.680949292
## ACTN2|P35609 -0.0727860355 -0.1444868543 -0.5146984689 0.046282212
## ACTN4|O43707 0.2032645642 -0.1435378012 -0.1260035545 -0.090014705
## ACTR10|Q9NZ32 0.1287192476 0.0022986060 0.0373547952 -0.223777722
## ACTR1A|P61163 0.3704997622 0.3019754701 -0.0215152367 -0.726650128
## ACTR1B|P42025 0.3654940635 0.4646401018 0.0228120726 -0.589276298
## ACTR2|P61160-2 0.7911342147 0.2384993483 0.0490848572 -0.360926645
## ACTR3|P61158 0.4678857087 -0.0982754303 -0.1169843219 -0.087906042
## ACTR3B|Q9P1U1 -0.1560139433 0.4421010723 0.2923723240 -0.328303471
## ADAM22|Q9P0K1 -0.0676687100 -0.3027163702 0.0779990369 0.511501345
## ADAM23|E7EWD3 0.0606843807 -0.3731392595 -0.1627891609 0.461769380
## ADAP1|O75689 0.2410740555 0.5801854858 0.3670551049 -0.747835560
## ADCY5|O95622 -0.2384604531 -0.3793076364 0.3249563427 0.650883277
## ADD1|P35611-4 0.4248799706 0.4341092862 -0.1487883547 -0.730744635
## ADD2|P35612 0.1836985983 0.5238166511 0.0530686971 -0.703869444
## ADD3|Q9UEY8 -0.2013223942 0.0846563061 -0.1474842813 0.090948289
## ADGRL1 -0.1117294903 -0.4014641077 -0.1626524852 0.403362595
## ADH5|P11766 0.3547774725 0.3391862233 0.2653757373 -0.286954334
## ADK|P55263 0.4747030467 0.4585893895 -0.2556147256 -0.691515555
## ADO|Q96SZ5 -0.2595289954 0.3031360852 0.1015131744 -0.024143582
## AFG3L2|Q9Y4W6 -0.2946394602 -0.4795907000 0.0583523710 0.414941130
## AGAP2|F8VVT9 -0.4253062753 -0.5765531242 -0.0650121657 0.860403124
## AGAP3|Q96P47 0.2682099608 0.3483769638 0.3181927535 -0.271026236
## AGFG1|P52594 0.2542707489 0.8626041789 0.5243678904 -0.638829230
## AGK|Q53H12 -0.7190722063 -0.4703496611 -0.0402927789 0.686748342
## AHCYL1|O43865 0.4348132320 -0.3271616889 0.2062590846 0.180690981
## AHCYL2|Q96HN2-2 -0.1524342440 -0.1894740743 0.0771709034 0.177993037
## AHI1 0.0263951384 0.5820844190 0.0566843235 -0.668920267
## AH K|Q09666 -0.2685234406 -0.3245168908 -0.1722776923 0.171912632
## AH K2|Q8IVF2 0.3961213235 0.3755519798 0.0841958461 -0.426944355
## AHSA1|O95433 0.8534366428 0.4514165789 0.1056997024 -0.626362717
## AIFM1|O95831 0.1488078566 -0.2739881240 -0.0547648030 0.160777166
## AIMP1|Q12904 -0.1336656314 0.1306277320 0.0184993238 -0.168046964
## AK1|P00568 0.3066629467 0.0515626679 -0.1772100319 -0.364415573
## AK4|P27144 -0.3228711767 0.0663241133 -0.0310733913 0.091257690
## AK5|Q9Y6K8 0.2873011765 0.0841325474 -0.2262826454 -0.120588196
## AKAP5|P24588 -0.0155240714 0.4392837289 0.8255684600 -0.171532099
## AKR1A1|P14550 0.2706029696 0.1147375894 0.0953283027 0.158941462
## AKR1B1|P15121 -0.2832827032 -0.5243164412 -0.3253784856 0.564985685
## AKR1B1|P15121.1 0.3432709777 -0.1467993084 -0.2957849357 0.160352772
## ALB|P02768 0.3728613926 0.6893066678 0.0505421015 -0.887376936
## ALDH18A1|P54886 -0.0064103775 -0.1434670262 0.3799733905 0.396964375
## ALDH1A1|P00352 0.2035532531 0.0723592843 0.0107682881 -0.083892353
## ALDH1B1|P30837 -0.1829770606 -0.2085548591 0.0568137762 0.305427357
## ALDH1L1|O75891 0.7133006458 0.0246136616 0.1486616672 -0.157335335
## ALDH2|P05091 0.1985056494 -0.4192927186 -0.1193163976 0.504287541
## ALDH5A1|P51649 -0.1974629360 -0.0547557502 0.2484570790 0.368110359
## ALDH6A1|Q02252 -0.2884083341 -0.4496508863 -0.0676745871 0.665992515
## ALDH7A1|P49419-2 0.1266343114 0.2864391027 0.1498947594 -0.085954575
## ALDH9A1|P49189 -0.0596841913 0.2589155857 -0.1014125989 -0.235638932
## ALDOA|P04075 0.3193900033 0.3036850252 -0.1636462023 -0.629966615
## ALDOC|P09972 0.6447255895 0.0371828196 0.0403247037 -0.340675198
## ALG2|Q9H553 0.2427531184 -0.0049964412 -0.0758235505 -0.048345209
## ALYREF|E9PB61 0.1282496658 0.0788647891 -0.4168312117 -0.085498400
## AMPH|P49418 0.1967178127 0.7868128582 0.6935112061 -0.584668249
## ANK1|P16157-3 -0.0072214520 0.0519479801 0.1960942460 0.045664608
## ANK2|I6L894 0.1682056320 -0.3044269737 -0.0837954250 0.282379284
## ANK2|I6L894.1 -0.3213659985 -0.0591582382 0.2768974279 0.458450109
## ANKFY1|Q9P2R3 -0.3476430715 -0.3399878221 -0.2934042131 0.392605933
## ANKRD63 -0.2799184557 -0.0110827233 0.1850142386 -0.047569675
## ANKS1B|Q7Z6G8 0.1796648044 -0.0651377607 0.4281311083 0.250548812
## ANP32A|P39687 -0.0599436509 -0.1734984231 -0.1001379476 -0.075764336
## ANXA1|P04083 -0.4578719925 -0.1012892748 0.0438354425 0.075555666
## ANXA6|P08133 0.7537564083 0.1477595757 0.4669524840 -0.165587732
## ANXA7|P20073 -0.1145386712 -0.0605569012 0.3822838372 0.220710849
## AP1B1|Q10567 0.6051338796 -0.0327256364 0.1602278333 -0.010803835
## AP1B1|Q10567.1 0.2901532943 -0.3456997234 -0.1440723608 0.301070129
## AP1G1|O43747 0.0975672562 0.4708272468 0.1909524072 -0.196288069
## AP1M1|Q9BXS5 -0.1364909910 -0.2860515263 -0.4138092020 0.231375183
## AP2A1|O95782 0.1216425185 -0.0968903285 0.6366239311 0.296304385
## AP2A2|O94973 0.0474730416 -0.1866696177 0.4597413832 0.475296321
## AP2B1|P63010 0.2588463306 -0.0612577315 0.4233083200 0.187708035
## AP2M1|Q96CW1 -0.0197175058 -0.3061001627 0.2922195393 0.358812535
## AP2S1|M0R0N4 -0.2365828924 -0.4065269910 0.0627303953 0.385807759
## AP3B2|Q13367 0.4262522646 0.7722770121 0.4762302023 -0.809409876
## AP3D1|O14617-5 0.4558811220 0.4583713413 0.5971521001 -0.391519312
## AP3M2|P53677 0.3712227609 0.1446942825 -0.0116263021 -0.137088906
## AP3S1|Q92572 -0.0726850722 0.3761720856 0.4423438434 -0.260087672
## AP3S2|H0YLI7 -0.0461926433 -0.0167765240 0.0063865109 0.148939373
## APEH|P13798 -0.1040532156 0.0735056056 -0.2138691443 -0.321549728
## APMAP|Q9HDC9 -0.6982466354 -0.3692609200 -0.4279725425 0.480813331
## APOO|Q9BUR5 -0.3022035250 -0.3715357712 0.0588336790 0.312209039
## APPL1|Q9UKG1 0.1936517091 0.2167113961 -0.1951727654 -0.498381375
## ARAF|P10398 -0.2677726649 -0.1129536234 -0.2163572688 0.241104092
## ARF1 0.3343814197 0.4776363582 0.0114810544 -0.503337886
## ARF4|P18085 0.4665998400 0.1250435915 -0.3717310467 -0.302533396
## ARF5|P84085 -0.0383630975 0.1075141162 -0.1949258843 -0.397864990
## ARF6|P62330 0.3493064723 0.2250624739 0.4605897224 -0.073359610
## ARFGAP1|Q8N6T3-2 0.5065881678 0.7624184796 0.7106329500 -0.584315981
## ARFIP2|P53365 0.1500606291 0.3560585445 0.4366323837 -0.111515318
## ARHGAP1|Q07960 0.2561568732 0.6772068315 0.3717574913 -0.498299984
## ARHGAP32|A7KAX9 0.0547509514 0.1841344680 0.0086992705 -0.212978623
## ARHGAP35|Q9NRY4 0.5141091451 0.7362140165 0.0706235676 -0.684201272
## ARHGAP44|Q17R89 -0.3853531822 -0.2261666390 0.3167268684 0.555930831
## ARHGDIA|P52565 0.6020382474 0.3067848696 -0.1998373775 -0.621722009
## ARHGEF2|V9GYM8 -0.1901884470 -0.0132797522 -0.4419332909 -0.070320005
## ARHGEF7|Q14155-3 0.1471917462 0.6456191832 0.5209610970 -0.310947083
## ARL6IP5|O75915 -0.5244163306 0.0034773968 -0.0904727548 0.297170800
## ARL8A|Q96BM9 -0.0858870429 -0.1894886423 -0.1515993188 0.096583688
## ARMC10|Q8N2F6 0.1124567248 -0.2941985275 0.0386435809 0.312978821
## ARPC1A|Q92747 0.7478572760 0.5320391295 0.2426532057 -0.705142110
## ARPC2|O15144 0.7390364676 0.8077018964 0.3742043473 -0.902215777
## ARPC3|O15145 0.5819017334 0.4906254479 -0.0025204621 -0.796100329
## ARPC4|P59998 0.7859548031 0.7090676857 0.2430332718 -0.795212288
## ARPC5|O15511 0.2226648964 0.3928003705 0.1211506556 -0.159767768
## ARPC5L|Q9BPX5 0.0202038061 -0.1116313584 -0.1217103155 -0.120963297
## ARSB|P15848 -0.1678128444 0.1235047193 0.4382052784 -0.033426032
## ASAP1|Q9ULH1 -0.0986723443 0.4488405179 0.2202752840 -0.411438714
## ASRGL1|Q7L266 0.1002809137 0.2774060905 0.2907355593 -0.249719640
## ASS1|P00966 -0.1203982194 0.1625924583 0.2474497429 -0.021163249
## ASTN1|O14525-2 0.2427462337 0.1808469443 0.2231891340 -0.108209043
## ATAD1|Q8NBU5 0.1124212962 -0.3061360151 0.2302524526 0.346186549
## ATCAY|Q86WG3 0.4698492812 0.0118276957 0.0995700420 0.039713674
## ATL1|Q8WXF7 -0.3777204283 -0.2969677997 -0.4672945736 0.304037237
## ATP1A1|P05023 0.1045288395 -0.2231381167 0.5020802822 0.567616751
## ATP1A2|B1AKY9 0.4160278031 -0.0032376791 0.5036017706 0.314244395
## ATP1A3|P13637-3 0.0767832483 0.0537556766 0.3486186692 0.279893071
## ATP1A4 0.0394493387 0.0427003472 0.1199100878 -0.194451765
## ATP1B1|P05026 0.4834305741 0.3720260638 0.6478748699 -0.265307308
## ATP1B2|P14415 0.6367011468 0.3958432645 0.1788274355 -0.352211653
## ATP2A2|P16615 -0.5082395762 0.0622692546 -0.4289779571 -0.125276929
## ATP2B1|P20020-4 0.2651224750 0.2924383359 0.6454698808 -0.012719241
## ATP2B1|P20020-4.1 0.3183681925 0.0355818032 0.0022715129 0.005546589
## ATP2B2|Q01814 0.5634357841 -0.0511322753 0.5726616727 0.230012701
## ATP2B2|Q01814.1 -0.0131579206 -0.2763670564 -0.1343386288 0.177054602
## ATP2B3|Q16720-2 0.1811463703 -0.0938089553 0.5182550976 0.173213872
## ATP2B4|P23634-2 -0.0458639557 -0.4436789512 0.1558080101 0.564379985
## ATP5F1C -0.2923355727 -0.6351782759 0.0859497846 0.860841233
## ATP5ME -0.0757807765 0.0205455461 0.0096507587 -0.172191737
## ATP5MK -0.6416840687 -0.0406459650 0.3553214921 0.252108254
## ATP5PB 0.0147469316 -0.1812954897 0.0481116220 0.023606304
## ATP6V0A1|Q93050-1 0.5982244514 0.3067887112 0.6454510913 -0.316477233
## ATP6V0D1|F5GYQ1 0.7979441069 0.3183531175 0.6441284019 -0.270453822
## ATP6V1A|P38606 0.5625345131 0.2272366394 0.3992890968 -0.103412364
## ATP6V1B2|P21281 0.6458183739 0.4254484451 0.6349692900 -0.350054435
## ATP6V1C1|P21283 0.5006828887 0.3915867042 0.2627034424 -0.459323374
## ATP6V1D|Q9Y5K8 0.3084854045 0.2186700330 0.0907848379 -0.141451109
## ATP6V1E1|P36543 0.5071649645 0.1081447412 0.3093686952 -0.163095242
## ATP6V1H|Q9UI12-2 0.4402716239 0.3603817867 0.5822824324 -0.206153577
## ATP8A1|Q9Y2Q0 -0.2650809860 -0.1342482176 0.1300006391 0.529109016
## ATPAF1|I3L448 -0.2451909596 0.1302832739 -0.6044177536 -0.154073606
## ATXN10|Q9UBB4 0.0918957162 0.2850202937 -0.0012936143 -0.351710248
## AUH|Q13825 -0.3293692489 -0.5755547515 -0.0619432449 0.684005639
## AURKAIP1 -0.3266049063 -0.7012667808 -0.4401107015 0.731522071
## BAIAP2|Q9UQB8-4 -0.2173900546 0.3386901568 0.4984481609 0.069675171
## BASP1|P80723 -0.0679237555 0.1581623595 0.5960642391 0.063627776
## BCAN|Q96GW7 -0.4063137553 -0.2913500478 -0.4643852527 0.253137243
## BCAS1|H0Y542 0.2001241191 0.0651002430 0.2627850688 -0.132767409
## BCAS3|Q9H6U6-7 -0.1841367708 -0.0626629489 -0.0254037867 0.143670250
## BCAT1|P54687-5 0.5865068202 0.2382393020 -0.0051111486 -0.238698804
## BCKDHB|P21953 -0.4006047984 -0.3302307760 -0.0121026462 0.332490237
## BCR|P11274 -0.1099702726 -0.1284383767 0.2267703542 0.130912358
## BDH1|Q02338 -0.0127546398 -0.4362992385 0.3180806650 0.690771799
## BEGAIN|Q9BUH8 0.0124698709 0.3400689173 0.7019348307 -0.064374428
## BICD2|Q8TD16-2 -0.0246344750 0.0962706119 0.0367346448 -0.044469735
## BIN1|O00499 0.6336838144 0.7678844014 0.4327168692 -0.668685507
## BIRC6|Q9NR09 0.0302299051 0.6100140161 -0.1826677406 -0.675779993
## BLMH|Q13867 -0.1038371264 -0.3124738498 -0.2092801000 0.093368086
## BLVRA|P53004 0.5265902701 0.5100950172 0.3203488503 -0.641635387
## BPHL|Q86WA6 -0.1445852250 -0.2259969806 0.3545161592 0.285119904
## BPNT1|O95861 0.2470604897 -0.2551626443 -0.2503040228 0.145732995
## BRK1|Q8WUW1 -0.2354545418 -0.4223552201 -0.1810266222 0.263613854
## BRSK1|Q8TDC3 0.0073054112 -0.2487612339 0.3865723518 0.387032009
## BRSK2|Q8IWQ3-4 0.2602109707 0.5547549863 0.3219466613 -0.554935647
## BSG|P35613 0.6534550738 0.2154956470 0.4268405116 0.033283735
## BSN|Q9UPA5 0.1357746669 0.2350910437 0.7046508280 -0.074654779
## BTBD17|A6NE02 0.2513330015 -0.0169423858 -0.0621787953 -0.096803762
## C1QA|P02745 0.0583339356 -0.1408082377 0.0846616810 0.162652173
## C1QC|P02747 -0.4473982527 -0.7890794970 -0.6131540376 0.800118610
## C2CD2L|O14523 -0.1186587498 -0.1798936232 -0.3305314832 0.384799093
## C2CD4C|Q8TF44 0.2438634267 0.5187645909 0.2540303571 -0.268854474
## CAB39|Q9Y376 0.2209795817 0.2740780302 0.3226666680 -0.368565777
## CAC 1E|Q15878-3 -0.2132164442 -0.0326912198 0.2278157633 0.460832422
## CAC 2D1|P54289-3 0.2036886086 -0.1837555322 -0.2419794291 0.077032097
## CACNB4|H0Y476 0.1058159521 -0.2283334914 0.2079012748 0.356679406
## CACNG8|Q8WXS5 0.5492460016 0.0661357701 0.5585341971 0.031465758
## CADM2|Q8N3J6 0.5684050379 0.2747094205 0.1014495896 -0.386190594
## CADM3|Q8N126 0.5905705057 -0.0084889216 0.0383056639 -0.162019126
## CADM4|Q8NFZ8 0.3859020534 0.6736065574 0.2249422541 -0.574375495
## CALB2|P22676 0.4195150709 0.7965802830 0.1831001053 -0.903238211
## CALM1 -0.0826952984 0.3327840594 0.2008672657 -0.353295513
## CALR|P27797 0.3016778877 -0.1696513076 -0.1137981864 0.189875530
## CAMK1D|Q8IU85-2 0.4986952065 0.1670983372 0.1463351603 -0.137796681
## CAMK2A|Q9UQM7-2 -0.1867550445 0.5000867793 0.2328836962 -0.122917079
## CAMK2B|Q13554 0.0223132180 0.5886923112 0.1493562872 -0.307243462
## CAMK2G|A0A0A0MS52 -0.1319460383 -0.4611306998 -0.4743536839 0.470962558
## CAMK2G|A0A0A0MS52.1 -0.0736896230 0.3663516752 0.3955768206 -0.075101070
## CAMKK2|Q96RR4 -0.0427232548 0.2118249743 -0.2683711966 -0.441873580
## CAMKV|Q8NCB2 0.1842491892 -0.2530690166 0.6069135939 0.300555776
## CAND1|Q86VP6 0.3906820670 0.3787409188 0.0398935263 -0.694111355
## CANX|P27824 -0.2190060468 0.0327653736 -0.5668486819 -0.169932400
## CAP1|Q01518-2 0.4519171535 0.6134907489 0.2334108581 -0.817192328
## CAP2|P40123 0.0766995580 0.1938543147 -0.2469634285 -0.445999803
## CAPN1|P07384 -0.2515149533 -0.0018442976 -0.1309081495 -0.046311406
## CAPN2|P17655 0.4099269735 0.1252513798 -0.1316643027 -0.194653002
## CAPNS1|P04632 -0.1479753158 -0.2489487815 -0.4733999080 0.152776833
## CAPZA1|P52907 0.1550734074 -0.1321082306 0.5057537072 0.098259825
## CAPZA2|P47755 0.6094958051 0.2632235319 0.0954138453 -0.426147275
## CAPZB|B1AK88 0.6752090958 0.2884831598 0.1109625460 -0.479726304
## CASK|O14936-4 0.1761291874 0.0590525710 0.4477698052 0.052678038
## CASKIN1|Q8WXD9 -0.1919310033 0.1997340342 0.3876582925 0.104235397
## CAT|P04040 0.0855267072 -0.1605481997 0.0014271559 0.247477554
## CBARP -0.5556517214 -0.2009693798 -0.0790786234 0.196733897
## CBR1|P16152 0.1656240317 0.3612643096 0.2408190326 -0.510588876
## CBR4|Q8N4T8 0.0133582052 0.1953156628 0.0989546313 -0.070845784
## CCDC136|Q96JN2 0.0335360865 -0.2311612657 0.2539881150 0.332091127
## CCNY|Q8ND76 0.2363655606 0.0277112116 0.2959713120 0.093374654
## CCT2|P78371 0.6396632305 0.5934704502 0.4177411917 -0.588073462
## CCT3|P49368 0.4664334945 0.7373669618 -0.0057960769 -0.847579926
## CCT4|P50991 0.3924989362 0.5312799294 -0.0721488547 -0.636279169
## CCT5|P48643 0.6867175783 0.4082667892 0.2047160155 -0.656273202
## CCT6A|P40227 0.5355763988 0.0118313061 -0.2612616493 -0.067383498
## CCT7|Q99832 0.6325759444 0.3222653695 0.0034255636 -0.687569584
## CCT8|P50990 0.1829094387 0.6241243328 -0.1012465908 -0.747325612
## CD200|U3KQG5 0.1014516548 -0.0578927327 0.2481614392 0.372491982
## CD47|Q08722 -0.0087943955 0.1191953931 0.2726586638 0.009939482
## CDC37|Q16543 -0.0623418072 0.1907081822 -0.1320568421 -0.557699638
## CDC42|P60953-1 -0.3635925489 -0.0010607078 0.0077865707 0.117803926
## CDC42|P60953-1.1 -0.5356177148 -0.4498860779 -0.2348573692 0.608328248
## CDC42BPB|Q9Y5S2 0.6499244006 0.1961903831 0.3403054973 -0.156840539
## CDH2|P19022 -0.1570357782 0.2891002390 0.1718203338 -0.263764419
## CDK5|Q00535 0.2047233375 0.3729897879 0.0434133025 -0.596428999
## CDS2|O95674 -0.5793846231 -0.1700133236 0.0244040237 0.261457375
## CEND1|Q8N111 -0.2317301904 -0.4340287251 -0.2613408543 0.307576943
## CENPV|Q7Z7K6 -0.2756453230 0.0304562071 -0.4826031181 -0.166870952
## CEP170|Q5SW79 -0.1701251565 0.0375864950 0.3743007434 0.263004008
## CFL1|E9PK25 0.4891165747 0.6014358984 0.2475075138 -0.711397956
## CFL2|Q9Y281 -0.1538574329 -0.2415322606 0.0644306261 0.425070934
## CGNL1|Q0VF96 0.2451837247 -0.2427487346 0.0319928087 0.367424078
## CGREF1|Q99674 0.0712761258 0.1540630377 -0.0154098566 0.017504993
## CHCHD3|C9JRZ6 -0.1472428948 -0.2646171833 0.0023497895 0.166531545
## CHCHD6|Q9BRQ6 -0.4342905826 -0.5713860455 0.2024200315 0.611210208
## CHD3|Q12873 -0.3416501418 -0.0710995211 -0.4046255481 -0.231901213
## CHP1|Q99653 -0.2110241514 -0.3536117084 -0.1198284391 0.150657293
## CISD1|Q9NZ45 -0.3525028846 -0.6774740043 0.1525473204 0.789711642
## CIT|H7BYJ3 0.2735049205 0.1881624509 0.5381062277 -0.085619802
## CKAP5|Q14008 -0.3078325081 0.4409805056 -0.1904062702 -0.499021048
## CKB|P12277 0.6548591421 0.6489061098 0.1768397383 -0.839717737
## CLASP2|E7EW49 0.1013974345 0.6483146089 -0.0012210799 -0.646362291
## CLDN11|O75508 0.1978822648 0.2040488175 0.2591522012 -0.302113071
## CLIC4|Q9Y696 0.2565540668 0.2766183449 -0.1002536572 -0.481113839
## CLIP2|Q9UDT6 -0.3074236008 0.0265563773 -0.4018909545 0.032598800
## CLTA|P09496-3 0.1539859466 -0.1101816048 -0.1881145785 0.044926419
## CLTB|P09497 -0.3227122414 -0.2255284246 -0.0396172600 0.295145624
## CLTC|A0A087WVQ6 -0.1111616901 -0.2925187728 0.4033024105 0.492510527
## CLVS1|Q8IUQ0 -0.0390921051 0.4134308482 0.0567934293 -0.484780732
## CMAS|Q8NFW8 0.1132023816 0.4974239362 0.1970951419 -0.584088938
## CMPK1|P30085 0.2722974525 0.6354297683 0.0900897017 -0.784955185
## CNDP2|Q96KP4 0.1773091192 -0.2567932691 0.0010176444 0.226602223
## CNKSR2|Q8WXI2-5 0.0884659127 0.2900895740 0.0138355536 -0.415766561
## CNP|P09543 0.6472717806 0.5028590244 0.2180032655 -0.700124915
## CNRIP1|Q96F85 0.7683403208 0.2662644673 0.2575115377 -0.348052237
## CNTN1|Q12860 -0.1786047866 -0.3967660830 -0.1419694790 0.555003185
## CNTN4|Q8IWV2 0.1085554938 -0.2551928460 -0.1732096364 0.234935758
## CNT P1|P78357 0.0599689848 0.0776274995 -0.0355557895 -0.277687239
## CNT P2|Q9UHC6 0.4943514145 0.2274808363 0.5565449471 -0.300919569
## COMT|P21964 -0.0468502555 0.1839941798 -0.0038734609 -0.095603837
## COPA|P53621 0.0029759538 0.3674890192 -0.2889578752 -0.409452188
## COPG1|Q9Y678 0.1760101675 0.1840659597 -0.0800427929 0.034813922
## COPS2|P61201 -0.2821568171 -0.0966738401 -0.5590399008 0.027279555
## COPS3|Q9UNS2 0.3475964127 0.0118638402 0.2449116067 0.004214244
## COPS4|Q9BT78 0.4989118786 0.0006054464 0.1941624197 0.008713595
## COPS6|E7EM64 -0.1568133882 -0.0243080921 -0.3862466031 -0.092854646
## CORO1A|P31146 0.6144358357 0.3647412051 0.2969652941 -0.414290070
## CORO1B|Q9BR76 0.0091899026 0.2517371364 0.1229627292 -0.163892117
## CORO1C|Q9ULV4 0.3102551618 0.7578265010 0.2370539212 -0.725387981
## CORO2B|Q9UQ03 0.0700001867 0.3669596963 -0.0398224658 -0.400616913
## COTL1|Q14019 0.2308005489 -0.2359476570 0.0865512907 0.033499841
## COX4I1|P13073 0.1935992098 0.3846200317 -0.1407385965 -0.427590646
## COX5A|P20674 -0.1208547363 0.2187431052 -0.0648853497 -0.107056220
## COX6A1|P12074 -0.5037777009 -0.2485331511 -0.2734818302 0.280510801
## COX6C|P09669 0.1117753956 0.0760585787 0.0694551542 -0.407459919
## COX7A2|P14406 -0.3154128779 0.0285888166 0.1091308872 0.025474858
## CP|E9PFZ2 0.2608839005 0.2149590701 0.5867268623 -0.029054365
## CPE|P16870 -0.2815868307 -0.4252997584 0.2309322783 0.456601525
## CPLX1|O14810 0.3401451387 0.3157490305 -0.1326476083 -0.552028471
## CPLX2|Q6PUV4 0.3922507981 0.4982773120 0.6196408766 -0.547218484
## CPLX3|Q8WVH0 0.0113757778 0.0762699060 0.4520916593 0.358490571
## CPNE1|B0QZ18 0.2648843878 -0.0867786319 0.4879855447 0.228551843
## CPNE4|Q96A23 0.3821559354 0.1806719455 -0.0998887398 -0.056970016
## CPNE5|Q9HCH3 -0.2698669118 0.1532840198 0.2547835532 -0.201744346
## CPNE6|O95741 0.0055622679 -0.0255808340 0.2006495615 -0.056271081
## CPT2|P23786 -0.3172725105 -0.4060627710 -0.2685329951 0.438903060
## CRIP2|P52943 0.2696595003 0.5319448939 0.5948236156 -0.397204161
## CRMP1|Q14194-2 0.1800962549 -0.0312422337 0.3594061706 0.071153153
## CROCC|Q5TZA2 -0.4404831623 -0.2237867778 -0.0021219564 0.386927157
## CRYM|Q14894 0.4961397158 0.5068284045 0.3300323906 -0.682209880
## CS|O75390 0.1053486010 -0.5327289985 -0.3540715612 0.541774700
## CSDE1|O75534 0.4853940455 0.5924144920 0.4406775201 -0.424630586
## CSE1L|P55060 0.3026128830 0.5544002621 -0.0750122748 -0.698128969
## CSNK2A2|P19784 -0.6056837060 -0.3594110670 -0.4690807759 0.399680917
## CSPG5|O95196 -0.3168402254 -0.1661227591 -0.1348291877 0.026950119
## CSRP1|P21291 -0.4333284194 -0.0309732563 -0.3712217255 0.056725641
## CTBP1|Q13363 0.0220727283 -0.2302209799 0.5389329037 0.221984062
## CTN 1|P35221 0.1127350662 -0.1500596698 -0.0336370331 0.093021759
## CTN 2|P26232 0.4723478837 0.2442001349 0.8063104521 -0.107255725
## CTNNB1|P35222 -0.2252219424 -0.2003434864 0.5029669933 0.496504908
## CTNND2|Q9UQB3 0.2878674798 0.1931468107 0.5855178975 0.192256416
## CTSB|P07858 -0.4461296556 -0.5763727495 0.0246540030 0.755925064
## CTSD|P07339 -0.0024058461 -0.5122537742 -0.1546886283 0.499010819
## CTTN|Q14247 0.5111163607 0.7923846954 0.6364181480 -0.666138774
## CTTNBP2|Q8WZ74 0.4165693770 0.1006885211 0.3924367385 0.037157218
## CUL2|Q13617 0.2268540013 0.0256422416 0.1562594901 0.030215229
## CUL3|Q13618 -0.1507333727 -0.0065953424 0.0159246517 -0.052327548
## CUL5|Q93034 0.2848533907 -0.1843617353 -0.3066068221 0.022327950
## CYB5R1|Q9UHQ9 0.0624513720 -0.0355780846 0.1919249301 0.255488645
## CYB5R3|P00387 -0.2737024076 -0.5658371559 0.1333674420 0.656326360
## CYC1|P08574 -0.4089429058 -0.6043498206 -0.3710411059 0.381786715
## CYCS|C9JFR7 -0.1795004151 -0.0160943266 0.0391837903 0.232141594
## CYFIP1|Q7L576 -0.6020755623 -0.3431130862 -0.1556725355 0.402408575
## CYFIP2|Q96F07 0.0425239691 -0.0256610629 0.2953183890 0.178568071
## CYFIP2|Q96F07.1 -0.2069440879 -0.0544865039 -0.0409660519 0.330228174
## CYLD|Q9NQC7 0.1113510364 0.7343798432 0.4381254501 -0.566770272
## CYP46A1|H0Y3G0 -0.6582899115 0.1625722794 -0.2041278550 -0.004568329
## CYTH2|Q99418 0.0570491651 0.3527458405 0.1669444876 -0.503873158
## DAP3|P51398 -0.3704493153 -0.4462384212 -0.0227256993 0.696915330
## DBN1|Q16643-3 0.2906278307 0.6799622620 0.0256752925 -0.867667603
## DBNL|Q9UJU6 -0.2305840907 0.0748393722 -0.0107442739 0.029058891
## DBT|P11182 0.0060853189 -0.2281037401 -0.0045611962 0.139921587
## DCLK1|O15075 -0.4632500565 0.2015253752 -0.2751747237 0.018389374
## DCLK2|Q8N568-3 -0.3176724569 0.2999034796 0.1614053660 -0.392927055
## DCTN1|Q14203 0.5942102391 0.3973327607 0.3135552786 -0.261101961
## DCTN2|Q13561 -0.4244702312 -0.1725189030 -0.1703943707 0.275329203
## DCTN3|O75935 -0.1901848897 0.1427831240 0.3135165766 -0.159442863
## DCTN4|Q9UJW0 0.2831809063 0.7874958352 0.2491769179 -0.546068556
## DDAH1|O94760 0.2812437548 0.1044904394 0.0230801155 -0.357786459
## DDAH2|O95865 -0.4858563634 -0.5491651252 -0.3749894026 0.535841664
## DDB1|Q16531 -0.0209707266 -0.0234054212 -0.2535000028 -0.142607281
## DDOST|P39656 -0.6843247356 -0.5892956258 -0.4459032934 0.727931285
## DDX1|Q92499 0.0514782479 -0.3351899457 -0.2591096827 0.247501647
## DDX39B|Q13838 0.1186862360 0.3598116864 -0.3959465320 -0.632179200
## DDX5|P17844 -0.0136264865 0.3471723487 -0.3645104554 -0.473812169
## DDX6|P26196 -0.7675368331 -0.1332004252 -0.4344211916 0.250537707
## DECR1|Q16698 0.0596815450 -0.6051757166 -0.1468443289 0.646829279
## DGKB|Q9Y6T7 0.0301541070 0.4881755415 0.2228721225 -0.223906114
## DGKG|P49619 0.1909822954 0.4918497120 -0.0561734438 -0.445654532
## DGKZ|Q13574-3 0.0823863237 -0.5288965840 0.0535745100 0.540569016
## DHRS1|Q96LJ7 -0.5363119718 -0.6475078255 -0.2324350402 0.581203916
## DHX9|Q08211 0.1086518607 0.3524195789 -0.2592924217 -0.615041681
## DIRAS1|O95057 -0.0354304971 0.4260104253 0.1609502933 -0.264354416
## DIRAS2|Q96HU8 0.3248511551 0.6891750154 0.3464725158 -0.786260341
## DLAT|P10515 -0.2563980080 -0.4095546025 0.1407019389 0.706322288
## DLD|P09622 -0.1315072616 -0.4362536622 0.1891101930 0.585351853
## DLG1|Q12959-9 0.1910861578 -0.0809137152 0.6895680266 0.386124114
## DLG2|Q15700-2 0.4115406514 0.0916822154 0.7211222364 0.060769879
## DLG3|Q5JUW8 0.1878140923 0.1679733736 0.8384873740 0.015585641
## DLG4|P78352 0.4460692129 -0.0805258426 0.5838732039 0.254177396
## DLGAP1|O14490-7 -0.5480063712 0.0528680892 0.0732262119 0.073600460
## DLGAP1|O14490-7.1 0.2087115176 0.2760665068 0.8319581576 0.015156830
## DLGAP2|Q9P1A6 -0.0888699969 0.1387291204 0.4324799684 0.132193871
## DLGAP3|O95886 0.1299716241 0.4430876106 0.8729430592 -0.146661264
## DLGAP4|Q9Y2H0 0.5445425393 0.5471420457 0.5083014908 -0.338810430
## DLST|P36957 -0.0464015254 -0.3214652854 0.1389168319 0.613120420
## DMTN|Q08495 0.2210523238 0.6110595553 0.3073917685 -0.568650754
## DMXL2|Q8TDJ6 0.8220761987 0.4459231029 0.4588476250 -0.474875238
## D JA2|O60884 -0.0974854509 0.1896824404 -0.0262000986 -0.173885482
## D JA3|Q96EY1 0.1580843662 -0.0890774657 0.1051420131 0.291396559
## DJC5|Q9H3Z4 0.0314924055 0.1748983670 -0.3158058817 -0.168690339
## DJC6|O75061-2 0.7556299585 0.8199533252 0.5077816056 -0.698534301
## DNM1|Q05193-2 0.2864659379 -0.2302423248 0.0807162922 0.145835410
## DNM1|Q05193-2.1 0.4973553284 0.1074648959 0.5962095679 -0.116642270
## DNM1L|O00429-6 0.3529357245 0.7148643683 0.1858655295 -0.805372104
## DNM1L|O00429-6.1 -0.1057287779 0.0519168179 -0.3219677649 0.042195313
## DNM2|P50570 0.3457556568 0.3498277301 0.6156731347 -0.293226853
## DNM3|Q9UQ16-3 0.1051114700 -0.0086576748 0.3266123846 0.062365341
## DNPEP|E7ETB3 -0.5023877537 -0.2352706194 -0.4474515460 0.112337675
## DOCK3|Q8IZD9 -0.0396301412 0.2035602011 -0.0869104343 0.114741793
## DOCK7|Q96N67 -0.3091701679 0.0975375424 -0.1100403716 0.172328538
## DOCK9|Q9BZ29-5 0.0276989959 -0.1695662132 -0.0345227534 0.042468462
## DPP10|Q8N608-3 0.0650559910 -0.1128415570 -0.3361551934 0.131234555
## DPP6|P42658-2 -0.2752828288 -0.2075301306 0.1946150118 0.513809841
## DPYSL2|Q16555-2 0.6428966558 0.6981609919 0.4297434591 -0.659105748
## DPYSL2|Q16555-2.1 0.7398292705 0.5388414951 0.2833219309 -0.748312503
## DPYSL3|Q14195-2 0.4963476249 0.1373611881 0.4752622071 -0.088591918
## DPYSL4|O14531 0.5220180404 0.5484659272 0.4000374180 -0.670816868
## DPYSL5|Q9BPU6 0.8820783660 0.4949805507 0.4515688342 -0.524220143
## DSP|P15924 -0.4614591856 -0.5483345000 -0.7110937012 0.339488031
## DSTN|P60981 0.8026418263 0.3927098599 0.2031317568 -0.445487037
## DTD1|Q8TEA8 -0.0206980279 0.2980230169 0.1407916918 -0.211213112
## DYNC1H1|Q14204 0.5323043374 0.3251687065 -0.1085657432 -0.631938327
## DYNC1I1|O14576-2 0.2270190168 0.2195449381 0.2062116190 -0.261113555
## DYNC1LI1|Q9Y6G9 0.3170612996 0.3253256191 0.0147116745 -0.507531856
## DYNC1LI2|O43237 -0.1300462317 0.1778062183 0.3434704872 0.063886741
## DYNLL1|P63167 0.5363282901 0.3994581483 0.2774898070 -0.330564502
## DYNLL2|Q96FJ2 0.3206239654 0.0623027064 -0.0840500143 -0.281301284
## ECHS1|P30084 -0.0692087175 -0.5292100695 0.1642493596 0.616909505
## ECI1|P42126 -0.0491778463 -0.5097444595 -0.5213171807 0.358186701
## ECI2|A0A0C4DGA2 -0.0574550417 -0.0661038808 -0.0576681203 0.178830458
## EDC3|Q96F86 -0.1169800662 -0.0897078407 -0.3565419875 -0.120439591
## EEA1|Q15075 -0.2805094699 -0.2853515388 -0.2790612900 0.067862469
## EEF1A1|P68104 -0.1356382702 -0.5439844296 0.1248356418 0.685700571
## EEF1A2|Q05639 -0.0959933908 0.2735552038 -0.3028359499 -0.394181800
## EEF1D|E9PRY8 -0.3491194365 0.2741838475 -0.0945454847 -0.126317239
## EEF1G|P26641 -0.5204994637 0.0711591896 -0.5474053158 0.031167820
## EEF2|P13639 0.6380959523 0.6213860209 0.1138630347 -0.809371763
## EFHD2|Q96C19 0.2039223090 0.7897511603 0.3007515212 -0.677197141
## EFL1 -0.2378405106 0.0239821893 -0.0699601203 0.025764604
## EFR3B|Q9Y2G0 -0.0525548774 0.2307665922 -0.1662362529 -0.107851917
## EHD1|A0A024R571 -0.4313673688 -0.4920964760 -0.0473925707 0.604734854
## EHD3|Q9NZN3 0.5460567787 0.2965127004 0.6057134833 -0.054318499
## EIF2S1|P05198 -0.0765889268 0.3420150004 0.1294447154 -0.472439383
## EIF2S3|P41091 0.0041403240 0.1908666635 -0.3558861504 -0.378968505
## EIF3A|Q14152 0.1730951087 0.4964580741 0.0024958453 -0.671553392
## EIF3D|O15371 -0.1046672468 -0.0249155959 -0.1370333893 -0.088695707
## EIF3F|O00303 -0.0594915075 -0.3155627484 -0.4521448731 0.007174527
## EIF4A1|P60842 0.0116584290 0.2337205589 -0.2917195908 -0.516626373
## EIF4B|P23588 0.1794617789 0.8248818928 0.0664694797 -0.789739866
## EIF4E|D6RBW1 -0.1398639855 0.2511346256 0.4261178435 -0.073306815
## EIF4G1|Q04637-9 0.1669727868 -0.1577918951 -0.4280599391 -0.303466586
## EIF6|P56537 -0.1095782532 0.0499582314 -0.6206433497 -0.292098008
## ELAVL1|Q15717 -0.5050904950 -0.3351922971 -0.2153668783 0.522601179
## ELAVL2|A0A0A0MRX1 -0.2008700319 0.1054198508 -0.1980200697 0.039035019
## ELFN2|Q5R3F8 0.1026156355 0.1072343659 0.5365032071 0.102205325
## ELMO2|Q5JVZ5 0.3458911715 0.4249728429 0.3298078178 -0.328613815
## EMC1|Q8N766 -0.0320146419 -0.4962540563 -0.5567649655 0.180614332
## ENDOD1|O94919 0.4262000991 0.4621659369 0.0262333735 -0.618421336
## ENO1|P06733 0.2889753979 0.1401121104 0.0590889328 -0.332026686
## ENO2|P09104 -0.0544796915 -0.1372453048 -0.2686764340 0.071957919
## EPB41L1|A0A0C4DH22 0.3064366394 0.8210858679 0.5011149447 -0.638839653
## EPB41L2|O43491-4 0.2012550803 0.2885205399 0.5417879994 -0.183841242
## EPB41L3|Q9Y2J2-4 -0.3838515221 0.5096758382 0.1341719768 -0.395649484
## EPB41L3|Q9Y2J2-4.1 -0.1806808990 0.2442040504 0.4357201302 -0.113023950
## EPHA4|P54764 0.0742348019 -0.2679168574 0.1758566334 0.329126295
## EPM2AIP1|Q7L775 -0.2640622041 -0.0970966483 -0.0257236727 -0.127744387
## EPN1|Q9Y6I3 0.2142443605 0.4649685330 0.2555902829 -0.128142868
## EPS15L1|Q9UBC2-2 0.3268709105 0.8493366558 0.3555567946 -0.764608246
## ERC2|O15083 0.4344678203 0.5512330866 0.5667315083 -0.188127252
## ERGIC1|Q969X5 -0.1779459618 0.1552082089 0.3374223915 -0.190382762
## ERLIN2|O94905 -0.1769325997 -0.2387811933 -0.1433374823 0.334324082
## ERP44|Q9BS26 -0.1119457718 0.1096091106 -0.1334099207 -0.359493929
## ESD|P10768 0.4929185059 0.0622239096 0.0850062752 -0.194120540
## ETF1|P62495 0.0014888639 -0.2645669480 0.2593597347 0.468538996
## ETFA|P13804 0.0263695178 -0.0256087903 0.0991061991 0.018043253
## ETFB|P38117 0.1142155804 0.0676833462 0.0120911458 -0.002319200
## ETFDH|Q16134 -0.0762857427 -0.4505368325 -0.3025599008 0.314711074
## EWSR1|B0QYK0 -0.8469388478 -0.5480211485 -0.4183963561 0.616314544
## EZR|P15311 -0.0084665933 -0.0104271657 -0.2227235676 -0.044977015
## FABP5|Q01469 -0.5794079088 -0.4083074529 -0.4954595252 0.263918148
## FABP7|O15540 -0.0147218211 0.2528009617 0.1347113680 -0.219092560
## FAHD1|Q6P587 -0.1527723419 -0.4221754034 0.1290531149 0.603570484
## FAHD2A|Q96GK7 0.0834802118 -0.3623982995 -0.2337767616 0.237971125
## FAM162A|F8W7Q4 0.1861727266 -0.2687555036 -0.1776502377 0.017929127
## FAM171A2|A8MVW0 0.1119507353 -0.2684425487 0.3270132590 0.239562619
## FARP1|Q9Y4F1 0.3729444924 0.2804281953 0.4968713194 -0.199444405
## FARSA|K7ER00 -0.3305171875 -0.3344661199 -0.2407594558 0.290557137
## FARSB|Q9NSD9 0.0856857330 -0.3414645024 -0.3696591965 -0.019904359
## FASN|P49327 0.5243476121 0.5844981862 0.3138295638 -0.756614040
## FAU|P62861 -0.5501097899 -0.8054109819 -0.6433528249 0.588790881
## FBL|P22087 0.0665225687 0.2959569527 -0.3799246580 -0.522941672
## FBXL16|Q8N461 0.4138542582 0.3755942359 -0.0473817834 -0.671419064
## FBXO2|Q9UK22 -0.5507872932 -0.6366350961 -0.4204318309 0.403606397
## FBXO41|Q8TF61 -0.3615282062 -0.3533360114 0.0007016375 0.663658466
## FECH|P22830-2 -0.6953655070 -0.2720992401 -0.0600615219 0.442262393
## FGF12|P61328 0.0391962802 -0.2547795218 0.1582623995 0.260458991
## FIS1|Q9Y3D6 0.0172823998 0.5664422697 0.4644652145 -0.350914350
## FKBP1A|Q5W0X3 0.1523195541 0.4482939540 -0.2918266150 -0.577091371
## FKBP8|Q14318-2 -0.5654745618 0.0638348322 -0.1456701091 0.105185772
## FLOT1|O75955 0.1872243545 -0.1359786643 0.5727227805 0.379604121
## FLOT2|Q14254 -0.2451777672 -0.3059317552 0.1478785595 0.658723972
## FN3KRP|Q9HA64 0.0823252310 0.3775975286 0.5710039654 -0.131422349
## FSCN1|Q16658 0.2070366604 0.3386759598 -0.3937018900 -0.574262636
## FSD1|Q9BTV5 0.0013078770 -0.1707356763 -0.2819612895 -0.151732038
## FUNDC2|Q9BWH2 -0.1683431469 -0.5350867800 -0.1220495737 0.706004086
## FUS|P35637 -0.3765296226 0.3844768773 -0.0329555473 -0.251889052
## FXYD6|Q9H0Q3 -0.0884442558 0.2158972427 0.1360841395 -0.119893100
## FXYD7|K7ENE8 -0.1454153275 0.0895936750 -0.1380673915 -0.212340269
## FYN|P06241 -0.1019965178 -0.2727395838 0.0162801412 0.261360869
## GABARAPL2|P60520 -0.0543328408 -0.1550057487 0.1886361175 0.051667494
## GABBR1|Q9UBS5 -0.0061182026 -0.1565344971 0.1339384766 0.231883565
## GABBR2|O75899 -0.3571432741 -0.3245546759 -0.0015126740 0.450926030
## GABRA1|P14867 -0.0390074367 0.1871012215 0.3742831969 -0.073863369
## GABRA2|E9PBQ7 -0.4018383284 -0.1989658449 -0.2019428809 0.161999419
## GABRB1|P18505 -0.0110689387 -0.5598718151 -0.0768559753 0.581832071
## GABRB2|P47870-1 0.5318733257 0.1924313894 0.4867777415 -0.330801068
## GABRB3|P28472-2 0.3494231393 0.0350660363 0.5573549482 0.200153474
## GABRG2|P18507 0.3023069590 -0.0194548701 0.4960777902 0.266179926
## GAD1|Q99259 0.0099377211 0.2212732055 -0.1685590715 -0.574538868
## GAD2|Q05329 0.1256951730 -0.1310764785 0.4113714224 0.268626348
## GA B|Q14697 -0.3011037528 -0.5772820994 -0.3084266303 0.527955370
## GAP43|P17677 0.2034219709 -0.0662581862 0.2369700762 -0.157432213
## GAPDH|P04406 0.6941711505 0.3307180599 0.3262244038 -0.510595443
## GAPVD1|Q14C86-6 -0.0645987100 0.2271490302 0.0793340873 0.168137064
## GCDH|Q92947 -0.2956323326 -0.6234318240 -0.4133037727 0.674166943
## GCN1 0.0723093473 0.4136062010 0.0138125312 -0.357688380
## GDA|Q9Y2T3 0.6121381473 0.4499967263 0.0256345787 -0.555393599
## GDAP1|Q8TB36 0.0908419457 -0.2297005518 0.3565287279 0.388528928
## GDAP1L1|Q96MZ0 -0.1311939330 -0.2303797615 0.3036317230 0.550204880
## GDI1|P31150 0.7615095603 0.5105234107 0.1804647299 -0.713595707
## GDI2|P50395 0.5497945856 0.5512288127 0.0994037289 -0.802154969
## GDPD1|Q8N9F7 -0.3356297972 0.1160669138 0.2565418158 0.108027050
## GFAP|P14136 0.2414846019 0.3315053353 -0.3278103937 -0.602279036
## GGCT|O75223 0.0548215251 -0.4264164485 -0.3834802146 0.138776342
## GGT7|Q9UJ14 0.4530014241 0.3263561629 0.1193747000 -0.211113698
## GIT1|Q9Y2X7-3 0.1622302104 0.4575321702 0.5237316100 -0.257682150
## GJA1|P17302 -0.4871618574 0.1016325881 -0.2070098776 -0.060330979
## GK3P -0.2171423060 0.0121598389 0.2765490982 0.303234582
## GLIPR2|Q9H4G4 0.0594965327 0.1420478376 -0.1154858411 -0.033041006
## GLO1|Q04760 -0.0533021910 0.3923825888 -0.0732257422 -0.397818403
## GLOD4|Q9HC38-2 0.0686635286 0.0924134488 0.0644093115 -0.223743197
## GLRX|P35754 -0.0477415368 -0.2772099654 0.0125719761 0.262300670
## GLRX3|O76003 0.1391046371 0.2096670649 0.5066026170 -0.044197633
## GLRX5|Q86SX6 -0.4253298750 -0.1902089180 -0.6420269104 -0.035712339
## GLS|O94925 -0.2575279668 -0.3228015439 0.0857273770 0.587303472
## GLUL|P15104 0.4743765219 0.2919587845 0.0476839909 -0.377741333
## GMFB|P60983 0.0850183280 0.3765694707 0.2852245849 -0.376970951
## GMPS|P49915 0.0944915060 0.3113152285 0.3505701854 -0.121424937
## G11|P29992 -0.0405191294 -0.4811005981 0.1771583730 0.570229300
## G13|Q14344 0.3678175840 -0.0976629742 -0.0239940265 -0.047594049
## G I1|P63096 0.0014534190 -0.1560708622 0.2853157124 0.398689092
## G I2|P04899 -0.1760455070 -0.4752049455 0.0528337817 0.644951191
## G I3|P08754 -0.4719194678 -0.5317734464 -0.1294169098 0.624765434
## G L|P38405 0.0691051756 0.4166185555 0.0692701180 -0.203195221
## GS|P63092 -0.1344813334 -0.3602486248 0.2165073357 0.565917182
## GZ|P19086 -0.0712594786 -0.3787879316 0.1665378036 0.584993140
## GNB1|B3KVK2 0.0379640572 -0.2595653408 0.5836837742 0.457392970
## GNB2|P62879-2 -0.1386058762 -0.4717259492 0.2200077025 0.565891169
## GNB5|O14775 0.3166082912 -0.1503731267 0.6370395178 0.219952822
## GNG12|Q9UBI6 -0.5160775682 -0.3575202933 -0.4294110390 0.312638595
## GNG2|P59768 -0.5566737841 -0.2785720135 -0.4769139905 0.169091122
## GNG3|P63215 -0.0422524454 -0.3135856845 0.5041276391 0.561769984
## GNG4|P50150 -0.1973410179 -0.0975183669 0.2362300639 0.496833124
## GNG7|O60262 -0.1197059470 -0.1919537597 -0.2538734798 0.113406691
## GNL1|P36915 -0.1112000795 0.1370106990 -0.2021777917 -0.087128342
## GOT1|P17174 0.6954933980 0.5114436672 0.0527728395 -0.781012573
## GOT2|P00505 0.0391736420 -0.0108806900 -0.3217786548 -0.289771737
## GPD1|P21695 0.5211631365 0.2619964550 -0.0384043463 -0.453455801
## GPD1L|Q8N335 0.3601907553 0.3175832859 -0.0304707481 -0.468616079
## GPD2|P43304 -0.2603539038 -0.5837826660 -0.2439830268 0.760376767
## GPHN|Q9NQX3 0.6406146277 0.4602149781 0.5053553590 -0.544071661
## GPM6A|P51674 -0.3235138308 -0.6002359412 -0.4049448968 0.452421274
## GPM6B|Q13491-4 -0.4516676333 -0.2062024259 -0.2464843793 0.168594909
## GPR158|Q5T848 -0.0905921679 0.0463260516 0.4859788221 0.285736938
## GPRIN1|Q7Z2K8 -0.1726632675 0.0347803255 0.4811951254 0.258163183
## GPS1|Q13098-7 0.2924114139 0.5215427924 0.0237148500 -0.674021534
## GPX4|A0A087WT12 -0.4949644632 -0.1052405224 -0.1993047360 0.078481273
## GRB2|P62993 -0.1098820030 0.2822609965 0.2743163459 -0.151125873
## GRHPR|Q9UBQ7 0.0643513362 -0.0719083597 -0.4930786736 -0.260637581
## GRIA1|P42261 0.2405490036 -0.0961161577 0.3409940829 0.474139294
## GRIA3|P42263 0.2696606490 0.1531458821 0.6946595776 0.151354303
## GRIA3|P42263.1 0.2019639781 -0.0785177398 0.3146320066 0.173254637
## GRIN1|Q05586-5 0.1424807054 -0.2976959412 0.4090610381 0.395357384
## GRIN2A|Q12879 0.1877763389 -0.2914780555 0.4782820916 0.516555408
## GRIN2B|Q13224 0.2190165743 -0.0571730841 0.5854027010 0.387710674
## GRM1|Q13255 0.0120857639 -0.3620163444 -0.1662524532 0.176169635
## GRM2|Q14416 0.0010869674 -0.2544091721 0.2175831158 0.277392983
## GRM3|Q14832 -0.3225255532 -0.2003190151 0.2941703708 0.553952919
## GRM5|P41594 -0.0749439801 -0.0911783116 0.3583148097 0.366089651
## GSK3A|P49840 -0.0362575775 0.1864633103 -0.1276932334 -0.266324492
## GSK3B|P49841-2 -0.6572492662 -0.3855239946 -0.2497638180 0.486749228
## GSN|P06396-3 -0.5251088949 -0.5431543998 -0.2629834870 0.492297888
## GSPT1|P15170-3 -0.1995464282 -0.0380013515 0.2289981993 0.488925662
## GSTM3|P21266 -0.2990409508 0.0051370233 -0.0198847469 0.204396849
## GSTP1|P09211 -0.2569826890 -0.3185327158 -0.5491462497 0.015608649
## GSTZ1|A0A0C4DFM0 0.5447264722 0.0334266786 0.0273306277 0.098489367
## GTPBP1|O00178 -0.2999192247 -0.3976304789 -0.5454395456 0.174204678
## GUCY1B1 0.3188655139 0.2206642211 0.2316369487 -0.170240238
## H2AX 0.0627206291 0.4290675887 -0.1919382869 -0.602441355
## HACD3 -0.6886435964 -0.0651582869 -0.2571383189 0.242047864
## HADH|Q16836 0.0535259809 0.3240202855 0.4004726880 -0.271954685
## HADHA|P40939 -0.0916472507 -0.5784182541 -0.0425200190 0.759893107
## HADHB|P55084 -0.0925229927 -0.4168075706 0.1357916566 0.575522128
## HCN1|O60741 0.1822109793 0.1024282544 0.1875806501 -0.025783598
## HDGFL3 -0.4860966146 -0.2640808974 -0.5848919253 0.021267135
## HDHD2|Q9H0R4 0.2740730736 0.3401638468 -0.2572958971 -0.563632863
## HDLBP|A0A024R4E5 -0.1784346320 -0.5333376351 -0.5489613090 0.613387794
## HEBP1|Q9NRV9 0.1122431721 0.3735588114 0.3007014189 -0.340192326
## HECTD4|F8VWT9 0.3768824530 0.2255909289 -0.0468006897 -0.412801819
## HEXB|P07686 0.3701995376 0.0416012527 0.1841331815 0.072279819
## HGS|O14964 -0.1688512196 -0.3509727125 -0.3849028313 0.415481295
## HIBCH|Q6NVY1 -0.0874698622 -0.3546208673 0.2954385018 0.503824940
## HINT1|P49773 0.6688572215 0.3506155496 0.1743352200 -0.633071861
## HINT2|Q9BX68 -0.2517336818 0.0016642739 0.2502582445 0.236651350
## HINT3|Q9NQE9 0.3706797064 0.1877989905 0.6525456108 -0.169046769
## HK1|P19367 -0.1936266026 -0.5572794247 0.2255514175 0.772089473
## HNRNPA0|Q13151 -0.0175480223 0.2077281950 -0.3838787440 -0.390372061
## HNRNPA1|P09651-2 -0.2065458086 0.1055477364 -0.4825690385 -0.306871905
## HNRNPA2B1|P22626 0.2682703627 0.3369890975 -0.2188959406 -0.594801848
## HNRNPA3|P51991 0.1369730136 0.2658563656 -0.4416302766 -0.507422900
## HNRNPAB|Q99729-3 -0.2642072534 0.1158647932 -0.2479634276 -0.111686802
## HNRNPC|P07910-2 0.1792760559 0.3203815227 -0.0448083675 -0.354250991
## HNRNPD|Q14103-3 0.0405467254 -0.2399120421 -0.2170562828 0.369487466
## HNRNPDL|O14979 0.1460733390 0.0960620865 -0.4091531434 -0.119676792
## HNRNPH1|P31943 0.1223139808 0.3175471148 -0.4691309848 -0.501395514
## HNRNPK|P61978-2 0.1789247838 0.3706292328 -0.2587694842 -0.497224696
## HNRNPL|P14866 0.4594013026 0.5872121971 0.1264760396 -0.540950464
## HNRNPM|P52272 0.0928123145 -0.0941037158 -0.0397340339 -0.170512221
## HNRNPR|O43390 0.1634681442 0.3843508917 -0.2945538424 -0.518676562
## HNRNPU|Q00839 0.0296847849 0.2921440969 -0.4305367208 -0.476580143
## HNRNPUL1|Q9BUJ2 0.3355542252 0.0119848483 0.2946274987 0.091445957
## HOMER1|Q86YM7 0.5137409691 0.6888347942 0.8252114131 -0.534344829
## HP1BP3|Q5SSJ5 -0.2056652858 0.3468005389 -0.1928526424 -0.230140606
## HPCA|P84074 -0.0639320164 -0.2165476699 0.4228951805 0.499205178
## HPCAL1|P37235 -0.0563928770 -0.3065589556 -0.0330262937 0.359130455
## HPCAL4|Q9UM19 0.0656646172 -0.1938937881 0.2515461987 0.193010780
## HPRT1|P00492 0.4647826459 0.3403170618 -0.0666319592 -0.698549884
## HRAS|P01112 -0.2135213871 -0.4857541501 -0.0736890952 0.626743505
## HSD17B10|Q99714 0.0848566860 -0.4115342326 -0.1101307366 0.330506183
## HSD17B12|Q53GQ0 -0.5709516836 -0.6177608691 -0.2711407019 0.707739481
## HSD17B4|P51659 -0.3264854366 -0.4126257531 0.1000434420 0.335566190
## HSDL1|Q3SXM5 -0.1377486132 -0.2722693191 0.0901835993 0.466347107
## HSP90AA1|P07900 0.6706776051 0.4981554952 0.0465163325 -0.781973546
## HSP90AB1|P08238 0.6334347937 0.6702601690 0.1725162223 -0.859833991
## HSP90B1|P14625 -0.4528265762 -0.6443912642 -0.2410181889 0.820492035
## HSPA12A|O43301 0.2088274856 0.4679450057 0.2852730415 -0.706115466
## HSPA1A -0.1417076299 -0.1914265860 -0.1093788399 0.185767558
## HSPA4|P34932 0.6247164954 0.6868870947 0.2088629531 -0.815621739
## HSPA4L|O95757 0.6308314035 0.5894263336 0.1176482507 -0.651325469
## HSPA5|P11021 -0.0647215214 -0.0201266060 -0.4249206010 -0.089606731
## HSPA8|P11142 0.0241858409 0.3672381638 0.6705920288 -0.053781395
## HSPA9|P38646 -0.4156016171 -0.5870895282 -0.0869321237 0.884354082
## HSPB1|P04792 -0.3080371099 -0.1641338912 -0.0847724644 0.123005306
## HSPB1|P04792.1 -0.4868715010 -0.2295562880 -0.1069846964 0.235930704
## HSPE1|P61604 0.4747688313 0.2808721611 0.3445462429 -0.172819641
## HSPH1|Q92598 0.6875555887 0.7422791931 0.3046860756 -0.841643966
## IARS2|Q9NSE4 -0.2559913097 -0.5347079241 0.0709133067 0.708720277
## ICAM5|Q9UMF0 -0.2329506086 -0.6789319686 -0.1042012796 0.781016982
## IDH1|O75874 0.4767028370 0.2748190311 0.0389124881 -0.447302594
## IDH2|P48735 0.1873484049 -0.1132078803 0.1949430216 0.164958250
## IDH3A|P50213 -0.3519458934 -0.4505740754 0.1519317685 0.638118585
## IDH3B|O43837 -0.2613456101 -0.5318772852 -0.0023574209 0.715036983
## IDH3G|P51553 -0.1236261276 -0.4379486533 0.2463150933 0.674530162
## IGSF8|Q969P0 0.2729284782 -0.0150561401 0.4279008832 0.123902125
## ILF2|Q12905 0.2466362267 0.3855680760 -0.2791351505 -0.673651541
## IMMT|Q16891-4 -0.3652855020 -0.6758440587 0.0965828775 0.907387794
## IMMT|Q16891-4.1 0.1421960098 -0.0273044454 0.4079284522 0.051590509
## IMPA1|P29218 0.3299299378 0.1882806301 0.4790161825 -0.165494245
## IMPACT|Q9P2X3 0.0497735912 0.5153818309 0.1811626601 -0.607506698
## I|Q16352 -0.1159412697 0.2841920906 -0.4552885067 -0.481006781
## I|Q16352.1 -0.0801808461 0.3409377805 -0.3624467175 -0.550323395
## INPP1|P49441 0.3451530638 -0.0193721868 0.1511005389 -0.090123419
## INPP4A|Q96PE3 0.4703543664 0.4750711862 0.0936986123 -0.673567678
## IPO11|Q9UI26 0.5341678491 0.5926320356 0.2210450730 -0.719025433
## IPO7|O95373 0.3898059922 0.2789670284 -0.0741581241 -0.693436544
## IQGAP2|Q13576 0.0354952376 -0.2421287164 -0.3678894180 0.074744905
## IQSEC1|Q6DN90 -0.0373951868 0.2642689483 0.2047927437 0.217642351
## IQSEC2|Q5JU85-2 0.2858348812 -0.0892487827 0.3664496385 0.221521645
## ISOC2|Q96AB3 -0.0541214108 -0.3265285584 -0.1626665070 0.346172349
## IST1|P53990 -0.0170139825 -0.0893244807 0.3617076204 0.132759054
## ITPA|Q9BY32 0.0689907805 -0.1315912540 -0.3453669352 -0.169224889
## ITPKA|P23677 0.3597608268 0.3219270797 -0.0503148978 -0.474269202
## ITPR1|Q14643 0.1684717476 -0.5629037696 -0.4423970620 0.535287840
## ITSN1|Q15811 0.4630343555 0.5025486323 0.5842018227 -0.337328336
## IVD|P26440 0.2273869694 -0.2033237888 0.3662129410 0.236588494
## JAM3|Q9BX67 -0.4699085185 -0.0427095735 -0.0937307794 0.148014019
## JUP|P14923 -0.4183524106 -0.4724506198 -0.4642238075 0.419068397
## KALRN|H7BXZ5 0.3422485807 0.0996968722 0.2424145497 0.041609024
## KARS1 -0.1508373184 0.1874844316 0.2757524352 -0.151291429
## KBTBD11|O94819 -0.0094165515 -0.0982631452 -0.4796951385 -0.228326091
## KC 1|Q09470 0.4180231304 0.1024952217 -0.1253240547 -0.303156305
## KC 2|P16389 0.1801368968 0.3396309475 -0.0044370049 -0.392058533
## KC B2|Q13303 0.3863087405 0.1641380442 -0.0719858234 -0.323209249
## KCND2|Q9NZV8 0.1286374827 -0.1899422931 -0.2122874281 0.080820756
## KCNMA1|Q5SVJ7 0.2862998525 -0.1727758246 0.3975422453 0.367809540
## KCTD12|Q96CX2 0.5227426020 0.6375191634 0.6721057208 -0.398373490
## KCTD16|Q68DU8 0.0219290470 0.5017174950 0.4279387386 -0.310108150
## KHDRBS1|Q07666 0.2267010885 0.2162532464 -0.0371455830 -0.527910936
## KHSRP|Q92945 0.1049229614 -0.1020327576 -0.1086578502 0.312499426
## KIAA1217|Q5T5P2-2 0.0077811977 0.1788654700 0.5382317456 -0.136509503
## KIF1A|Q12756-2 -0.3891913944 -0.1920067068 -0.2154594459 0.275652246
## KIF21A|Q7Z4S6 0.2148876469 -0.0451731760 0.5045610889 0.327918944
## KIF2A|O00139-4 -0.0069933721 -0.0398971605 0.3948430091 0.372936975
## KLC1|G3V3H3 -0.1562145924 0.0187677183 0.0434556701 -0.135548521
## KLC2|Q9H0B6 -0.4675210069 -0.1617263872 0.0164212130 0.053928763
## KP3|O00505 0.1670140592 0.7173439942 0.4055451108 -0.682299548
## KPNB1|Q14974 0.0427355817 0.0609842449 -0.0461126664 -0.236892875
## KRAS|P01116-2 0.0477540987 -0.0559057550 0.3243127004 0.203329626
## KRT77|Q7Z794 0.1807899590 0.0439161112 0.0042168884 -0.038867551
## KTN1|Q86UP2 -0.6858289538 -0.6336256095 -0.4726477768 0.795219576
## L2HGDH|Q9H9P8 0.1713172306 -0.1906275563 0.5072518375 0.242987239
## LANCL1|O43813 -0.0905710927 0.3931920417 0.4947674950 -0.088159151
## LANCL2|Q9NS86 -0.3148512410 -0.2155656652 0.1800245584 0.496652480
## LAP3|P28838 0.1181950256 -0.2587892229 -0.2006265636 0.168390453
## LASP1|Q14847 -0.2175994041 0.5369299723 -0.0287981860 -0.354540869
## LDHB|P07195 0.4895563674 0.3049790169 -0.1131598784 -0.530788215
## LETM1|O95202 -0.5069170552 -0.5631545391 0.0233593790 0.850367286
## LGALSL|Q3ZCW2 -0.4112031565 -0.3782466899 -0.3381783206 0.115997288
## LGI1|O95970 -0.1456293409 -0.3430098597 0.1128912459 0.362300268
## LIN7A|O14910 0.0848504373 -0.1191529870 0.3695521641 0.135962106
## LIN7C|Q9NUP9 -0.2193302351 -0.2962155734 -0.3052498990 0.262821297
## LINGO1|Q96FE5 0.1867900928 -0.0524562654 0.1138583135 -0.072183004
## LM|P02545 0.2262603232 -0.1970832186 -0.2960281210 -0.137600138
## LMNB1|P20700 0.0213546456 0.0128250650 0.6164342563 0.313073777
## LMNB2|J9JID7 -0.4410758950 -0.0238282084 -0.1617356400 -0.042289106
## LNPK -0.5640922220 -0.2311648738 -0.3247789882 0.321163685
## LONP1|K7EKE6 -0.2433202247 -0.3737761220 0.0867070582 0.594012756
## LRP1|Q07954 -0.1601848869 0.1748325038 -0.3242819954 -0.133142283
## LRPPRC|P42704 -0.2364966647 -0.4018392146 0.1802026046 0.726516486
## LRRC4B|Q9NT99 0.1825392183 -0.1461140449 0.2789202921 0.158264754
## LRRC57|Q8N9N7 0.2526435283 -0.3499616634 -0.0791118321 0.280464163
## LRRC59|Q96AG4 -0.6612153371 -0.3781647480 -0.3933472921 0.550847739
## LRRC7|Q96NW7 0.1662275992 0.1601153699 0.6737575292 0.095464906
## LRRC8A|Q8IWT6 -0.2978707230 -0.5645084221 -0.3746928512 0.542579121
## LSAMP|Q13449 -0.1950525269 -0.2114584909 -0.2439779675 0.309331525
## LTA4H|P09960 0.3136605275 -0.1685777627 -0.3250305324 -0.249608881
## LXN|Q9BS40 0.4140836182 0.1820974884 0.4241592535 0.056621131
## LYPLA2|O95372 0.3651638255 0.6875695600 0.2022163488 -0.771133767
## MACF1|H3BQK9 0.4828732899 0.2882259442 -0.2275719972 -0.305187434
## MACROH2A1 0.2135449241 0.4638327966 0.0060929235 -0.534232192
## MADD|Q8WXG6 0.2297743556 0.5172003592 0.2246552268 -0.403038224
## MAG|P20916 0.4810436476 0.4639877596 -0.0472124018 -0.718136901
## MAL2|Q969L2 -0.6037411733 -0.0852760472 -0.4766997077 0.006612571
## MAOA|P21397 -0.2394381600 -0.5899213879 -0.0613678026 0.717948295
## MAOB|P27338 -0.0092272251 -0.3013754052 0.4468686499 0.387961223
## MAP1A|E9PGC8 -0.0199784709 0.5100332393 -0.1311862863 -0.575159428
## MAP1B|P46821 -0.0457994754 0.5718658936 -0.0810383656 -0.626056704
## MAP1LC3A|Q9H492 0.0695498210 0.4744871263 0.0490788721 -0.593471980
## MAP2|P11137-3 -0.0739341655 0.3975615618 -0.2515351777 -0.414793983
## MAP2|P11137-3.1 -0.0198260813 0.5567898950 -0.1874647397 -0.678903280
## MAP2K1|Q02750 -0.0777667854 -0.0039833920 -0.1698336508 -0.167566018
## MAP2K4|P45985 0.2918697579 0.3663012422 0.0842404699 -0.551775293
## MAP4|E7EVA0 0.1446217341 0.5515788453 -0.3163106601 -0.659695724
## MAP4|E7EVA0.1 -0.2828219355 0.3937972788 0.2216334658 -0.130452060
## MAP6|Q96JE9 -0.3176156276 0.5110180554 0.1893335461 -0.283887810
## MAP6D1|Q9H9H5 -0.3965143198 -0.2092319060 -0.1562488288 0.384044109
## MAP7D1|Q3KQU3-4 -0.5197058846 0.0349613835 -0.1263563085 0.105723506
## MAP7D2|Q96T17 -0.2175254199 -0.1375679409 -0.1629210408 0.042110059
## MAPK1|P28482 0.5700993330 0.6266304889 0.0538787536 -0.828050007
## MAPK10|P53779-2 0.6629097151 0.3461598207 -0.0837911416 -0.345496921
## MAPK3|P27361 0.4466586009 0.5733003584 0.0720145197 -0.646784275
## MAPRE2|Q15555-3 -0.1405578176 0.3564457508 0.3786710354 -0.090025501
## MAPRE3|Q9UPY8 -0.4168394890 0.1388876096 -0.0467983187 0.024978395
## MAPT|P10636 -0.1510334431 0.3034752636 0.3427518478 -0.019026009
## MAPT|P10636.1 -0.1168676160 0.2118206443 0.6614275848 0.192150665
## MARCKS|A0A087WZH7 -0.1917588986 0.0745311346 0.3951788264 0.046130280
## MARK1|Q9P0L2 -0.0685673799 0.0682585369 0.2143024042 0.279163669
## MARK2|E9PC69 -0.2585005946 -0.2592622148 -0.2346412681 0.323429594
## MARS1 0.0568121243 0.0830655363 -0.4609264214 -0.222296024
## MAT2A|P31153 0.3919698948 0.2291794140 -0.2460591018 -0.504396050
## MATR3|P43243 -0.2419026831 -0.1518871568 -0.2805322465 0.186619584
## MB21D2|Q8IYB1 0.1464704386 -0.0805451231 0.2822154407 0.089365184
## MBP|P02686 0.6335061863 0.3931119778 -0.0124880075 -0.698971843
## MCCC1|Q96RQ3 -0.3460353858 -0.6529698313 -0.8236131398 0.481196809
## MCCC2|Q9HCC0 -0.1509375201 -0.5605567096 -0.0164909881 0.715281452
## MCU|Q8NE86 -0.1567091142 -0.2407669252 -0.0596406532 0.214468913
## MDH1|P40925-3 0.5088236951 0.6937124435 0.1520702697 -0.771831312
## MDH2|P40926 -0.2096534702 -0.1774564432 -0.0345986750 -0.054665300
## MDN1|Q9NU22 -0.6258360027 -0.5515015708 -0.5861523807 0.581563614
## ME1|P48163 0.1185241066 0.2313333383 -0.2392119096 -0.313850451
## ME2|P23368 0.2633344211 -0.3733620133 0.1496827093 0.312548093
## ME3|Q16798 0.2236051877 0.0217694256 0.5420505282 0.302892656
## MFF|Q9GZY8 0.0956835895 0.1453563888 0.4879903881 0.272480311
## MFN2|O95140 -0.0962017282 -0.2929314764 0.3687866809 0.392009856
## MGLL|Q99685 -0.0652743500 -0.1895438283 0.0029328781 0.425381120
## MGST3|O14880 -0.6016613758 -0.5567679121 0.0497536935 0.823621170
## MICAL3|Q7RTP6 -0.4521841908 -0.1322116727 0.0454499876 0.217018729
## MICOS13 0.4230516106 0.3485290808 0.3955937967 -0.298302733
## MIF|P14174 0.5318763517 0.2639955230 0.0512416482 -0.404571375
## MINK1|Q8N4C8-3 -0.1264343290 0.2846557016 0.4643254066 0.018670004
## MMUT 0.0945273361 -0.2605939443 0.2929068024 0.433592338
## MOBP|Q13875 0.5465711912 0.4981624460 0.3854365477 -0.488205571
## MOG|Q16653 0.2958680161 0.3313905909 -0.2727620013 -0.427660959
## MPC1|Q5TI65 -0.0442343774 0.3780204027 0.1723602173 -0.295590109
## MPC2|Q5R3B4 -0.3706745904 -0.6141290661 -0.0028480774 0.757601134
## MPI|P34949 0.7234588627 0.5480577118 0.4437627153 -0.409895296
## MPP1|Q00013 -0.1458043391 0.2298141053 -0.2620138231 -0.272801125
## MPP2|B4DZ84 0.1387755382 -0.2096420904 0.3758905142 0.326934995
## MPST|P25325-2 -0.0821187341 -0.4668269680 -0.1128377412 0.328025152
## MRPS31|Q92665 0.6518611171 0.1460762345 0.4207482444 -0.198569208
## MRRF|Q96E11 -0.1137242664 -0.1510239127 0.0189080502 -0.053056476
## MSN|P26038 -0.0853433500 0.0984030183 -0.2021711427 0.024351172
## MTARC2 0.2943308173 0.1028278707 0.2643215329 -0.200494513
## MTCH1|Q9NZJ7 -0.2765415228 -0.4635060852 0.2544072718 0.682489670
## MTCH2|Q9Y6C9 0.4007692768 -0.0466169064 -0.1092291564 0.079901916
## MTCH2|Q9Y6C9.1 0.2814961173 0.0274268450 -0.0227312559 -0.180684929
## MTDH|Q86UE4 -0.6962316981 -0.3088845129 -0.0717475195 0.607092149
## MTFP1|Q9UDX5 -0.1261391044 -0.2183534973 0.1352996152 0.456929073
## MTFR1L|Q9H019 -0.4412190142 -0.1628050312 -0.4907857246 0.160402126
## MTHFD1|F5H2F4 -0.0840398250 -0.2011370890 0.1002912143 0.235142182
## MTHFD1L|B7ZM99 -0.3521344582 -0.5114869608 -0.1123234930 0.695502088
## MTPN|P58546 0.2443182495 0.5119937923 0.1947066339 -0.698973086
## MTX1|A0A0A0MRK6 0.0936650581 0.1439842446 0.2738553287 0.114750522
## MTX2|O75431 0.5260975187 0.2912022422 0.5445792640 -0.019700692
## MYH10|P35580-2 0.5235780103 0.5880567576 0.1894966645 -0.824594650
## MYH14|Q7Z406-6 -0.2436941137 -0.5709315955 -0.5945478039 0.306632813
## MYH9|P35579 0.2288392069 0.3150567332 -0.0863423234 -0.380281980
## MYL6|G8JLA2 0.3403642477 0.2457313099 -0.1381236013 -0.446284367
## MYLK|Q15746 0.5153827789 0.2869432506 0.1198639385 -0.448084668
## MYO18A|Q92614 0.2493542265 0.6326305734 0.0981322423 -0.401972636
## MYO5A|Q9Y4I1-2 -0.2949966544 -0.1497869563 -0.3756318035 0.187973375
## MYO6|A0A0A0MRM8 0.3508373686 0.0482797154 0.1847228551 0.109097522
## A10|P41227 0.0473904223 0.1267453782 0.1201228545 0.205444197
## CA|E9PAV3 -0.2902991638 0.3699990172 -0.2492349419 -0.553267808
## DK2|Q4G0N4 -0.2563942685 -0.6879128474 -0.3596322711 0.632614723
## P1L1|H0YIV4 -0.1018274505 0.1642597163 0.0861878575 -0.350597550
## P1L4|Q99733-2 0.1124633619 -0.0341140133 0.1602032920 -0.166138082
## PA|P54920 0.1831595843 0.1592308749 0.3834952220 0.199283254
## PB|Q9H115 0.0318124842 -0.3684939423 0.1877413127 0.467328189
## PG|Q99747 0.0100623024 -0.2586844119 0.3107242668 0.435930514
## XD -0.0938162970 -0.2226653705 -0.2894588377 0.281797934
## XE 0.7181160501 0.2494724308 0.4150839414 -0.346953412
## NBEA|Q8NFP9 0.1596988871 0.5800653290 0.1740489933 -0.581149347
## NCALD|P61601 -0.2458256428 -0.3646030985 0.2411515943 0.410899104
## NCAM1|P13591-1 -0.4031369204 -0.2499679456 0.2073766402 0.373180313
## NCAM1|P13591-2 -0.5732166644 -0.1576810879 0.0136895308 0.416352599
## NCAM1|P13591-3 -0.2085858308 -0.0889258071 0.1472398077 0.158505169
## NCAM2|H9KV31 0.4581975372 0.0994783761 0.3020148974 -0.145145358
## NCAN|O14594 0.3200630662 0.1179602972 0.1596239725 -0.086263048
## NCDN|Q9UBB6 0.1965990632 0.3760661845 -0.2380590784 -0.615684119
## NCEH1|Q6PIU2 -0.3554734524 -0.1178643692 -0.3156875842 0.286773062
## NCKAP1|Q9Y2A7-2 0.1537132754 0.0036729255 0.4971618982 0.127793722
## NCKIPSD|Q9NZQ3 0.0700541138 0.1650758249 -0.0756099370 -0.313946420
## NCL|P19338 -0.0368669193 -0.0868472214 0.0616578809 0.213425837
## NCLN|Q969V3 -0.1313048646 -0.1972008311 0.1536732642 0.496601070
## NCS1|P62166 0.1539775235 -0.2644994829 -0.5072496035 0.250728598
## NDRG1|Q92597 0.1586145586 0.0472241913 0.1311729696 0.130252197
## NDRG2|Q9UN36 0.8002351888 0.2303990380 0.2479143224 -0.395484681
## NDRG3|Q9UGV2 0.3284107916 0.3650792475 -0.0769746397 -0.427063412
## NDRG4|Q9ULP0-6 0.6373943044 0.2651465954 0.0537826265 -0.178206327
## NDUFA10|O95299 -0.2163285231 -0.6149208056 -0.0252497781 0.763235916
## NDUFA11|Q86Y39 -0.0948341326 -0.3075466010 -0.5857966014 0.059373245
## NDUFA12|Q9UI09 -0.0752768018 -0.3848122555 -0.0825928031 0.273926945
## NDUFA13|Q9P0J0 -0.4552459006 -0.1125841138 -0.2686808711 0.272060587
## NDUFA2|O43678 -0.3738296146 -0.3996907499 -0.1475036525 0.426916291
## NDUFA4|O00483 -0.1874365775 -0.4043025242 -0.2857563922 0.345729002
## NDUFA5|Q16718 -0.1736547737 -0.1694423123 -0.0971025577 0.244591777
## NDUFA7|O95182 -0.0245815871 0.1225158698 0.2756980878 0.144413726
## NDUFA9|Q16795 -0.0769776779 -0.3418653626 0.1543192260 0.617152301
## NDUFAF5|Q5TEU4 -0.0571464061 -0.1915313013 0.0813402739 0.267745585
## NDUFB10|O96000 -0.2070440834 -0.1401135517 -0.1575505919 -0.187423698
## NDUFB3|O43676 -0.3940893292 -0.1087716439 -0.1912283937 0.305357371
## NDUFB4|O95168 -0.3721684633 -0.6888722457 -0.0855260990 0.789127329
## NDUFS1|P28331 -0.3427795292 -0.6173059157 0.0067249353 0.860484473
## NDUFS2|O75306 -0.2498752468 -0.4225144957 0.1255535561 0.703476148
## NDUFS3|O75489 -0.2351376965 -0.4521661547 0.1153565011 0.654966396
## NDUFS7|O75251 -0.2629535244 -0.7266654028 -0.0883302861 0.871020344
## NDUFS8|O00217 -0.3744694341 -0.4530674054 -0.0623823773 0.601219609
## NDUFV1|G3V0I5 -0.1634965729 -0.4880087245 0.0061505509 0.699570268
## NDUFV2|E7EPT4 -0.0432787882 0.0523554913 0.2246479916 0.067594601
## NEBL|O76041-2 -0.3618807700 -0.3023973037 -0.6017085712 0.130994449
## NECAB1|Q8N987 0.0798185265 0.6236576617 0.5710101814 -0.490485862
## NECAB2|Q7Z6G3 0.2364920779 0.4149849281 0.2439243536 -0.390792122
## NECAP1|Q8NC96 0.3118278119 -0.2613674187 -0.1114223450 0.017938377
## NECTIN1 0.4389679967 -0.1341033973 -0.0072112644 0.167931747
## NEDD4 0.4209650140 0.3055225838 0.4223659147 -0.338736054
## NEFH|P12036 0.1438020160 0.3125206894 -0.3773967547 -0.574353915
## NEFL|P07196 -0.0766787972 0.1724870394 -0.4181660625 -0.421708769
## NF1|P21359-6 -0.0767687978 -0.1688506570 0.1498702259 0.490638626
## NFASC|O94856-9 0.1517152469 -0.1698885151 0.1035232701 0.089157724
## NGEF|Q8N5V2 0.3320726882 0.2293532877 -0.2554020110 -0.585316845
## NIPS P1|Q9BPW8 0.0483229172 -0.5235270529 0.2422561301 0.577566208
## NIPS P2 -0.1679148718 -0.4720064655 0.2669226164 0.715079788
## NLGN2|Q8NFZ4 0.2781282663 -0.2163002736 0.3920091356 0.187583843
## NLGN3|Q9NZ94 0.2660266713 -0.2387755869 0.2668982954 0.200288524
## NME1|P15531 0.7125187186 0.6367416167 0.4185821936 -0.620106801
## NME1-NME2 0.3637566618 0.3173192032 -0.3757739642 -0.586363096
## NNT|Q13423 -0.1467138897 -0.2515772897 0.0791293637 0.416480096
## NOS1|C9J5P6 0.4062424706 0.5706466642 0.3600730621 -0.369161913
## NPEPPS|E9PLK3 0.6042727341 0.3630592203 -0.0921281620 -0.697051636
## NPRL2|Q8WTW4 -0.1839166868 0.1304236759 -0.1949707278 -0.244777338
## NPTN|Q9Y639-5 0.5878058332 0.3311249733 0.2578014809 -0.336855443
## NPTX1|Q15818 0.2142034555 -0.0693425757 -0.1055802656 0.090719744
## NPTXR|O95502 0.3163740330 0.1260786220 -0.1729332348 -0.328983584
## NRCAM|Q92823-3 0.2689579256 -0.0679416442 -0.0854741428 0.179974284
## NRGN|Q92686 0.2663703861 0.4191820031 0.2604506458 -0.555988586
## NRXN1|E7ERL8 -0.0489746162 -0.2288430719 -0.2411283426 0.179654065
## NSF|P46459 -0.3472508214 -0.3774206418 0.1488645002 0.650577859
## NSFL1C|Q9UNZ2-5 0.2672925455 0.3358565356 -0.0280024867 -0.543562086
## NT5DC3|Q86UY8 -0.2987300863 -0.1079888057 -0.1220110778 0.210406431
## NTM|Q9P121-4 0.4620442823 -0.0495683195 0.4183533755 0.064538209
## NTRK2|Q16620-4 0.3504504108 0.1047240383 0.2844262699 -0.084947602
## NUDC|Q9Y266 -0.0149853798 0.2569020342 -0.2885724783 -0.478736606
## NUDCD2|Q8WVJ2 0.1042862457 -0.0032917066 0.0483132862 0.072501769
## NUDT2|P50583 0.3746835238 0.1682769072 -0.2409684859 -0.634250840
## NUMBL|Q9Y6R0 0.1293510140 0.5753225039 0.5187372292 -0.114455339
## OAT|P04181 -0.3971341913 -0.6046366029 -0.6854698503 0.402305228
## OCRL|Q01968 0.5399615892 0.0720338424 -0.0999668614 -0.208996069
## OGDH|E9PCR7 -0.3520955905 -0.5118668562 0.0391126610 0.771705865
## OGDH|E9PCR7.1 -0.0952009744 -0.4384135464 0.2323539855 0.724324952
## OGDHL|Q9ULD0 -0.2046330961 -0.5706127083 -0.0143061126 0.647179190
## OGT|O15294 0.1495687254 0.2063763130 0.1952771914 -0.071995651
## OLA1|Q9NTK5 0.5044980219 0.4948372462 0.0278982455 -0.667112276
## OPA1|O60313-2 -0.2053233276 -0.2714314283 0.1167360641 0.501229072
## OPCML|Q14982 -0.3868796571 -0.3238207100 -0.0936091897 0.306928849
## OSBPL11|Q9BXB4 0.0352344021 0.1680867945 0.1065904945 -0.277495243
## OTUB1|J3KR44 0.4223708085 0.4373466459 -0.1397932467 -0.747057235
## OXCT1|P55809 0.0730960482 -0.4625404737 0.0917096539 0.465442327
## OXR1|Q8N573 0.6422507670 0.5244447474 0.6728087904 -0.429293098
## P4HB|P07237 -0.2410438094 0.0803775468 0.0465928849 0.025635578
## PA2G4|Q9UQ80 -0.4845496345 -0.2054455896 -0.2419120095 0.032261899
## PACS1|Q6VY07 0.2288486916 0.1752044221 -0.0015971976 0.135556102
## PACSIN1|Q9BY11 0.2052429471 0.5015573930 0.5457207337 -0.465853112
## PACSIN2|Q9UNF0-2 0.0463199774 -0.1361212449 0.0231893730 0.383425310
## PAFAH1B1|P43034 -0.0957222221 -0.0553488935 0.3532607395 0.039346028
## PAFAH1B2|P68402 0.7579298068 0.4840161167 0.3013480735 -0.513633202
## PAICS|P22234 -0.1655350108 -0.0159503499 -0.5876047565 -0.268275809
## PAK1|Q13153 0.7910364970 0.4269099570 0.4900141504 -0.461861346
## PAK2|Q13177 0.0825925415 0.5449341791 0.1471411940 -0.597614302
## PAK3|O75914 0.0249642108 0.1762227723 0.3311688809 -0.019351818
## PALM|O75781 -0.2724321830 0.4076986154 0.3898449811 -0.013094609
## PALM2AKAP2 0.2720411719 0.0014378723 -0.1011831830 0.027254417
## PARK7|Q99497 0.1459528130 0.4459575543 0.2258481752 -0.322928684
## PC|P11498 -0.4969357785 -0.6146426898 -0.6056903233 0.480690828
## PCBP1|Q15365 -0.4089732803 -0.0010484170 -0.2751893196 -0.211829290
## PCBP2|Q15366-3 -0.1890990825 0.1168662199 -0.4729737342 -0.292410080
## PCBP3|E9PFP8 0.0597564816 0.2142149108 -0.1768827257 -0.101009369
## PCCA|P05165 -0.3576644796 -0.8758883335 -0.5719510202 0.757852588
## PCCB|P05166 -0.2962096986 -0.5038937788 0.0248098840 0.620428561
## PCDH1|Q08174-2 -0.4477754651 -0.3480438244 -0.1915041179 0.568490774
## PCDH1|Q08174-2.1 0.1412785645 0.0647499391 0.3125758564 0.137495529
## PCDH8|O95206 0.3405768093 0.2077235841 0.4656770600 0.006469525
## PCK2|Q16822 -0.3164190436 -0.2209140753 0.3424570853 0.604642996
## PCLO|Q9Y6V0-5 0.3401537190 0.5948586640 0.9055275404 -0.320362723
## PCMT1|P22061 -0.0186643762 0.0755258531 -0.3585780611 -0.096741468
## PCSK2|P16519 -0.0651808323 0.0425990286 -0.3176981708 -0.194782196
## PDAP1|Q13442 -0.1949462413 0.3973822805 0.0553971200 -0.278993420
## PDCD6|O75340 0.1876859755 -0.0744146804 -0.1205447060 0.048421853
## PDE10A|Q9Y233-2 -0.0982478803 -0.0999765013 0.4267634106 0.176273387
## PDE1A|P54750-4 0.2222764524 0.5534991737 0.1738456717 -0.709686621
## PDE1B|Q01064 -0.0021802084 0.2915176045 0.1836108441 -0.279441873
## PDE2A|O00408-2 -0.2135920734 -0.1799592563 0.3038769628 0.322255783
## PDE4B|Q07343-3 -0.3157632379 0.3179251094 0.5375599825 0.041257241
## PDHA1|P08559 0.0237544796 -0.3177476563 0.4534002376 0.592314713
## PDHB|P11177 -0.2588523621 -0.7970734455 -0.0909496676 0.706714642
## PDHX|O00330 -0.0572036690 -0.4764081977 -0.1491722689 0.379728258
## PDIA3|P30101 -0.5363729289 -0.1909977553 -0.4491058517 0.312195556
## PDIA4|P13667 -0.1846218148 -0.1867203865 -0.2834694040 0.216294788
## PDIA6|Q15084 -0.1797293564 -0.1822501143 -0.4014216859 0.090626874
## PDK1|Q15118 -0.0172709531 -0.2879320697 0.4734242345 0.427233261
## PDK2|Q15119 -0.5459099094 -0.6608498033 -0.0524703532 0.809036292
## PDK3|Q15120 -0.2799960775 -0.4233262926 0.1257835561 0.646036565
## PDPR|Q8NCN5 0.0009567729 0.3774676459 0.0275078305 -0.435863988
## PDXK|O00764 0.1869522832 0.3406654867 0.0587706765 -0.436780168
## PDXP|Q96GD0 -0.3954130699 -0.4780459534 -0.5769933035 0.210544982
## PEX5L|Q8IYB4-3 0.1417810168 -0.1323354090 0.0048945036 -0.034622392
## PFKL|P17858 0.4758691255 0.5136361547 0.2466118852 -0.645318792
## PFKM|P08237 0.5849285964 0.3676781915 -0.0733145859 -0.611264897
## PFKP|Q01813 0.4923232843 0.4058095322 -0.0321618973 -0.618350400
## PFN2|P35080 0.7694880901 0.3627383992 0.4969662070 -0.455620423
## PGAM1|P18669 0.5654253615 0.5945195898 0.0282975159 -0.764181013
## PGAM5|Q96HS1 -0.4837439744 -0.4034587482 -0.0754833606 0.522992772
## PGD|P52209-2 0.7007274077 0.7061240038 0.1457393353 -0.850926829
## PGK1|P00558 0.6085678790 0.4469081959 0.2091329623 -0.724183664
## PGLS|O95336 -0.0631408300 0.0218460244 -0.4706041341 -0.283860141
## PGM2|Q96G03 0.5038049444 0.6043026458 -0.0068508295 -0.808097640
## PGM2L1|Q6PCE3 0.6434704325 0.5754574474 -0.0807115133 -0.771839818
## PGP|A6NDG6 -0.3482327416 0.0442728773 0.0815239370 0.163201289
## PGRMC1|O00264 -0.6532099979 -0.1914586915 -0.3624454776 0.237218909
## PHACTR1|Q9C0D0 -0.4653688816 0.2884549011 -0.2142290590 -0.013810457
## PHB2|Q99623 -0.2090516899 -0.6349988336 0.1336731146 0.754722276
## PHF24 -0.4337748172 0.0503720751 -0.1925610280 0.146501580
## PHGDH|O43175 0.5894779289 0.3212951491 -0.1292480793 -0.561797060
## PHYHIP|Q92561 0.3161799101 0.4083054760 0.0193014107 -0.462960731
## PHYHIPL|Q96FC7 -0.2056776754 0.0053222775 -0.3320839720 -0.136516993
## PI4KA|J3KN10 0.1156074333 -0.1014322729 0.5347347928 0.465779554
## PICALM|Q13492 0.7168057325 0.5602382197 0.4398721144 -0.381730780
## PIP4K2B|P78356 -0.0864715777 -0.3819431683 0.0645935058 0.360351455
## PIP4K2C|Q8TBX8 -0.2259747824 -0.2194586670 -0.3588305853 0.151304270
## PIP5K1C|O60331 0.2994319819 0.2365242857 0.1654159784 -0.402531819
## PITP|Q00169 0.6090096626 0.0139442476 -0.2091894728 -0.192551573
## PITPNM1|O00562 -0.2733803061 0.2215642181 0.2029833960 -0.167887809
## PITPNM2|Q9BZ72-2 -0.7358802259 -0.3050054363 -0.5520138879 0.344209385
## PKM|P14618 0.6818971202 0.2890237916 0.0122522203 -0.494186748
## PKM|P14618.1 -0.4783596321 -0.3478425873 -0.3927680655 0.415524370
## PKP4|Q99569 -0.3045563586 -0.1620734363 0.2170799982 0.586488442
## PLAA|Q9Y263 0.1241798514 0.0169500201 0.0962605683 -0.117475998
## PLCB1|Q9NQ66 0.4400579961 0.2269138745 0.6070987880 0.010669333
## PLD3|Q8IV08 -0.2671403535 0.1000551164 -0.0862211352 0.222955471
## PLEC|Q15149-3 -0.4424145588 -0.1676303666 -0.4325184455 -0.209668959
## PLEC|Q15149-3.1 0.3954078885 0.6758844599 0.1222792093 -0.758039520
## PLEKHA5|Q9HAU0-6 -0.1104702374 0.0839555543 -0.1598180975 0.096275386
## PLP1|P60201 0.7842718449 0.6028664960 0.2414112662 -0.776314238
## PLPPR2 -0.4176378950 -0.5766786173 -0.5276695127 0.476684638
## PLPPR3 -0.1852740944 -0.2892339889 0.3153645018 0.395865908
## PLPPR4 -0.1553410127 0.1286577644 0.5472026820 0.353100918
## PLS3|P13797 0.1460387369 0.0931573360 -0.2346042659 -0.070822633
## PLX 4|Q9HCM2 -0.0749255386 -0.0466188185 0.4449543316 0.259300013
## PMM1|Q92871 0.0459970022 0.0468285976 0.0474373388 -0.035976620
## PNP|P00491 0.2632620767 0.2348934633 -0.1407023006 -0.198918184
## POR|P16435 -0.4330824568 0.0907837688 0.1613163013 -0.001168841
## PPA1|Q15181 0.0463726853 0.0955743417 -0.2023661006 -0.039622984
## PPA2|Q9H2U2 -0.2987537323 -0.2815667039 0.1566252902 0.321966766
## PPFIA3|O75145 0.4877516991 0.4875207290 0.6186104026 -0.266038322
## PPID|Q08752 -0.0066410545 0.2338999242 0.2164618107 -0.209365478
## PPM1A|P35813 0.0031422895 0.2276909056 0.1510494577 -0.368819561
## PPM1E|Q8WY54 0.4362983776 0.3908567041 -0.2170656774 -0.603240131
## PPM1H|Q9ULR3 0.2637870476 0.7194256608 0.1167476867 -0.536866976
## PPM1H|Q9ULR3.1 0.0514207048 -0.0783058201 -0.3642177857 -0.017593038
## PPM1L|Q5SGD2 -0.5649054772 -0.1235836269 -0.3327354489 -0.045249555
## PPME1|Q9Y570 -0.1244117177 0.3742303120 -0.3257774338 -0.475285947
## PPP1CA|P62136 0.4547095278 0.4726037836 0.1300479134 -0.563606694
## PPP1CB|P62140 0.3869053780 0.4866870563 0.2430234902 -0.376780815
## PPP1CC|P36873 0.1271574489 0.3645957202 0.0598212072 -0.461882035
## PPP1R1B|Q9UD71 0.4027601208 0.4524305938 0.0050919934 -0.410931301
## PPP1R9A|Q9ULJ8-5 0.5301860294 0.8500547735 0.3740209370 -0.880720481
## PPP1R9B|D3DTX6 0.2690159746 0.4164218025 -0.0832636431 -0.526669987
## PPP2CA|P67775 -0.0803413746 -0.3399505820 0.0047011620 0.145463169
## PPP2CB|P62714 0.3393514109 0.5013294025 0.0791140742 -0.527016833
## PPP2R1A|P30153 0.5769541737 0.5936005371 0.0980653742 -0.773879567
## PPP2R2A|P63151 0.6736285155 0.4837676963 0.1452205700 -0.739318099
## PPP2R5D|Q14738 0.4217909061 0.1037727023 -0.0817002775 -0.169389201
## PPP2R5E|Q16537 0.3864163371 0.2088528010 0.2158540364 -0.151265153
## PPP3CA|Q08209 0.1236690083 0.2857612402 -0.1211980516 -0.388586109
## PPP3CB|P16298 0.3710400121 0.5171331305 0.5003506964 -0.310393986
## PPP3R1|D3YTA9 -0.0530514161 -0.1907204667 -0.0346167123 0.050437305
## PPP5C|H0YDU8 0.5984304626 0.0065946652 0.0446159685 -0.078163357
## PPT1|P50897 -0.4674720305 -0.8468447439 -0.3904691078 0.798789919
## PRDX1|Q06830 0.6052664871 0.1501269420 0.1157897132 -0.294071545
## PRDX2|P32119 0.7274477895 0.5072345862 0.1586297051 -0.784176748
## PRDX3|P30048 0.0901022429 -0.3751811943 0.0999926507 0.489871819
## PRDX5|P30044 0.1848576527 -0.2107880155 0.1721257434 0.277668673
## PRDX6|P30041 0.8190640133 0.4004022475 0.0885250286 -0.659096281
## PREP|P48147 0.0084368227 0.5960196011 0.4500649098 -0.477511543
## PREPL|Q4J6C6 0.4978182365 -0.0367527220 0.1711799301 -0.047143767
## PRICKLE2|Q7Z3G6 -0.5792899989 -0.2234516574 -0.2514512197 0.208917602
## PRICKLE2|Q7Z3G6.1 0.0141303206 0.2546427721 -0.2090905948 -0.423903739
## PRKACA|P17612 0.0255703215 -0.0480455382 0.0627541528 -0.120790283
## PRKACB|P22694-9 0.1295034237 0.3530159323 0.4296444022 -0.144177271
## PRKAR1A|P10644 0.0534280663 0.1214013959 0.1513642734 0.050406399
## PRKAR1B|P31321 -0.1332171875 0.0258629907 0.2726136106 0.314580674
## PRKAR2A|P13861 0.2381350728 -0.1009239094 0.1003093262 -0.027718237
## PRKAR2B|P31323 -0.1831896644 -0.2265127620 0.4644508397 0.569767947
## PRKCA|P17252 -0.2689196281 -0.0670235684 -0.0673586134 -0.120547488
## PRKCB|P05771-2 0.7011908249 0.3701722836 0.2083691550 -0.581117331
## PRKCE|Q02156 0.3128305862 0.3676299458 0.1912929847 -0.511154034
## PRKCG|P05129 0.7901299199 0.4792638690 0.3348059524 -0.524487310
## PRMT1|E9PKG1 0.5230364234 0.1547458044 0.3016964983 -0.260941095
## PRODH|O43272 0.0205534015 -0.5517940710 -0.0846740106 0.545349174
## PRPS1|P60891 -0.0186242098 0.2941686707 -0.3656347214 -0.413803629
## PRPSAP2|O60256 0.3863107623 -0.1862086380 -0.3911428940 0.054608880
## PRRC2A|P48634 -0.4294875561 0.1599276111 0.2268394705 0.128686731
## PRRT1|Q99946 0.1514976518 -0.1120972231 -0.0366339882 0.032964323
## PRRT2|Q7Z6L0 0.3465818060 0.1991779109 -0.2769201413 -0.360021278
## PRRT3|Q5FWE3 0.4548557253 -0.1575476120 0.2508058684 0.298530578
## PRUNE1 0.3104576373 0.0641346899 -0.1479311561 -0.193824697
## PRXL2A -0.2110839048 -0.0410698666 -0.3334936567 0.093169001
## PRXL2B 0.4499450925 -0.0590729256 -0.0372834143 0.035502861
## PSAT1|Q9Y617 0.3994294524 0.7211837067 0.0601276397 -0.773496759
## PSD3|Q9NYI0 -0.0891663867 0.4613796761 -0.1508381092 -0.536194764
## PSIP1|O75475 0.3072871970 0.3913558212 -0.1251882582 -0.606528946
## PSMA1|P25786 -0.5121498934 -0.4138915326 -0.6851326432 0.253023520
## PSMA2|P25787 0.3108680474 -0.1282868330 -0.0679478883 -0.233775027
## PSMA3|P25788 0.1591128528 -0.0371171775 0.1746180627 -0.037278214
## PSMA4|P25789 0.0194016929 0.2557461589 0.3298886956 -0.274439150
## PSMA5|P28066 0.2921557317 -0.1402216429 -0.1441887519 -0.053248983
## PSMA6|P60900 -0.1182308179 -0.3579043653 -0.5339072261 0.068544458
## PSMA7|O14818 -0.0600980355 -0.1550816515 -0.3002754041 -0.164950363
## PSMB1|P20618 0.5002952731 0.6382335077 -0.0057845039 -0.852600259
## PSMB2|P49721 -0.0818933703 -0.3652827122 0.0288690362 0.149217765
## PSMB3|P49720 0.1636846051 0.0053971655 -0.1807675307 -0.135847732
## PSMB4|P28070 -0.0434142097 -0.0252236077 0.1762355828 0.161029403
## PSMB5|P28074 0.3485593254 0.1178847458 -0.2178397159 -0.371415794
## PSMB6|P28072 -0.1099733036 0.0574530103 -0.3659890574 -0.325317236
## PSMB7|Q99436 0.4283236555 0.1587118233 0.6366435213 0.032411439
## PSMC1|P62191 -0.0379113614 0.2234785264 0.1538969876 -0.278662093
## PSMC2|P35998 0.2311425336 0.2778693022 -0.3226548037 -0.428478374
## PSMC4|P43686 0.2476259020 0.4732022109 -0.0822100367 -0.595249637
## PSMC5|P62195 0.5705057938 0.3150244624 -0.1012634381 -0.544492318
## PSMC6|A0A087X2I1 0.1395815321 0.3916478890 0.2048037057 -0.462785922
## PSMD11|O00231 0.8147827802 0.4959336588 0.2787921289 -0.574822469
## PSMD12|O00232 0.2091171589 0.2873300660 0.2334891421 -0.202050238
## PSMD13|Q9UNM6 0.0689097538 0.1363789756 0.3158799195 -0.179679098
## PSMD14|O00487 0.3787982619 0.0788253828 0.2570733719 -0.175384591
## PSMD2|Q13200 0.3444659278 0.1890775796 0.3258832708 -0.006695811
## PSMD3|O43242 0.1409809417 0.0589047511 0.6805556081 0.187441853
## PSMD5|Q16401 0.3456975291 -0.2049348614 -0.1928792837 0.007838274
## PSMD6|Q15008 0.4264906761 0.2635446166 0.1028103892 -0.459034248
## PSMD8|P48556 -0.0517912074 0.4781644800 0.0793520290 -0.537504904
## PSME1|Q06323 -0.5300414672 -0.0073868313 -0.1860495449 0.112518600
## PTGES3|Q15185-4 -0.0798960329 -0.5096752047 -0.1883177369 0.468262973
## PTK2B|Q14289 0.0484443925 0.0960639717 -0.2848734008 -0.400385448
## PTPA 0.6984796161 0.5870950393 0.2307750171 -0.826742300
## PTPN11|Q06124 0.1110673547 0.4048085332 0.2520255312 -0.411317249
## PTPRA|P18433 -0.5286125479 -0.1741890594 -0.6367915714 -0.048556625
## PTPRD|P23468-6 0.1146961775 -0.0933368892 0.3832091606 0.126816586
## PTPRS|Q13332-2 0.1324637124 -0.0358042380 0.4053690434 0.330811428
## PURA|Q00577 -0.7729059350 -0.3412617729 -0.5618541025 0.241283465
## PURB|Q96QR8 -0.2863581648 0.0597729893 -0.0516244259 0.310551755
## PYCR2|Q96C36 -0.0082426311 -0.0806622494 -0.1203677599 0.295464620
## PYGB|P11216 0.7049785498 0.2265681252 -0.0675837392 -0.585695068
## PYGM|P11217 0.8908855825 0.2970662175 0.2555522422 -0.368633834
## QDPR|P09417 0.1962086365 0.2130763751 -0.2432616295 -0.562164228
## RAB10|P61026 -0.3886506842 -0.5687152689 -0.1203898953 0.494495764
## RAB11B|Q15907 -0.0035124064 0.4027912646 0.4656724690 -0.126560738
## RAB11FIP2|Q7L804-2 -0.1583283362 -0.0407826070 0.4190543355 -0.019289335
## RAB12|Q6IQ22 -0.2431840434 -0.5881430867 0.1373340240 0.810007484
## RAB14|P61106 -0.2525906544 -0.1890855138 -0.1913316189 0.341416431
## RAB18|Q9NP72 -0.2872122105 -0.5014012909 -0.0802378629 0.440608729
## RAB1A|P62820 -0.3263440937 -0.3508949032 -0.2021257189 0.350790295
## RAB1A|P62820.1 -0.2803684571 -0.6221516505 -0.3205521690 0.436680374
## RAB1B|Q9H0U4 0.0941096413 -0.2783150094 -0.5384229411 0.013600183
## RAB21|Q9UL25 -0.1001376703 -0.0287315759 0.2114190780 0.285919302
## RAB2A|P61019 -0.5906646126 -0.3823423953 -0.0795893274 0.744585777
## RAB35|Q15286 -0.0894430210 -0.0645100673 0.4956364513 0.231969747
## RAB39B|Q96DA2 -0.4531634655 -0.0492480960 -0.1785293697 0.019925110
## RAB3A|P20336 0.0704385119 0.0616878135 0.2836340820 0.182798034
## RAB3B|P20337 0.4076950998 0.1415306777 0.5397179769 -0.131632923
## RAB3C|Q96E17 0.0541548982 -0.1577081342 0.2840048460 0.411992213
## RAB3D|O95716 0.1978078125 -0.0615603969 0.6047893815 0.412234519
## RAB3GAP1|Q15042-3 -0.2111471905 0.3141291609 0.0419222281 -0.188494313
## RAB3GAP2|Q9H2M9 -0.2731959732 0.0958700967 -0.1856439893 -0.078297214
## RAB5A|P20339 -0.1337903215 -0.3189552819 -0.3892440189 0.227833164
## RAB5B|P61020 0.5505764597 0.3139010767 0.4099978660 -0.128009661
## RAB5C|P51148 -0.5500892358 -0.3702867610 -0.5644302605 0.306099818
## RAB6A|P20340 -0.2658857006 -0.1345629384 0.1689874842 0.198189511
## RAB6B|Q9NRW1 -0.2234539294 -0.1530746616 -0.5494134608 0.123006268
## RABGGTA|Q92696 0.0799596911 0.2563961931 -0.1223608816 -0.362971879
## RAC1|P63000 -0.3875194507 -0.5740464320 0.0070597391 0.767233192
## RACK1 -0.6651152609 -0.4023213347 -0.6425481386 0.283184302
## RALA|P11233 -0.4768572586 -0.3464548327 -0.0898495528 0.636705795
## RANBP1|P43487 0.4058874684 0.3066281419 0.0336108072 -0.251215441
## RANGAP1|P46060 -0.1831821168 0.1009060170 -0.0507976807 -0.178271011
## RAP1B|F5GZG1 0.0390986969 -0.1689544205 0.1418927715 0.318764599
## RAP1GAP|X6R8W7 0.1060140682 0.0289585921 -0.0893562733 0.021124287
## RAP1GAP2|Q684P5 0.1897449790 0.3270965075 0.2761380033 -0.334411695
## RAP1GDS1|P52306-3 0.5395616531 0.5693640642 -0.0657048360 -0.777721265
## RAP1GDS1|P52306-3.1 0.1527738333 0.1100214326 -0.0985751426 0.061755419
## RAP2A|P10114 0.3120218038 -0.1159908167 0.4952253907 0.357990665
## RAP2B|P61225 -0.2472562278 -0.4736861647 0.1333156956 0.741627739
## RAPGEF2|Q9Y4G8 0.3097323074 0.3397771944 0.2550356236 -0.316219761
## RAPGEF4|Q8WZA2 0.2570546348 -0.1008598078 0.2601528226 0.043182138
## RASAL1|O95294-4 0.0869330871 0.2915601116 0.3328709666 -0.436414795
## RASGRF1|Q13972 0.0886238490 0.1038318415 -0.4043927990 -0.495943416
## REEP5|Q00765 -0.6489260366 -0.4014744732 -0.3954100019 0.423037653
## RELCH 0.1248055278 0.4031520197 -0.0867796240 -0.450523201
## REPS1|Q96D71 0.2788705333 0.1914723361 -0.1337475677 -0.369725455
## RGS6|P49758-3 0.3347005173 -0.1270142702 0.2926088981 0.317544239
## RGS7|P49802 0.0737295840 -0.3082461956 0.3893443678 0.498746177
## RHEB|Q15382 0.2844787042 0.3119330541 -0.0695416518 -0.379981042
## RHOA|P61586 -0.3603955952 -0.4115773461 -0.0130567269 0.654846490
## RHOB|P62745 -0.4550201781 -0.5646718567 -0.1271564424 0.852135557
## RHOT1|Q8IXI2-7 0.1523241537 0.0528840449 -0.0790406817 -0.013272320
## RIMS1|Q86UR5 -0.0886069432 0.2220593111 0.4836792933 0.030302082
## RNF14|Q9UBS8 0.0599343280 0.1046368019 -0.0797307677 -0.459159073
## RNF214|Q8ND24 -0.0017746836 0.5462969395 0.1105557475 -0.541881988
## RNF41|Q9H4P4 -0.1074640990 0.4325040345 -0.0631899531 -0.566081545
## ROCK2|O75116 -0.4894834457 -0.0699017682 -0.0011458837 0.071075402
## ROGDI|Q9GZN7 -0.0524084326 0.4360060466 0.3386068761 -0.493856081
## RP2|O75695 -0.0779269586 -0.4612394901 -0.2407613348 0.478762284
## RPH3A|Q9Y2J0 -0.0300512349 -0.0366243480 0.1181920524 0.196155982
## RPL10A|P62906 -0.7015212525 -0.3462195600 -0.6783640184 0.376304633
## RPL12|P30050 -0.7081814659 -0.1769059559 -0.2899789515 0.262638147
## RPL13|P26373 -0.6879815173 -0.2677033787 -0.4800197862 0.416190186
## RPL14|P50914 -0.7854462159 -0.5116355541 -0.1689078197 0.654244592
## RPL15|P61313 -0.7212131247 -0.3770631470 -0.7107310420 0.413157557
## RPL18|G3V203 -0.7943778719 -0.4602802349 -0.6354419616 0.464207797
## RPL18A|Q02543 -0.6814642775 -0.2597985247 -0.5482066938 0.322726218
## RPL19|P84098 -0.7263268783 -0.2909398735 -0.6690165873 0.167134922
## RPL22|P35268 -0.4540520854 -0.6204735799 -0.4780348188 0.755554723
## RPL23|P62829 -0.6588159755 -0.2038618374 -0.3175533885 0.295683087
## RPL23A|P62750 -0.4273574820 -0.3257079718 -0.4572150763 0.349856349
## RPL24|P83731 -0.6910592203 -0.5254228941 -0.4670080195 0.573820559
## RPL27|P61353 -0.3359950915 -0.0571577443 -0.5588859950 0.021490425
## RPL27A|P46776 -0.7904949211 -0.3279480761 -0.6297321871 0.432516281
## RPL28|P46779 -0.2539246391 -0.0108662389 -0.0436667668 0.295483347
## RPL29|P47914 -0.7210040513 -0.5537298268 -0.4222002517 0.574795016
## RPL3|P39023 -0.8494922274 -0.4158082493 -0.5601106516 0.417562393
## RPL30|P62888 -0.3974681923 -0.0345816855 -0.5121706348 0.038297852
## RPL31|P62899 -0.4085165144 0.0369806457 -0.5773456026 -0.178972868
## RPL32|D3YTB1 -0.4294741993 -0.4486643611 -0.1783193777 0.751795182
## RPL34|P49207 -0.6602473307 -0.3343253870 -0.6980436698 0.375022674
## RPL35|P42766 -0.6633772268 -0.7164396409 -0.5733445950 0.609448905
## RPL35A|P18077 -0.7592960468 -0.3951360046 -0.4713027708 0.522318603
## RPL37|P61927 -0.6845071729 -0.3354116977 -0.3722862720 0.256133103
## RPL37A|P61513 -0.4365652054 0.2184577350 -0.3699266367 -0.117609698
## RPL38|P63173 -0.1045104720 -0.0553573426 -0.3879073638 0.014079643
## RPL4|P36578 -0.7402302560 -0.2311333283 -0.5818211942 0.303613754
## RPL6|Q02878 -0.5857223235 -0.0943604383 -0.6224533307 0.063699778
## RPL7|P18124 -0.7030229920 -0.3490895648 -0.6156881867 0.387503701
## RPL8|P62917 -0.8091408062 -0.4821524063 -0.5638063237 0.535035755
## RPLP1|P05386 -0.7383648774 -0.4921684839 -0.3062922153 0.678451637
## RPN1|P04843 -0.7882483497 -0.6490994983 -0.4882450311 0.758276030
## RPN2|P04844 -0.7412818397 -0.6279934630 -0.3310605382 0.746004202
## RPS11|P62280 -0.4697604182 -0.2233177451 -0.2320620086 0.490409366
## RPS13|P62277 -0.4795210771 -0.4304888756 -0.8081344342 0.388637300
## RPS16|P62249 -0.7601598371 -0.3038601344 -0.5554009304 0.415591819
## RPS19|P39019 -0.2162718584 0.2357167404 0.0530879415 0.010185034
## RPS2|P15880 -0.6589232253 -0.1544465558 -0.6779531645 0.085968804
## RPS20|P60866 -0.1380759834 0.2391107718 -0.3268682263 -0.134376142
## RPS24|E7ETK0 -0.4073526583 -0.1422514243 -0.5053379870 0.356275969
## RPS25|P62851 -0.7603050953 -0.3257960540 -0.3230386884 0.489680737
## RPS26|P62854 -0.7650602624 -0.4171622271 -0.7087162205 0.394334229
## RPS3|P23396 -0.7733139948 -0.2726013562 -0.6785293767 0.193017098
## RPS5|M0R0F0 -0.0501352394 -0.3307364188 -0.4894078444 0.229538825
## RPS6|P62753 -0.8144487638 -0.3467275244 -0.6093963909 0.305284858
## RPS7|P62081 0.0818289602 0.3031396117 -0.0324248611 -0.378306442
## RPS8|P62241 -0.6584801501 -0.1453358942 -0.6779695103 0.060439954
## RPS9|P46781 -0.5731407014 -0.1034742355 -0.5360079646 0.154295892
## RPTOR|Q8N122 0.3366606077 -0.3120098987 0.0726539861 0.389239980
## RRBP1|Q9P2E9-2 -0.3811716600 -0.2902769877 0.0060682682 0.264391193
## RTCB|Q9Y3I0 0.0056946283 -0.1543635172 -0.4496683141 -0.081811661
## RTN1|Q16799 -0.2007991244 0.4681988055 0.0859426761 -0.189493732
## RTN1|Q16799.1 -0.6034549878 -0.3466399741 -0.3502804176 0.246962218
## RTN3|O95197 -0.3730812381 0.4574623721 0.1935506846 -0.249819044
## RTN3|O95197.1 -0.4204106883 -0.1720636021 -0.1084841458 0.210174654
## RTN4|Q9NQC3 -0.3338665931 0.5546430880 0.2333862417 -0.266970536
## RUFY3|Q7L099 0.5561402962 0.6674257184 0.1210718541 -0.769443718
## RUVBL1|Q9Y265 0.4284749530 0.7414760563 0.4235967930 -0.596518007
## RYR2|Q92736-2 0.0225681517 0.3430904083 0.1637854517 -0.230231116
## S100A11|P31949 -0.8684141727 -0.4516448441 -0.4051391244 0.598456090
## S100A16|Q96FQ6 -0.0569697978 -0.5709937719 -0.3380203565 0.466266420
## S100B|P04271 0.5213971479 0.1945796587 0.1184030572 -0.480467947
## SACM1L|Q9NTJ5 -0.1096155027 -0.1280981455 -0.7993217635 -0.056679660
## SAMM50|Q9Y512 -0.2652758377 -0.5264563916 0.1392389437 0.763926171
## SAR1A|Q9NR31 0.0480392875 0.2140970085 -0.0912405135 -0.479829194
## SARS1 0.2639836622 0.2252209788 -0.4369142848 -0.550845221
## SBF1|O95248-4 0.1874706523 -0.0134171394 0.3421193798 0.352850331
## SCAI|Q8N9R8 0.2109963238 0.0565010672 0.3277166039 0.190957030
## SCAMP1|O15126 0.1556154504 0.0479365595 -0.1581170965 0.188377744
## SCAMP5|Q8TAC9 0.1180917201 -0.0849841442 0.3275042377 0.102414699
## SCCPDH|Q8NBX0 -0.4347498949 -0.1558001559 -0.0741523562 0.465125380
## SCG2|P13521 -0.4396931956 -0.1103067209 -0.6963635234 -0.020052857
## SCN1B|Q07699 0.2656221754 -0.0772459141 0.4440719574 0.329966778
## SCN2A|Q99250 -0.1829603725 -0.3615991132 -0.2144943969 0.291800764
## SCN2B|O60939 -0.0188339314 -0.2465192197 -0.1380734082 0.004782851
## SCRN1|Q12765 0.3937504157 -0.1532715053 -0.1273677783 -0.193646077
## SCYL2|Q6P3W7 0.4652225567 0.4494383936 0.1977549068 -0.606182697
## SDHA|P31040 -0.0585304576 -0.5032337893 0.2212237391 0.728664268
## SDHB|P21912 -0.2128438755 -0.3713526443 0.2025365998 0.636509478
## SEC14L2|O76054 0.3355319388 0.3893608482 0.3322657722 -0.135898692
## SEC22B|O75396 -0.6168228650 -0.1331414970 -0.3566114550 0.338731607
## SEC23A|F5H365 -0.1625291064 -0.1808347830 -0.3827571143 0.062984580
## SEC24C|P53992 0.5518085392 0.3062393212 0.1349096747 -0.177784215
## SEC61A2|Q9H9S3 -0.6840949759 -0.6949191671 -0.3831325260 0.754542353
## SEPTIN11 0.1797619885 -0.2708073071 0.5103642426 0.360082287
## SEPTIN2 -0.1939325536 -0.0104609618 0.2859387077 0.238467402
## SEPTIN3 -0.1012753164 -0.2063716189 0.1716261795 0.398130498
## SEPTIN5 0.1604141474 -0.2657701063 0.2956548804 0.432153213
## SEPTIN6 -0.0222649645 -0.1844530525 0.4843745869 0.433898782
## SEPTIN7 -0.0172515658 -0.2533269611 0.3581554685 0.409394785
## SEPTIN8 0.4613675186 0.1030746529 0.4003246309 0.022525022
## SEPTIN9 0.0380030393 -0.0756197254 0.6650129898 0.220546501
## SEPTIN9.1 0.1421255561 0.2181879473 -0.4396202250 -0.413776474
## SERBP1|Q8NC51 -0.2851332982 -0.2023311528 -0.4074629883 0.134538059
## SERPI 3|P01011 0.2234043681 0.1875555876 0.0525864645 -0.207209827
## SERPINB1|P30740 0.3819051712 0.2444704587 0.3523378262 -0.136619816
## SERPINB6|P35237 0.0441371725 -0.0193963792 0.0325112296 -0.133236323
## SERPINB9|P50453 0.1422684183 -0.0776980918 -0.0631928854 0.147818739
## SF3B3|Q15393 -0.0053303316 -0.2224521067 -0.5450855278 -0.189116448
## SF3B4|Q15427 -0.2730250701 -0.5208572636 -0.2175609119 0.552517198
## SFN|P31947 0.0665040707 0.3873516257 -0.0777974309 -0.322352183
## SFPQ|P23246 -0.2800264175 -0.0183048544 -0.4076163505 -0.146053625
## SFXN1|Q9H9B4 0.2403850918 0.1537349317 0.0434049055 -0.097130235
## SFXN3|A0A0A0MS41 -0.5408184463 -0.6135919547 -0.0317334482 0.905199415
## SFXN5|Q8TD22 0.0982169893 -0.3092795503 0.0359590735 0.149819445
## SGIP1|Q9BQI5 -0.1121139814 0.0337964445 0.5370842638 0.264649574
## SGTA|O43765 0.2693516390 0.2535021471 0.0263808690 -0.456019743
## SH3BGRL3|A0A087WV23 -0.7080250144 -0.1445221661 -0.1655348767 0.396306837
## SH3GL1|Q99961 -0.0718802076 -0.2634818354 -0.3457949175 -0.110585612
## SH3GL2|Q99962 0.6511513643 0.4222513911 0.5670929142 -0.465203901
## SH3GLB2|Q9NR46-2 0.3736131592 -0.0033138276 0.0579773923 -0.223164775
## SHANK1|Q9Y566 0.6415091904 0.4257917074 0.8018562434 -0.157829517
## SHANK2|Q9UPX8 0.3754823879 0.5714565818 0.9332298502 -0.257927378
## SHANK2|Q9UPX8.1 -0.1085880950 0.0825009366 0.1948881544 0.150744083
## SHANK3|Q9BYB0 0.3749608315 0.5942012055 0.7605425836 -0.322103525
## SHISA7|A6NL88 -0.1824364613 -0.4336022226 -0.1099428302 0.165153030
## SHROOM2|Q13796 0.2464997644 0.2471791643 -0.2514860486 -0.503790981
## SIPA1L1|O43166 0.1821630533 0.2726686894 0.2415771695 -0.241890485
## SIRT2|Q8IXJ6 0.7424526931 0.5393910860 0.1294143859 -0.776419955
## SKP1|P63208 0.3846836767 0.2253805215 0.2998840836 -0.193291297
## SLC12A2|P55011 0.2327721006 0.2893064931 0.2630099502 -0.370097071
## SLC12A5|Q9H2X9 0.2862317603 -0.1950115577 0.3893739224 0.269373882
## SLC17A6|Q9P2U8 0.0170210625 0.2246192921 0.3454099838 -0.212549313
## SLC17A7|Q9P2U7 0.3067358470 0.0516137728 0.1022479128 -0.137283663
## SLC1A2|P43004 0.3112181623 0.1205779942 0.4400337300 -0.081656054
## SLC1A3|P43003 -0.0089064569 -0.3774940806 0.3555276793 0.429756500
## SLC1A4|P43007 0.1339687250 -0.4035585168 -0.2438450044 0.004157562
## SLC24A2|Q9UI40 -0.3632263779 -0.3706794114 -0.2813173698 0.194606733
## SLC25A1|P53007 -0.7039453008 0.0608432751 0.0087812434 0.101735190
## SLC25A11|Q02978 -0.1734477279 -0.6087349753 -0.1273983578 0.880150308
## SLC25A12|O75746 -0.5073836727 -0.7368387737 -0.1294729604 0.961043236
## SLC25A13|Q9UJS0 -0.3315369117 -0.2134637829 0.0175577097 0.499413266
## SLC25A18|Q9H1K4 -0.6442870195 -0.3249132732 -0.2277284141 0.462295378
## SLC25A22|Q9H936 -0.4556442026 -0.6004956930 0.0384523999 0.928250657
## SLC25A3|Q00325-2 -0.5237073759 -0.7752883153 -0.3213925245 0.894952046
## SLC25A4|P12235 -0.3531826406 -0.5965214977 0.0655945694 0.875750833
## SLC25A46|Q96AG3 0.1441502425 -0.3454104436 0.3280119585 0.455349706
## SLC25A5|P05141 -0.4250179554 -0.7080334163 0.0708245349 0.926786939
## SLC27A4|Q6P1M0 -0.5433183709 -0.2847263906 -0.4197431169 0.431034057
## SLC2A1|P11166 0.3484906131 -0.4776940104 -0.1126396463 0.276088574
## SLC30A1|Q9Y6M5 -0.1012881858 0.1114466865 0.1502810304 0.040251770
## SLC30A3|Q99726 0.1900664545 0.0587506100 0.5446556404 0.114325637
## SLC32A1|Q9H598 0.1906147198 0.0395861299 0.2353315387 -0.153025720
## SLC38A3|Q99624 -0.1676258466 -0.3285140175 -0.3704450273 0.221297819
## SLC3A2|P08195-3 0.3732580794 0.0545943278 0.4804410609 0.027406706
## SLC4A10|Q6U841 0.0736463515 -0.4255662218 0.2321279738 0.431497279
## SLC4A4|Q9Y6R1 0.2367691139 0.0171476038 0.0918403096 0.026762127
## SLC4A7|Q9Y6M7-9 -0.1287299817 -0.1325756947 -0.1999674697 -0.025502655
## SLC6A1|P30531 -0.2378087609 -0.2131555255 0.3417375091 0.531080604
## SLC6A11|P48066 0.0069750941 -0.0721477804 0.2831684507 0.158518154
## SLC6A17|Q9H1V8 -0.4330169029 -0.0916249825 -0.0994980183 0.334094152
## SLC7A5|Q01650 -0.3467687399 -0.0642022636 0.1932523758 0.196741702
## SLC8A1|P32418-5 -0.1894629082 0.2856218257 0.2043411888 -0.050218505
## SMAP1|Q8IYB5 -0.0227504734 0.4685299128 0.3611587876 -0.327805275
## SMPD3|Q9NY59 0.1900493899 -0.4472757787 -0.0176802921 0.511136379
## S P25|P60880 0.2072425487 0.1358550555 0.4887811889 -0.203504476
## S P47|A0A087X0B7 0.4802287829 0.5008911988 0.0408630730 -0.470507500
## S P91|O60641 0.6600817647 0.7731826173 0.5857943728 -0.686075053
## SNCA|P37840 0.2563364700 0.5241784354 0.3777090676 -0.213209103
## SNCB|Q16143 0.3732090749 0.7799662537 0.4455057416 -0.750962040
## SNCG|O76070 0.3435181789 0.7957949940 0.5315597757 -0.693380595
## SND1|Q7KZF4 -0.5642891052 -0.6332164050 -0.2615171676 0.788508335
## SNPH|O15079-2 0.1161515059 -0.2149108234 0.0010117680 0.359090567
## SNRPB|P14678 -0.6221236161 -0.2649788931 -0.4773590848 0.106695976
## SNRPD1|P62314 0.1979551926 0.1243305242 -0.4718660559 -0.437997058
## SNRPD3|P62318 -0.0168095728 0.3132733950 -0.1534932008 -0.356540887
## SNX1|Q13596 -0.0817505062 0.0420099077 -0.3212595394 -0.280403501
## SNX12|A0A087X0R6 0.1458382572 0.2482710851 -0.0841020731 -0.268722229
## SNX2|O60749 0.5863093701 0.4092834798 0.2037009950 -0.570550781
## SNX27|Q96L92 -0.0140788684 -0.0643774606 0.1172355903 -0.064956119
## SNX3|O60493 -0.2878159501 0.4663044982 -0.0896303332 -0.474476467
## SNX6|Q9UNH7 0.0899863310 -0.1382802004 -0.1806921497 0.095255897
## SOD1|P00441 0.5721466977 -0.0250904586 0.1314128699 -0.138293698
## SOD2|P04179 0.0299241271 -0.2077684739 -0.1236340980 -0.030055203
## SORBS1|Q9BX66-12 0.3890273562 0.7962481416 0.4419775559 -0.601156303
## SORBS2|O94875-11 0.0697645028 0.5167142662 0.1128296702 -0.557761814
## SPR|P35270 0.2117953837 0.1630389202 -0.0603002559 -0.369719572
## SPTAN1|Q13813-2 -0.1443873774 0.2933340241 0.0071713284 -0.310633469
## SPTB|P11277-2 0.1679304631 0.2580104911 -0.1995728689 -0.342265940
## SPTBN1|Q01082 0.0352026611 -0.1099432259 -0.0663909255 0.118500405
## SPTBN2|O15020 0.0593067643 0.2798015075 -0.2657662614 -0.474675295
## SRC|P12931-2 -0.3799340939 -0.3254016398 0.0910631962 0.554606388
## SRCIN1|Q9C0H9-5 0.0005821273 0.5223164151 0.7998007149 -0.118940456
## SRGAP3|O43295-2 0.1668449894 0.3353433694 0.7651699112 -0.078687540
## SRI|P30626 -0.0482834877 0.0257793009 -0.1787721978 -0.326170369
## SRM|P19623 0.6122509530 0.4582107022 0.3450360898 -0.600510721
## SRR|Q9GZT4 0.0451766660 -0.1413035019 -0.1405309513 0.241661238
## SRSF10|O75494 0.4212407596 0.3877861155 -0.0014297702 -0.607586161
## SRSF2|Q01130 -0.2088623239 -0.4159409866 -0.1246274645 0.331626350
## SRSF7|Q16629 -0.1022455185 -0.0455282539 -0.3223108202 -0.138097009
## SSR1|C9IZQ1 -0.4379262254 -0.4784921231 0.2474474750 0.634343315
## SSR4|P51571 0.1013937716 -0.4210877248 -0.1138780944 0.219482661
## STAG2|Q8N3U4-2 0.2346963221 0.1761527236 0.0464268149 -0.395472952
## STAM|Q92783 0.3346852058 0.2680528862 0.1166690610 -0.338100727
## STIM1|G0XQ39 -0.6801865514 -0.0623192881 -0.3924575531 0.142902947
## STIP1|P31948 0.4484903144 0.6930731835 0.2366836254 -0.843803570
## STK24|Q9Y6E0 0.3496900756 0.1096450138 0.4359922581 0.053449313
## STK32C|Q86UX6 -0.1204245254 -0.0762935982 -0.2020215556 -0.225947797
## STK39|Q9UEW8 0.0535576206 0.1259925424 0.4699836042 0.009963891
## STMN1|P16949 -0.2693903926 0.1828147009 -0.2324702891 -0.325667300
## STMN2|E5RGX5 -0.5634664967 -0.6207374545 -0.3533406425 0.596990077
## STRAP|Q9Y3F4 -0.4988737608 -0.1485561207 -0.0233540714 0.226663455
## STRN|O43815 -0.1169367324 0.5335828161 0.4997729055 -0.210776147
## STRN3|Q13033-2 0.2170820507 -0.3044885701 -0.3925570521 -0.014084826
## STRN4|Q9NRL3 0.3143594747 0.5511527655 0.1201035531 -0.331728257
## STT3A|P46977 0.0024372313 -0.0894516367 0.2946679354 0.225822012
## STT3B|Q8TCJ2 -0.2868065157 -0.3215673353 -0.4615629029 0.405326231
## STUM 0.0142938332 0.2480395343 0.4943729258 -0.219543925
## STX12|Q86Y82 0.0841965701 -0.1792607263 0.0193546163 0.039199465
## STX1A|Q16623 -0.5972714784 -0.2277387924 -0.0576913899 0.345313233
## STX1B|P61266 -0.1382882125 -0.2004016400 0.3120606887 0.315471316
## STX7|O15400 -0.5298917953 -0.0517712369 -0.1365713020 0.039583783
## STXBP1|P61764 0.1610755180 -0.4831735232 -0.2060046726 0.189803326
## STXBP1|P61764.1 0.2916812114 -0.1445901171 0.5266102543 0.348494418
## STXBP5|Q5T5C0 0.3829410857 -0.0210280580 0.0392397757 -0.133532206
## STXBP5L|E9PFI2 0.1950913080 -0.1151148689 0.3790804995 0.326944555
## SUCLA2|Q9P2R7 -0.1961323194 -0.4582228239 0.0468678066 0.622932152
## SUCLG1|P53597 -0.3877996483 -0.7684598036 -0.1960541502 0.757816797
## SUCLG2|Q96I99 0.4425664700 0.0712714218 0.0379531362 -0.128457248
## SUGT1|Q9Y2Z0 0.1429499796 0.5043233968 0.2423103669 -0.430380945
## SV2A|Q7L0J3 -0.1472172487 0.0625013253 0.1365574078 0.083875043
## SV2B|Q7L1I2 0.1831187131 0.1360352864 -0.0290818802 -0.178246555
## SYN1|P17600 0.0978125617 -0.2694168170 0.3306659783 0.560198990
## SYN2|A0A087WW96 0.2237151602 0.3791592156 0.7753828579 0.011706491
## SYN3|O14994 -0.0419970744 -0.3881956967 0.0336767152 0.576856193
## SYNGAP1|Q96PV0 -0.1758099824 -0.2033001670 0.4741076511 0.436930931
## SYNGR1|B5MCD7 -0.2005333604 -0.2390139930 -0.2564999883 0.062580233
## SYNGR3|O43761 -0.2714013526 0.3317537534 0.2378172755 0.027970121
## SYNJ1|C9JFZ1 0.3686665337 0.6233255558 0.5173189606 -0.493620870
## SYNM|O15061 -0.3286702453 -0.5861688930 -0.1695687779 0.522658967
## SYNRG|Q9UMZ2-7 0.2673551376 0.6185036277 0.3310385054 -0.714284107
## SYP|P08247 -0.1445375201 0.2386911947 0.4798008390 -0.226198334
## SYT1|P21579 0.1056834758 0.1046082731 0.5915669493 0.320604967
## SYT12|Q8IV01 0.4798426317 0.4546790488 0.5420695500 -0.407364925
## SYT2|Q8N9I0 0.4888695040 0.1578731095 -0.2046712871 -0.511676888
## SYT7|F5H126 0.0104857702 -0.1535593881 0.2870309053 0.468068573
## TAGLN3|Q9UI15 -0.0317240176 -0.0709045015 0.1995513645 0.047144925
## TALDO1|P37837 0.1405694608 0.3048738804 0.0719095291 -0.461055097
## TAMM41|Q96BW9-3 -0.0133153797 -0.2804884249 -0.0430142840 0.484966218
## TAOK1|Q7L7X3 -0.3936466442 -0.1354394471 0.5008809322 0.357437811
## TARDBP|Q13148 -0.0586070719 0.1219949143 0.1886030334 -0.104511705
## TBC1D10B|Q4KMP7 -0.2689127834 -0.2556900218 0.1776484314 0.580919716
## TBC1D24|Q9ULP9 0.6863353243 0.2855426964 -0.0254255351 -0.460175628
## TCP1|P17987 0.4508878787 0.2705757663 0.1386107637 -0.540142967
## TECR|Q9NZ01 -0.5454821415 -0.4128361790 -0.5355498478 0.370247403
## TFG|Q92734 -0.2732693212 0.3483176984 0.1609123769 -0.035711807
## TGM1 -0.3218893729 -0.4315687853 -0.3648139471 0.365513886
## TH -0.4296035425 -0.5465828062 -0.5333825980 0.583557409
## THEM4|Q5T1C6 -0.4161472163 -0.4342603544 0.1177317799 0.725630911
## THNSL1|Q8IYQ7 -0.4810533584 -0.5034355818 -0.0667274148 0.695758948
## THY1|E9PNQ8 -0.3175649348 -0.1278476895 -0.4454162447 0.140933325
## TIMM13|Q9Y5L4 0.7018887086 0.2867155162 0.2436761423 -0.365700530
## TIMM22|Q9Y584 -0.3538897535 -0.5606065767 -0.0521389054 0.662900180
## TIMM44|O43615 -0.4809139241 -0.0743711085 0.1568929089 0.432929104
## TIMM50|Q3ZCQ8 -0.4689735623 -0.1470936112 -0.2400697986 0.175973092
## TKT|P29401 0.6177575264 0.3921310469 0.1494012170 -0.527063749
## TLN2|Q9Y4G6 -0.2243771319 0.1343300361 0.3009611713 -0.069081858
## TMED7 -0.2263014500 -0.6516130173 -0.4928739642 0.517737274
## TMED9|Q9BVK6 -0.3263362087 -0.0424839652 -0.1220612524 -0.096339664
## TMEM11|P17152 -0.5133253271 -0.4409954873 -0.1574542791 0.537600421
## TMEM186|Q96B77 -0.0379588657 0.0681000207 -0.3165888185 -0.169179184
## TMEM30A|Q9NV96 -0.3970251225 -0.3918433745 -0.1279061904 0.361560626
## TMEM33|P57088 -0.3976551369 -0.2564319190 -0.4141411295 0.279137643
## TMEM65|Q6PI78 -0.3741459153 -0.2804532470 0.0149752919 0.506888508
## TMOD2|Q9NZR1-2 0.0763908145 0.1885199225 0.1236858583 -0.209727464
## TMX1|Q9H3N1 -0.2941105443 -0.1604342442 -0.2619386041 0.310703477
## TMX2|Q9Y320 0.0005541678 -0.2005958680 -0.2653776662 -0.156753165
## TMX3|Q96JJ7 -0.4662759248 -0.4751391796 -0.5528003764 0.549248363
## TMX4|Q9H1E5 -0.7696580187 -0.2580936695 -0.4023094763 0.318923632
## TNIK|Q9UKE5-4 0.0916329916 0.0816802462 0.4866986767 -0.028126517
## TNPO2|O14787-2 0.2761199143 0.2488916422 -0.0000260547 -0.527983423
## TNR|Q92752 -0.5371587239 -0.4565746588 0.0008180433 0.715965456
## TOLLIP|Q9H0E2 -0.0261858625 -0.3045383805 0.0911823709 0.083555688
## TOM1L2|Q6ZVM7 -0.1238764785 0.1941689747 0.0721636650 -0.250454940
## TOMM20|Q15388 -0.0304699449 0.0703528441 0.5401837808 -0.010147520
## TOMM40|O96008 -0.6432101423 -0.3467681300 -0.3686969568 0.242408704
## TPBG|Q13641 0.5094470459 0.4848240019 0.4241450231 -0.640137395
## TPD52L2|O43399-4 0.0589880533 0.4620795758 0.1281436639 -0.406328499
## TPI1|P60174 0.2770133044 0.4253625979 0.4309651391 -0.514601613
## TPM1|F5H7S3 -0.3421537276 -0.1081866565 -0.2525553620 0.049413715
## TPM3|P06753-6 -0.0830954721 -0.0593959133 -0.3009706689 -0.283584957
## TPM4|P67936 0.1859569065 0.0391091835 0.0653573952 -0.223643971
## TPP2|P29144 0.3779779453 0.2783547170 0.1559232533 -0.296924310
## TPPP|O94811 -0.0710495667 0.3716349922 0.3590044942 -0.011261899
## TPPP3|Q9BW30 0.1612558459 0.5757769241 0.3277742746 -0.434620635
## TRAP1|Q12931 0.0689299817 -0.3236889265 -0.0419831304 0.386578572
## TRIM2|Q9C040 0.7880980247 0.1786189283 0.0131047455 -0.336408087
## TRIM28|Q13263 -0.1032369510 -0.2642686088 -0.1338601141 0.162977159
## TRIM3|O75382 0.0117562193 -0.4793939197 -0.3361056002 0.315718319
## TRIM9|Q9C026-5 -0.2359385319 0.0585500309 0.0665292827 0.241132874
## TRIO|O75962 -0.0850949777 0.1257628608 0.0331274399 -0.183658307
## TRIP11|Q15643 -0.1743432282 0.0851362408 0.2205391163 0.188766915
## TSG101|Q99816 -0.2107900211 0.4077139567 0.1170574252 -0.485668058
## TSN|Q15631 -0.0037941113 0.2714906924 -0.4272608676 -0.362053563
## TST|Q16762 0.3762739367 0.1872146738 -0.1783912536 -0.287040967
## TTC7B|Q86TV6 -0.0010052032 -0.3091931823 -0.2952387222 0.125241696
## TTLL12|Q14166 -0.0440957189 -0.1323976986 -0.3984642010 0.059032437
## TTYH1|Q9H313-3 0.1232830623 -0.5153797033 0.0126817709 0.463736537
## TUBA1A|Q71U36 -0.2082246835 0.2983681301 0.0738297823 -0.300764557
## TUBA4A|P68366 0.7355362942 0.5868607350 0.2770154125 -0.645498923
## TUBA8|Q9NY65 -0.0600531666 0.1628368243 0.0599515534 -0.005181412
## TUBB|P07437 0.6644173214 0.6416217314 0.2425324134 -0.754417950
## TUBB2A|Q13885 0.4341164038 0.6176234990 0.1895347669 -0.843438931
## TUBB2B|Q9BVA1 0.5981008504 0.0492869946 0.2367708079 0.015358096
## TUBB3|Q13509 0.6564166274 0.5514230870 0.0474503561 -0.699853472
## TUBB4A|P04350 0.7023228578 0.6559632067 0.1260041299 -0.745253358
## TUBB4B|P68371 0.5282010245 0.6128576405 0.2143723472 -0.635072673
## TUBB6|Q9BUF5 0.2658909180 -0.0130068717 0.1758096679 -0.001256969
## TUBG2|Q9NRH3 0.3334767364 -0.3647950615 0.2224840182 0.385243170
## TUFM|P49411 -0.5352085524 -0.5018204561 0.0552556778 0.719816744
## TWF1|Q12792-3 0.7697126919 0.5405326604 0.1268656279 -0.732052179
## TXNL1|K7ER96 0.2890731745 0.5080651068 0.0106399257 -0.826693773
## UBA1|P22314 0.7349215795 0.5747724219 0.0522337764 -0.774357835
## UBAP2L|Q14157-5 -0.4421410595 0.2746543736 -0.4082429582 -0.144095717
## UBE2K|P61086 0.3252953375 0.1743725184 -0.2176321904 -0.378485718
## UBE2L3 0.3182316494 -0.1308383327 -0.1932271805 -0.191967616
## UBE2M|P61081 -0.0061246539 0.5233726328 0.2170198062 -0.405541145
## UBE2N|P61088 0.7966586197 0.3565066137 0.2553764992 -0.535359501
## UBE2O|Q9C0C9 0.2930714864 0.2133351328 -0.0868601865 -0.372348427
## UBE2V2|Q15819 0.0511894653 -0.1011286864 0.2077670671 0.121712842
## UBQLN1|Q9UMX0 -0.0592209130 -0.1037491483 -0.0962523534 0.100110483
## UBXN6|Q9BZV1 0.3815247273 0.2096078553 0.4064054082 -0.402640869
## UCHL1|P09936 0.5024393220 0.5033631640 -0.0311037584 -0.801461762
## UCHL3|P15374 0.4653986764 0.2009057798 0.2663665966 -0.107404133
## UGP2|Q16851 0.0057242863 -0.2391490676 0.0158949839 0.178765664
## UNC13A|F8W059 -0.5028316672 -0.2620692162 -0.2911995635 0.282474406
## UPF1|Q92900 -0.4598743247 0.2519630338 -0.0458658579 -0.066366588
## UQCR10|Q9UDW1 0.1972351428 0.0931191005 0.0307786463 -0.117877781
## UQCRC1|P31930 -0.1956549822 -0.6442641016 0.1637571077 0.708715166
## UQCRC2|P22695 -0.2625261503 -0.7348051243 0.0295989908 0.750886537
## UQCRFS1|P47985 0.2628038122 -0.2501918502 0.1193581485 0.388298389
## UQCRHL -0.1764224390 -0.2166763502 0.3999508299 0.379267849
## UQCRQ|O14949 -0.0171636555 -0.4176069154 0.0305125113 0.712045533
## USO1|O60763 -0.3051029622 0.2918614738 -0.1633041210 -0.469087285
## USP14|P54578 0.1192220349 0.3909810781 -0.1124532137 -0.689350150
## USP5|P45974 0.0383139972 0.5847624222 -0.0417617976 -0.691975899
## USP9X|Q93008 0.0305520064 -0.1986354818 -0.0669634560 0.145440420
## VAC14|Q08AM6 0.4314890974 -0.3364487162 -0.0799309093 0.269704388
## VAMP2|F8WCA0 0.4531222626 0.7275619505 0.4534020008 -0.673198777
## VAPA|Q9P0L0 -0.2680044516 0.0498452133 0.0520234007 0.142585419
## VAPB|O95292 -0.4643925556 -0.1963613913 -0.2059807947 0.404525061
## VARS1 -0.2013465876 0.0545240237 -0.2494614344 -0.140055971
## VAT1|Q99536 0.3145290619 0.4366940134 0.3764206923 -0.378970494
## VAT1L|Q9HCJ6 0.8411203367 0.6251758330 0.4015123207 -0.639321085
## VCL|P18206 0.1765681527 0.0101411925 -0.0174670856 -0.271777301
## VCP|P55072 0.7026921839 0.7418570155 0.2353415569 -0.781380161
## VCPIP1|Q96JH7 0.4516674485 0.3589902215 -0.0406096464 -0.390287426
## VDAC2|P45880 -0.2713553123 -0.5037437877 0.1026705217 0.769127335
## VDAC3|Q9Y277-2 -0.3814643383 -0.5640275766 0.0677984351 0.819944710
## VIM|P08670 0.4430583835 0.2791863961 -0.1955084872 -0.591412912
## VPS13A|Q96RL7 -0.1575850654 -0.0819120209 0.0161726671 0.385175582
## VPS26A|O75436 -0.1030774066 -0.2628829195 -0.1192800787 0.153281794
## VPS26B|Q4G0F5 -0.0915216781 -0.2194336742 0.1528857642 0.197122604
## VPS35|Q96QK1 0.7616808976 0.5228080322 0.2028169395 -0.696129457
## VPS50 0.2594364749 0.2603874780 0.1805194836 -0.137614145
## VPS52|Q8N1B4 -0.0392649149 0.1475559193 -0.1879066686 -0.427363741
## VSNL1|P62760 -0.0770963760 -0.1408643147 0.4764350681 0.356980714
## VTA1|A0A087WY55 0.3724324339 0.0733136868 -0.2341960940 -0.150328493
## WARS1 -0.1827279584 0.1749498982 -0.2690265605 -0.186588899
## WASF1|Q92558 0.4145360928 0.2916623193 0.4771740593 -0.153661785
## WASL|O00401 0.3705185582 0.5037315984 0.3859755537 -0.507577166
## WDR1|O75083 0.4511157741 0.8166578810 0.2603591956 -0.695755205
## WDR13|Q9H1Z4 -0.2090148597 -0.4245515163 -0.1430093184 0.048892128
## WDR37|Q9Y2I8 -0.2665445998 -0.3734624396 0.2066750470 0.423987166
## WDR47|O94967 -0.2026293156 -0.0065046647 -0.1952099762 -0.042360759
## WDR7|Q9Y4E6 0.3137140287 0.6274593861 0.3857142699 -0.610026457
## WDR91|A4D1P6 -0.3265424333 -0.2402392651 -0.4677043208 0.135516111
## WIPF3|A6NGB9 -0.2528744089 0.0056217835 0.2531423886 0.201482412
## XPNPEP1|Q9NQW7-3 0.1437450792 0.5470328562 0.0065616384 -0.578705453
## XPO1|O14980 -0.1887744646 0.1369980502 0.0631669107 -0.018984019
## XPO7|E7ESC6 -0.0548621901 0.1451532075 -0.2556702488 -0.155746602
## YARS1 0.0333378037 -0.0730640532 -0.1748611105 -0.224614955
## YKT6|O15498 -0.0219964299 -0.1412235934 -0.1038022401 0.070339301
## YOD1|Q5VVQ6 -0.2674138674 0.0782836935 0.0684758816 0.021395350
## YWHAB|P31946 0.5553724056 -0.0346244207 -0.0952120721 -0.307528598
## YWHAE|P62258 0.6108886945 0.4910007453 0.2262545801 -0.740543363
## YWHAG|P61981 0.3966544631 0.6732250309 0.2734105184 -0.584892531
## YWHAH|Q04917 0.6377969090 0.5150877537 0.2470337192 -0.572458475
## YWHAQ|P27348 0.3474327492 0.2303980664 0.0154869776 -0.225392386
## YWHAZ|P63104 0.5054742643 0.1988573110 0.1526231091 -0.374204157
## ZC2HC1A|Q96GY0 -0.2357248251 -0.0455881649 0.0095040729 0.384033908
## ZC3H11A|O75152 0.0332353848 -0.1086487158 -0.1070382720 -0.206232945
## kMEblue kMEred kMEbrown kMEblack
## AAK1|Q2M2I8 -0.2534166793 1.596160e-01 -3.585862e-01 -0.1986236432
## AAK1|Q2M2I8.1 -0.5124226052 -3.600836e-02 -3.775550e-01 -0.1511863659
## ABAT|P80404 0.7227875305 7.203781e-01 -3.375326e-01 0.2562338172
## ABHD12|Q8N2K0 0.3756297784 2.547764e-01 4.264257e-01 -0.2353637639
## ABHD16A|O95870 0.2278493560 2.933727e-01 1.328042e-01 0.1137846982
## ABHD6|Q9BV23 -0.1599732910 -6.939913e-02 3.272619e-01 0.0886739393
## ABI1|Q8IZP0-9 0.4382248725 1.142886e-01 5.360902e-02 0.1145917034
## ABI2|Q9NYB9 -0.4418203206 -1.234845e-01 -4.006608e-01 -0.1997299409
## ABLIM1|O14639-6 0.1880152863 2.577574e-01 -3.371974e-01 0.5433468107
## ABLIM1|O14639-6.1 0.0151993212 7.763974e-02 2.358647e-01 0.0586143736
## ABLIM2|Q6H8Q1-9 -0.3062514471 -3.391397e-01 1.448223e-01 -0.3175947297
## ABR|Q12979 -0.4485874876 -7.588363e-02 -5.984331e-01 -0.5612769521
## ACAA1|P09110 0.1384163034 1.071267e-01 2.617266e-02 0.3296795771
## ACAA2|P42765 -0.4092278404 -2.776518e-01 -6.079151e-02 -0.1292860084
## ACAD9|Q9H845 0.7201664274 4.379058e-01 2.306884e-02 -0.0463615868
## ACADL 0.0395477689 1.520305e-01 -2.230034e-01 -0.1004318782
## ACADSB|P45954 0.7360034877 4.187577e-01 2.545587e-01 0.1362645613
## ACADVL|P49748 0.3722348819 1.107897e-02 1.302739e-01 0.2687163168
## ACAT1|P24752 0.8873096766 7.094769e-01 4.835378e-02 0.4015970697
## ACAT2|Q9BWD1 0.1310576593 1.460625e-01 -2.914703e-01 -0.0702661441
## ACLY|P53396 -0.4407062797 -4.880223e-01 -8.044788e-02 -0.3186581612
## ACO2|Q99798 0.6631565929 8.227470e-01 -4.000326e-01 0.2525605926
## ACO2|Q99798.1 0.9033332304 6.463482e-01 -2.129593e-02 0.4064670279
## ACOT13|Q9NPJ3 0.5987134742 6.888228e-01 -3.469458e-01 0.3653812542
## ACOT7|O00154 -0.6137476077 -3.467030e-01 -4.280733e-01 -0.4259107574
## ACOT9|Q9Y305 0.6717919047 6.125312e-01 -3.080239e-01 0.1273222955
## ACOX1|Q15067-2 0.1698033257 -1.828495e-01 3.934985e-01 0.4698195175
## ACSBG1|Q96GR2 0.0250836503 1.021635e-01 -4.769806e-01 -0.3120624488
## ACSF2|Q96CM8 0.6364365853 3.896956e-01 1.039903e-01 0.3143787483
## ACSL1|P33121 -0.1376682162 -2.584175e-01 2.095605e-01 -0.2347711099
## ACSL6|Q9UKU0-1 -0.2236833226 -1.056575e-01 8.038368e-02 -0.5183792394
## ACTB|P60709 -0.2470071281 -1.460939e-01 -2.171206e-01 -0.2318028804
## ACTB|P60709.1 0.3222606124 1.075369e-01 -1.699643e-01 0.3530238818
## ACTN1|P12814-3 -0.8100097938 -5.275409e-01 -9.234444e-02 -0.5723106969
## ACTN2|P35609 -0.4297799654 -4.864890e-01 4.178262e-01 -0.0233007669
## ACTN4|O43707 -0.0897022825 1.552561e-05 -1.890321e-01 -0.0835911222
## ACTR10|Q9NZ32 0.0481954470 3.117612e-02 -1.586401e-01 -0.2969225393
## ACTR1A|P61163 -0.7168314572 -4.904604e-01 -2.642674e-01 -0.2882617884
## ACTR1B|P42025 -0.4298993806 -3.302994e-01 -2.322278e-01 -0.2489937127
## ACTR2|P61160-2 -0.0887367391 5.719784e-02 -6.088543e-01 -0.4146432853
## ACTR3|P61158 0.1615103590 4.589586e-03 -3.749186e-01 -0.3202812008
## ACTR3B|Q9P1U1 -0.0015584200 -1.194859e-01 -6.676921e-02 -0.1027999137
## ADAM22|Q9P0K1 0.0606208758 1.972967e-01 2.007171e-01 -0.4097105656
## ADAM23|E7EWD3 0.2493685996 4.395632e-02 3.747207e-02 -0.0484461891
## ADAP1|O75689 -0.6592525973 -3.010529e-01 -2.091091e-01 -0.4350146515
## ADCY5|O95622 0.4907720811 6.437404e-01 -3.022651e-03 0.3601005243
## ADD1|P35611-4 -0.8374446635 -6.299514e-01 -1.011632e-01 -0.5434367536
## ADD2|P35612 -0.8951836012 -6.468628e-01 3.214765e-02 -0.4734556201
## ADD3|Q9UEY8 0.0707549077 -5.490041e-02 2.557420e-01 0.0855090917
## ADGRL1 -0.0575407195 6.568257e-03 2.112294e-01 -0.0698992245
## ADH5|P11766 -0.2941865366 -2.213040e-01 -3.060431e-01 -0.3520138164
## ADK|P55263 -0.4517757609 -5.565584e-01 -1.865214e-01 -0.5821152631
## ADO|Q96SZ5 0.0331207538 -4.450421e-02 2.394148e-01 0.1619088445
## AFG3L2|Q9Y4W6 0.2705910130 4.073046e-01 2.121701e-02 0.5109229304
## AGAP2|F8VVT9 0.5959814249 4.068188e-01 2.732153e-01 0.3160075634
## AGAP3|Q96P47 -0.3107163587 -7.548893e-02 -1.374041e-01 -0.7372581225
## AGFG1|P52594 -0.3441961198 -1.029791e-01 -2.903746e-01 -0.1644871406
## AGK|Q53H12 0.4370748219 2.222198e-01 5.381018e-01 0.1655587583
## AHCYL1|O43865 0.2786228016 5.231915e-01 -5.345954e-01 -0.2603953806
## AHCYL2|Q96HN2-2 0.0496631369 1.087186e-01 9.305742e-02 0.0603350535
## AHI1 -0.2736679218 -2.985821e-01 -4.565343e-03 -0.1763697051
## AH K|Q09666 0.1476594667 -1.589974e-02 -1.704574e-02 0.5701718407
## AH K2|Q8IVF2 -0.4576302667 -3.305165e-01 -3.031010e-01 -0.2457741846
## AHSA1|O95433 -0.2478787877 -1.128219e-01 -6.517664e-01 -0.3246289546
## AIFM1|O95831 0.2567230073 2.588381e-01 -1.967496e-01 -0.0213843994
## AIMP1|Q12904 -0.0718046191 8.484715e-02 7.022714e-02 0.0857889122
## AK1|P00568 -0.2412306343 -2.120137e-01 -3.326143e-01 0.1286173764
## AK4|P27144 -0.1475526379 -1.080130e-01 4.512082e-01 -0.1312871258
## AK5|Q9Y6K8 -0.0973817951 -2.095479e-01 -7.658146e-02 0.0555922031
## AKAP5|P24588 0.2783424917 5.097554e-01 -3.685562e-01 0.1665129557
## AKR1A1|P14550 0.1950649444 1.990719e-01 -8.865621e-02 -0.3403044144
## AKR1B1|P15121 0.3330074215 5.846729e-02 2.619753e-01 0.3084162770
## AKR1B1|P15121.1 0.0556971474 -8.754774e-03 9.774132e-03 -0.0228715013
## ALB|P02768 -0.4666761225 -4.647783e-01 -2.978092e-01 -0.1374715612
## ALDH18A1|P54886 0.4511400517 4.782363e-01 -2.191552e-01 0.3293524401
## ALDH1A1|P00352 0.2477927561 2.373358e-01 -1.981546e-01 -0.1830023336
## ALDH1B1|P30837 0.6694132736 4.614974e-01 -6.494153e-02 0.2833014982
## ALDH1L1|O75891 0.0543372508 2.784428e-01 -7.480754e-01 0.1078676827
## ALDH2|P05091 0.5719357744 4.629062e-01 -2.494001e-01 0.3174000921
## ALDH5A1|P51649 0.6789030388 5.215524e-01 4.753453e-02 0.0387673326
## ALDH6A1|Q02252 0.7682198480 4.686754e-01 1.836975e-02 0.4530500076
## ALDH7A1|P49419-2 -0.0344498388 -6.085246e-02 -1.257038e-01 0.2892112002
## ALDH9A1|P49189 -0.3454397298 -4.198181e-01 1.605207e-01 -0.1261465674
## ALDOA|P04075 -0.7402585626 -5.722435e-01 -6.064577e-02 -0.5146672143
## ALDOC|P09972 -0.1606607256 -3.271812e-02 -5.996647e-01 -0.5146784885
## ALG2|Q9H553 0.1634057976 2.444711e-01 -6.139410e-02 -0.3160256294
## ALYREF|E9PB61 -0.0346498237 -4.187470e-01 4.659605e-02 0.1077741038
## AMPH|P49418 -0.1859453083 4.030135e-02 -4.297944e-01 0.0638971875
## ANK1|P16157-3 -0.0832516421 7.476765e-02 -1.265839e-01 0.1251458807
## ANK2|I6L894 0.3486285659 3.687056e-01 -1.787918e-01 0.4032801236
## ANK2|I6L894.1 0.6641702345 5.183484e-01 1.378477e-01 0.4353586347
## ANKFY1|Q9P2R3 0.0970109169 -4.789231e-02 4.527397e-01 0.0388441668
## ANKRD63 -0.0224728008 1.622522e-01 -4.433806e-02 0.4537259872
## ANKS1B|Q7Z6G8 0.5622989173 5.977496e-01 -3.691856e-01 0.0016827393
## ANP32A|P39687 -0.4643423054 -3.149425e-01 1.424087e-01 -0.0791763103
## ANXA1|P04083 0.2025514138 1.319428e-01 7.708512e-02 0.3457908481
## ANXA6|P08133 -0.0607154855 4.001721e-01 -7.500166e-01 -0.4682374225
## ANXA7|P20073 0.4262397867 4.975978e-01 -1.954591e-01 0.2834785634
## AP1B1|Q10567 -0.1522765810 2.805232e-01 -4.865718e-01 -0.3836803223
## AP1B1|Q10567.1 0.3645584104 2.623106e-01 -2.605633e-01 0.1465377010
## AP1G1|O43747 0.0008402831 -2.966094e-02 -4.638514e-02 -0.1144620222
## AP1M1|Q9BXS5 0.4634789903 9.464665e-02 1.197297e-01 0.2694963758
## AP2A1|O95782 0.4269072960 7.935781e-01 -3.905272e-01 -0.1227511039
## AP2A2|O94973 0.7733029648 8.794642e-01 -3.570214e-01 0.2319654649
## AP2B1|P63010 0.5468355235 7.215166e-01 -4.675913e-01 -0.0041649960
## AP2M1|Q96CW1 0.6440632359 7.385645e-01 -2.665037e-01 0.0581230745
## AP2S1|M0R0N4 0.2975404782 4.081139e-01 9.371346e-02 -0.0490960507
## AP3B2|Q13367 -0.3742995786 -3.796334e-02 -4.897302e-01 -0.2549405502
## AP3D1|O14617-5 -0.0758287147 2.899511e-01 -5.055870e-01 -0.3958781736
## AP3M2|P53677 0.1930987278 1.095339e-01 -1.952475e-01 -0.4498129493
## AP3S1|Q92572 -0.1343146405 4.818459e-03 -7.803030e-02 -0.1693808904
## AP3S2|H0YLI7 0.4367648400 2.292225e-01 5.321640e-03 -0.1164609918
## APEH|P13798 0.0427089126 -2.328141e-01 -8.052828e-02 0.4290204620
## APMAP|Q9HDC9 0.2353570481 -1.442601e-01 6.666675e-01 0.0768845530
## APOO|Q9BUR5 0.2620247450 2.810847e-01 9.276821e-02 0.1705572484
## APPL1|Q9UKG1 -0.3219494682 -4.474577e-01 -6.583176e-02 0.0382470171
## ARAF|P10398 0.0408949302 -9.421829e-02 3.261886e-01 0.1541471378
## ARF1 -0.4195587370 -3.065612e-01 -1.061540e-01 -0.5991328839
## ARF4|P18085 -0.5721844136 -4.615943e-01 -3.570332e-02 -0.7022643976
## ARF5|P84085 -0.5335655610 -4.954032e-01 4.618420e-02 0.1159655672
## ARF6|P62330 0.0031937449 4.865857e-01 -3.347179e-01 -0.2867941667
## ARFGAP1|Q8N6T3-2 -0.0525574287 1.762175e-01 -5.956708e-01 -0.2484959951
## ARFIP2|P53365 -0.1348279488 -5.288653e-03 -2.325842e-01 -0.1225754490
## ARHGAP1|Q07960 -0.4797515573 -1.414832e-01 -1.420668e-01 -0.5128684467
## ARHGAP32|A7KAX9 -0.3249648581 -2.787947e-01 6.237671e-02 -0.2549865183
## ARHGAP35|Q9NRY4 -0.3846611167 -3.949155e-01 -2.208930e-01 -0.2743720953
## ARHGAP44|Q17R89 0.2962183123 4.112836e-01 1.854973e-01 0.2813533313
## ARHGDIA|P52565 -0.6110461734 -5.633389e-01 -3.118968e-01 -0.4930776041
## ARHGEF2|V9GYM8 -0.1944400205 -4.812584e-01 3.528124e-01 0.1256744872
## ARHGEF7|Q14155-3 -0.0325658369 9.430622e-02 -1.490933e-01 0.1120738700
## ARL6IP5|O75915 0.1372993355 -6.705600e-02 5.082796e-01 0.5242208570
## ARL8A|Q96BM9 -0.3376458994 -1.500185e-01 1.837264e-01 -0.0623574325
## ARMC10|Q8N2F6 0.0684898694 2.134230e-01 -7.834622e-02 -0.0471350803
## ARPC1A|Q92747 -0.4989630949 -1.252058e-01 -5.920442e-01 -0.4186490571
## ARPC2|O15144 -0.3660043018 -1.324849e-01 -6.538211e-01 -0.3760291836
## ARPC3|O15145 -0.5631429819 -4.149273e-01 -4.312342e-01 -0.4133237551
## ARPC4|P59998 -0.4941055961 -2.193447e-01 -5.590193e-01 -0.5123137045
## ARPC5|O15511 0.0961179309 4.593289e-02 -1.122790e-01 0.1299572444
## ARPC5L|Q9BPX5 -0.3958532475 -3.210391e-01 5.192323e-02 -0.1520288135
## ARSB|P15848 0.2005178485 2.593463e-01 -1.967720e-01 0.4498484238
## ASAP1|Q9ULH1 -0.2912904334 -3.097765e-01 1.262425e-01 -0.3455263164
## ASRGL1|Q7L266 -0.2147330020 -3.277219e-02 -2.746466e-01 -0.1798354678
## ASS1|P00966 0.1316185887 2.094181e-01 -1.518069e-01 0.4137176667
## ASTN1|O14525-2 0.2605489223 2.030587e-01 -3.306605e-01 0.3100154042
## ATAD1|Q8NBU5 0.6766214294 5.630460e-01 -3.473423e-01 0.2217676111
## ATCAY|Q86WG3 0.1514074392 1.517009e-01 -4.016718e-01 -0.4068506927
## ATL1|Q8WXF7 -0.1939867957 -3.056899e-01 6.892287e-01 0.0337901127
## ATP1A1|P05023 0.5030823046 7.989604e-01 -2.026711e-01 -0.2011349867
## ATP1A2|B1AKY9 0.3995106172 6.915088e-01 -4.767624e-01 0.0066061252
## ATP1A3|P13637-3 0.6440771819 5.572353e-01 -2.013601e-01 -0.0523174148
## ATP1A4 0.0980442408 1.504907e-01 -2.689434e-01 0.1487672519
## ATP1B1|P05026 -0.0099365969 3.549276e-01 -6.609882e-01 -0.2539603040
## ATP1B2|P14415 0.0111716593 1.125664e-01 -4.695616e-01 -0.2885838979
## ATP2A2|P16615 -0.3088953655 -6.058405e-01 6.378735e-01 0.0367099208
## ATP2B1|P20020-4 0.3568562789 5.977582e-01 -4.486996e-01 -0.2885398561
## ATP2B1|P20020-4.1 -0.1399104758 -1.122995e-02 -1.165453e-01 -0.1264618210
## ATP2B2|Q01814 0.4623268143 8.475320e-01 -6.937917e-01 -0.2127756257
## ATP2B2|Q01814.1 0.0483293689 -1.960540e-02 -6.899248e-02 -0.0143708970
## ATP2B3|Q16720-2 0.1476226126 6.262288e-01 -4.213830e-01 0.0297592619
## ATP2B4|P23634-2 0.5522524048 6.913378e-01 -1.209268e-01 0.0601910691
## ATP5F1C 0.8129161651 7.208988e-01 6.895728e-02 0.3106688579
## ATP5ME -0.0579303472 -5.439426e-02 -1.187204e-01 0.3258299939
## ATP5MK 0.4149374959 2.727234e-01 1.774806e-01 0.5670587754
## ATP5PB 0.1973755109 2.387812e-01 -2.763334e-01 0.0909274129
## ATP6V0A1|Q93050-1 0.0456042233 4.519267e-01 -7.670889e-01 -0.1091411144
## ATP6V0D1|F5GYQ1 0.1187453266 5.787490e-01 -9.143553e-01 -0.2693576444
## ATP6V1A|P38606 0.1828486905 4.921304e-01 -5.275412e-01 -0.3483483229
## ATP6V1B2|P21281 0.1610220151 4.718637e-01 -7.678033e-01 -0.3191468551
## ATP6V1C1|P21283 0.0790558363 1.566207e-01 -6.640909e-01 -0.0174146898
## ATP6V1D|Q9Y5K8 0.0893770907 1.429347e-01 -1.430414e-01 -0.4320715400
## ATP6V1E1|P36543 0.2657656400 5.171514e-01 -5.713681e-01 -0.0984077442
## ATP6V1H|Q9UI12-2 0.0698044772 4.318529e-01 -5.507967e-01 -0.1938274555
## ATP8A1|Q9Y2Q0 0.5490432841 5.203998e-01 1.752573e-01 0.0474639659
## ATPAF1|I3L448 -0.1618848605 -6.715305e-01 4.933517e-01 0.0315528520
## ATXN10|Q9UBB4 -0.2652151951 -4.011217e-01 -7.414645e-02 0.0052265209
## AUH|Q13825 0.8879792649 5.526390e-01 1.372068e-02 0.5822403271
## AURKAIP1 0.4817307881 2.737067e-01 4.035393e-01 0.2406958306
## BAIAP2|Q9UQB8-4 0.3793323678 3.125208e-01 1.668726e-02 0.3307049887
## BASP1|P80723 0.3191691268 4.413888e-01 -2.822008e-01 0.1256527174
## BCAN|Q96GW7 0.1540853172 -8.225427e-02 4.269269e-01 0.5156595132
## BCAS1|H0Y542 -0.0825164295 1.635112e-01 -2.927630e-01 0.0505001292
## BCAS3|Q9H6U6-7 0.2967420314 8.561252e-02 5.298273e-02 0.3881621546
## BCAT1|P54687-5 0.1825076971 5.365009e-02 -4.026826e-01 -0.1848240335
## BCKDHB|P21953 0.0015683061 -3.426108e-02 2.023074e-01 0.4460949059
## BCR|P11274 0.3246425613 4.234312e-01 -1.295005e-01 0.3580119540
## BDH1|Q02338 0.7501985762 8.066142e-01 -2.040440e-01 0.0809777383
## BEGAIN|Q9BUH8 0.1051197561 4.594405e-01 -3.172015e-01 0.3249202108
## BICD2|Q8TD16-2 -0.2031203875 -4.881713e-02 1.206930e-01 -0.2248587796
## BIN1|O00499 -0.4188009490 -1.170756e-01 -4.119152e-01 -0.2892022792
## BIRC6|Q9NR09 -0.6156496474 -7.107902e-01 2.201781e-01 -0.2009845496
## BLMH|Q13867 0.3625789574 1.120817e-01 -1.423444e-01 0.7252755885
## BLVRA|P53004 -0.0956176692 -7.386860e-02 -5.868701e-01 -0.0741157706
## BPHL|Q86WA6 0.4137120770 4.829696e-01 -1.483059e-01 0.3171162355
## BPNT1|O95861 0.2418903421 1.155176e-01 -2.134104e-01 -0.0779481271
## BRK1|Q8WUW1 0.3790303414 2.888697e-01 9.948332e-02 0.2177813149
## BRSK1|Q8TDC3 0.4864096837 7.618784e-01 -2.073042e-01 -0.0404298374
## BRSK2|Q8IWQ3-4 -0.3097504187 -1.893063e-01 -2.077232e-01 -0.5326796887
## BSG|P35613 0.3486196944 4.976265e-01 -6.065905e-01 -0.2411494664
## BSN|Q9UPA5 0.3432410204 6.660162e-01 -4.893854e-01 0.2282815758
## BTBD17|A6NE02 0.1009921221 2.328084e-01 -1.436096e-01 -0.1841922225
## C1QA|P02745 0.5435715550 4.131796e-01 -3.293030e-01 0.4692783267
## C1QC|P02747 0.4104234676 9.805805e-03 5.550180e-01 0.1448257756
## C2CD2L|O14523 0.2844561090 -7.140576e-02 2.919644e-01 -0.1233164435
## C2CD4C|Q8TF44 0.0061666706 -1.105310e-01 -1.646457e-01 -0.0201952868
## CAB39|Q9Y376 -0.1773833461 2.374843e-02 -1.972579e-01 -0.3318036375
## CAC 1E|Q15878-3 0.3205110977 3.243350e-01 2.680462e-01 0.0214622850
## CAC 2D1|P54289-3 0.2628619713 -6.466030e-03 -2.342776e-01 0.4573165754
## CACNB4|H0Y476 0.2489231489 5.473489e-01 -1.027076e-01 -0.3371622620
## CACNG8|Q8WXS5 0.3402493896 5.856148e-01 -7.238188e-01 -0.0076634592
## CADM2|Q8N3J6 -0.0628872651 -1.134056e-01 -4.964805e-01 -0.2704201430
## CADM3|Q8N126 -0.1470785588 9.759183e-02 -5.070798e-01 0.1494681450
## CADM4|Q8NFZ8 -0.0356445539 -9.977649e-02 -4.025056e-01 -0.1334660095
## CALB2|P22676 -0.6596995375 -4.776065e-01 -2.663383e-01 -0.2216781685
## CALM1 -0.2442166931 -1.837528e-01 2.839772e-02 -0.2360307942
## CALR|P27797 0.2336605474 1.804019e-01 -3.098276e-01 0.0400190826
## CAMK1D|Q8IU85-2 -0.0860153549 -1.902128e-02 -3.921204e-01 -0.5941040663
## CAMK2A|Q9UQM7-2 -0.0042515207 -1.304220e-01 1.907027e-01 -0.0767004982
## CAMK2B|Q13554 -0.2710581927 -3.276709e-01 6.903139e-02 -0.0815855405
## CAMK2G|A0A0A0MS52 0.0246655589 -1.243343e-01 3.771440e-01 0.0288189691
## CAMK2G|A0A0A0MS52.1 0.0615172295 1.144424e-01 -6.939976e-02 0.0148022973
## CAMKK2|Q96RR4 -0.4256066703 -5.256206e-01 1.008631e-01 -0.0800177883
## CAMKV|Q8NCB2 0.4286115949 8.510304e-01 -5.381675e-01 0.0336598515
## CAND1|Q86VP6 -0.8226026987 -4.847809e-01 -1.890917e-01 -0.5757037100
## CANX|P27824 -0.4184620462 -7.268031e-01 5.520104e-01 -0.4220483736
## CAP1|Q01518-2 -0.6843045413 -3.883508e-01 -2.996159e-01 -0.6920894551
## CAP2|P40123 -0.6254465661 -6.525720e-01 1.008411e-01 -0.1683309569
## CAPN1|P07384 0.0984809316 7.451934e-03 1.782204e-01 0.3716493459
## CAPN2|P17655 -0.2868081228 -3.201329e-01 -2.033948e-01 -0.0694682582
## CAPNS1|P04632 0.1512746045 -1.020754e-01 2.213310e-01 0.4130074871
## CAPZA1|P52907 0.3026964807 5.420058e-01 -4.696272e-01 0.2926211248
## CAPZA2|P47755 -0.2059940732 -7.445774e-02 -6.087873e-01 -0.2327822140
## CAPZB|B1AK88 -0.3179170720 6.606244e-02 -4.952392e-01 -0.2521576618
## CASK|O14936-4 0.4173661074 4.998593e-01 -4.149174e-01 0.0035615262
## CASKIN1|Q8WXD9 0.3200043522 3.393798e-01 -1.346762e-02 0.4486004419
## CAT|P04040 0.5871552418 3.437413e-01 -2.680078e-01 0.6415481688
## CBARP 0.1596779384 3.636524e-02 2.767380e-01 0.7993031918
## CBR1|P16152 -0.2638664412 -1.726145e-01 -3.450170e-01 -0.0621272997
## CBR4|Q8N4T8 0.1389371800 2.254493e-01 2.758994e-05 -0.1868198295
## CCDC136|Q96JN2 0.1964402893 4.490996e-01 -1.930548e-01 -0.1680481513
## CCNY|Q8ND76 0.1928892812 4.646270e-01 -3.715422e-01 0.4361854499
## CCT2|P78371 -0.3749843458 7.484768e-03 -4.427577e-01 -0.7487801523
## CCT3|P49368 -0.6267748642 -6.081074e-01 -2.484178e-01 -0.2980955372
## CCT4|P50991 -0.6214947584 -4.177273e-01 -1.054594e-01 -0.5404015657
## CCT5|P48643 -0.2488724767 -5.488353e-02 -6.240299e-01 -0.4772200581
## CCT6A|P40227 -0.0373527856 -1.216915e-01 -1.690685e-01 -0.2203912638
## CCT7|Q99832 -0.6183417875 -3.146593e-01 -4.536204e-01 -0.4950720357
## CCT8|P50990 -0.7747107632 -6.910523e-01 7.594196e-02 -0.2853816253
## CD200|U3KQG5 0.6729612847 6.119231e-01 -2.742397e-01 0.2046980218
## CD47|Q08722 0.0095063189 2.327107e-01 8.770173e-03 -0.4121903358
## CDC37|Q16543 -0.4386148301 -4.564388e-01 8.010204e-02 -0.2675718049
## CDC42|P60953-1 0.0970991603 -1.543865e-01 2.790628e-01 0.1527186481
## CDC42|P60953-1.1 0.4753646023 1.184356e-01 4.694877e-01 0.1064482695
## CDC42BPB|Q9Y5S2 0.2563756897 4.813679e-01 -7.341861e-01 -0.1196361811
## CDH2|P19022 0.1384237227 1.005419e-02 -8.333327e-03 0.4442071553
## CDK5|Q00535 -0.4925376201 -4.006883e-01 -2.354557e-01 -0.0780832381
## CDS2|O95674 0.1496598567 -9.896684e-02 4.237835e-01 0.0724320782
## CEND1|Q8N111 0.4607728404 7.985646e-02 -5.981092e-03 0.6282251609
## CENPV|Q7Z7K6 -0.3830961601 -6.785867e-01 4.937938e-01 -0.1954705141
## CEP170|Q5SW79 0.3265255169 3.609272e-01 1.980870e-03 0.1316248072
## CFL1|E9PK25 -0.3187837342 -1.819547e-01 -4.024163e-01 -0.5484702665
## CFL2|Q9Y281 0.3818098231 2.091325e-01 -1.652913e-02 0.1599915886
## CGNL1|Q0VF96 0.2282780426 3.273394e-01 -1.992548e-01 -0.0944514942
## CGREF1|Q99674 0.1796648919 2.049114e-01 8.562556e-02 -0.1214053390
## CHCHD3|C9JRZ6 0.1679517444 3.171470e-01 -1.831365e-02 0.0586065275
## CHCHD6|Q9BRQ6 0.5419662632 6.384532e-01 3.993613e-02 0.1982361000
## CHD3|Q12873 -0.2013683027 -5.305333e-01 2.704656e-01 0.3980728506
## CHP1|Q99653 -0.0772847049 2.167362e-02 1.068299e-01 -0.3094515960
## CISD1|Q9NZ45 0.4534287207 5.863399e-01 1.344904e-01 0.2954135427
## CIT|H7BYJ3 0.1893907905 4.854776e-01 -4.376902e-01 0.1821745360
## CKAP5|Q14008 -0.5630612123 -6.874423e-01 4.108181e-01 -0.1524201307
## CKB|P12277 -0.5737412372 -3.527796e-01 -4.391440e-01 -0.6497817415
## CLASP2|E7EW49 -0.5121675436 -5.906981e-01 5.222579e-02 -0.3502567433
## CLDN11|O75508 -0.3387108580 -1.552775e-01 -3.113809e-01 -0.1732906333
## CLIC4|Q9Y696 -0.8023331837 -5.124141e-01 1.026459e-01 -0.2790047003
## CLIP2|Q9UDT6 -0.0315933515 -4.188090e-01 5.008948e-01 -0.2981320278
## CLTA|P09496-3 0.1709423224 5.849827e-02 9.769852e-02 -0.2963234139
## CLTB|P09497 0.2855900737 1.520486e-01 1.294833e-01 0.4054370719
## CLTC|A0A087WVQ6 0.6890048608 7.471268e-01 -2.816830e-01 0.3071923091
## CLVS1|Q8IUQ0 -0.7042155760 -4.671656e-01 1.870052e-01 -0.2268705460
## CMAS|Q8NFW8 -0.5149620445 -4.123856e-01 -4.885274e-02 -0.4436057238
## CMPK1|P30085 -0.4445344204 -5.307312e-01 -2.345300e-01 -0.0152647184
## CNDP2|Q96KP4 0.3994417473 3.841906e-01 -3.422900e-01 0.1981208486
## CNKSR2|Q8WXI2-5 -0.1559424967 -1.663863e-01 -9.931812e-02 0.2793208254
## CNP|P09543 -0.6888952441 -3.084641e-01 -4.446956e-01 -0.6688003291
## CNRIP1|Q96F85 -0.0612734178 2.117504e-01 -5.747349e-01 -0.4619995152
## CNTN1|Q12860 0.3745230851 1.642239e-01 2.483214e-01 0.1091110966
## CNTN4|Q8IWV2 0.2730750176 1.495873e-01 -1.630167e-01 0.2203002769
## CNT P1|P78357 -0.2542425400 -3.297974e-01 -6.708476e-03 -0.3812964236
## CNT P2|Q9UHC6 0.0370333433 3.108070e-01 -6.675794e-01 -0.0902788113
## COMT|P21964 -0.3466056525 -3.417059e-01 2.002930e-01 -0.0424001290
## COPA|P53621 -0.4344244664 -7.141695e-01 3.494227e-01 -0.3960360377
## COPG1|Q9Y678 0.2539402764 1.776499e-01 -2.400416e-02 -0.1799567733
## COPS2|P61201 -0.1156241085 -4.505097e-01 4.728184e-01 -0.2410867237
## COPS3|Q9UNS2 -0.3008520584 1.998878e-01 -1.540244e-01 -0.5645474134
## COPS4|Q9BT78 -0.1456370515 4.533946e-02 -4.184154e-01 -0.1316870531
## COPS6|E7EM64 -0.2999986604 -4.557483e-01 4.476429e-01 -0.0968578774
## CORO1A|P31146 -0.5313801053 -7.328790e-02 -4.129846e-01 -0.3918584871
## CORO1B|Q9BR76 0.0605911089 -2.368333e-02 -1.877648e-01 0.6409542740
## CORO1C|Q9ULV4 -0.3310285198 -2.565660e-01 -1.700389e-01 -0.4446736708
## CORO2B|Q9UQ03 -0.6570492090 -5.352703e-01 1.727851e-01 -0.6170997080
## COTL1|Q14019 0.0328856840 1.838182e-01 -3.372972e-01 -0.0737979434
## COX4I1|P13073 -0.5392215603 -5.418572e-01 1.091101e-01 -0.4028975523
## COX5A|P20674 -0.3477682637 -3.701451e-01 2.853571e-01 0.0633399983
## COX6A1|P12074 0.2246794890 -8.102504e-02 4.001106e-01 0.6871864862
## COX6C|P09669 -0.3627905090 -8.670739e-02 -2.024582e-01 0.1788162368
## COX7A2|P14406 0.0895716720 -2.988523e-02 1.136572e-01 0.0112102932
## CP|E9PFZ2 0.4777092662 6.326478e-01 -5.369734e-01 0.0570885147
## CPE|P16870 0.2677166706 4.417515e-01 -3.420545e-03 0.4403969688
## CPLX1|O14810 -0.4986640653 -3.921171e-01 -1.474867e-01 -0.4255233501
## CPLX2|Q6PUV4 -0.1974307781 1.358802e-01 -6.038754e-01 -0.1881591926
## CPLX3|Q8WVH0 0.4290534751 4.191332e-01 -2.410765e-01 0.3034119486
## CPNE1|B0QZ18 0.3435595508 7.240560e-01 -5.011774e-01 0.1320271955
## CPNE4|Q96A23 0.2028367788 1.287295e-01 -2.198077e-01 -0.1416894433
## CPNE5|Q9HCH3 -0.3214055622 -1.387498e-01 5.983940e-02 0.2237026433
## CPNE6|O95741 0.5192566295 4.471745e-01 -3.301188e-01 0.1487276346
## CPT2|P23786 0.3962502971 2.880102e-01 2.761240e-01 0.4197258495
## CRIP2|P52943 -0.0606519892 2.329618e-01 -3.920266e-01 0.0653761689
## CRMP1|Q14194-2 0.2025614959 4.501213e-01 -3.472856e-01 -0.0552747576
## CROCC|Q5TZA2 0.3595699243 6.795120e-02 3.010167e-01 0.4926228493
## CRYM|Q14894 -0.5553719995 -2.819739e-01 -4.031886e-01 -0.4041703350
## CS|O75390 0.3104113691 1.108384e-01 4.566981e-02 -0.1481547477
## CSDE1|O75534 -0.2790697249 5.792353e-02 -3.711958e-01 -0.1198369091
## CSE1L|P55060 -0.4539287001 -5.187082e-01 -8.894780e-02 -0.4379258070
## CSNK2A2|P19784 0.2960394453 -6.713718e-02 5.398233e-01 0.5278893461
## CSPG5|O95196 0.2744414064 -7.285060e-02 1.022565e-01 0.5439755836
## CSRP1|P21291 -0.1265866339 -4.400075e-01 6.404429e-01 -0.2593333977
## CTBP1|Q13363 0.4004222295 6.412801e-01 -4.448632e-01 0.2490151262
## CTN 1|P35221 -0.0476858212 1.392754e-01 -6.773491e-02 0.4388411632
## CTN 2|P26232 0.2411251657 7.146958e-01 -7.371452e-01 -0.1455991721
## CTNNB1|P35222 0.7198045518 7.879642e-01 -1.474279e-01 0.4869841986
## CTNND2|Q9UQB3 0.4703132509 6.054679e-01 -4.085967e-01 -0.2435861808
## CTSB|P07858 0.7274996163 4.686287e-01 9.845044e-02 0.4694248816
## CTSD|P07339 0.6761337909 4.033130e-01 -9.873750e-02 0.4466765851
## CTTN|Q14247 -0.5534542702 -4.252223e-02 -4.680862e-01 -0.4113317460
## CTTNBP2|Q8WZ74 0.0046753009 4.793930e-01 -3.944256e-01 -0.2666446418
## CUL2|Q13617 -0.0314221908 1.826881e-01 -1.742510e-01 -0.4620695671
## CUL3|Q13618 -0.3228528098 -7.791846e-02 2.670739e-01 -0.0829244416
## CUL5|Q93034 0.0898906556 -4.326897e-03 -1.870559e-01 -0.1820101966
## CYB5R1|Q9UHQ9 0.6308457451 5.889203e-01 -2.200944e-01 0.2603789996
## CYB5R3|P00387 0.3793282414 4.684546e-01 1.100312e-01 -0.0647860284
## CYC1|P08574 0.1394474256 -8.490080e-02 3.723455e-01 -0.0941768653
## CYCS|C9JFR7 0.5531973455 2.119242e-01 -9.209193e-02 0.4879487228
## CYFIP1|Q7L576 0.5135361646 2.174820e-01 3.611914e-01 0.3941300875
## CYFIP2|Q96F07 0.4909887752 5.614694e-01 -2.732806e-01 0.1796411045
## CYFIP2|Q96F07.1 0.4176529150 1.724207e-01 6.841967e-02 0.0447364323
## CYLD|Q9NQC7 -0.4043737205 -1.842918e-01 -5.168630e-02 -0.3710911949
## CYP46A1|H0Y3G0 0.0414514166 -3.769252e-01 6.473203e-01 0.2506555814
## CYTH2|Q99418 -0.4535780820 -2.484970e-01 2.305294e-02 -0.2084409841
## DAP3|P51398 0.7603938220 5.420102e-01 1.670836e-01 0.3363747267
## DBN1|Q16643-3 -0.7836738694 -6.841980e-01 -1.031963e-01 -0.3172883588
## DBNL|Q9UJU6 0.1353365442 -6.719939e-02 1.259809e-01 0.4555083083
## DBT|P11182 0.3711885760 2.525030e-01 -2.247617e-01 0.5569156887
## DCLK1|O15075 -0.1211705622 -5.031594e-01 6.308649e-01 -0.1213142332
## DCLK2|Q8N568-3 -0.3165557800 -2.396076e-01 2.002402e-01 -0.2178506656
## DCTN1|Q14203 -0.1599259034 4.446726e-02 -3.900800e-01 -0.3663552509
## DCTN2|Q13561 -0.2420406340 -2.304273e-01 5.687729e-01 0.1955440296
## DCTN3|O75935 -0.1271465973 6.190592e-02 -6.254927e-02 0.4145987640
## DCTN4|Q9UJW0 -0.2334875679 -2.395196e-01 -9.264915e-02 -0.1052046645
## DDAH1|O94760 0.1530449236 1.826863e-01 -2.898230e-01 -0.0864298009
## DDAH2|O95865 0.2637105008 7.480907e-02 3.892518e-01 0.4123075783
## DDB1|Q16531 -0.1929417457 -3.479568e-01 1.368143e-01 -0.2554231858
## DDOST|P39656 0.2284332111 -4.860013e-02 7.466921e-01 0.3984730775
## DDX1|Q92499 0.0019192164 9.275949e-02 7.957579e-02 -0.1318270270
## DDX39B|Q13838 -0.8461548087 -8.694954e-01 2.380318e-01 -0.3113979450
## DDX5|P17844 -0.4150426020 -7.858822e-01 2.460322e-01 -0.2067602422
## DDX6|P26196 -0.2136305999 -4.547454e-01 8.773499e-01 0.0743119651
## DECR1|Q16698 0.7429266408 5.762659e-01 -1.257013e-01 0.2384784786
## DGKB|Q9Y6T7 -0.0980070658 -7.109446e-02 3.593955e-02 -0.4353417263
## DGKG|P49619 -0.3328055087 -4.190609e-01 3.432686e-02 -0.2492379370
## DGKZ|Q13574-3 0.6336681375 6.376197e-01 -2.924167e-01 0.2322034159
## DHRS1|Q96LJ7 0.5408295811 2.822799e-01 3.669393e-01 0.3146039520
## DHX9|Q08211 -0.5680770775 -6.980922e-01 1.253533e-01 -0.4605517094
## DIRAS1|O95057 -0.1310654653 -3.056672e-01 -1.309276e-02 -0.0636427115
## DIRAS2|Q96HU8 -0.6839794134 -3.686947e-01 -2.031698e-01 -0.5511729661
## DLAT|P10515 0.9551425668 6.837882e-01 -2.708922e-02 0.3565932846
## DLD|P09622 0.4465416454 5.178358e-01 -5.984709e-02 0.0627522489
## DLG1|Q12959-9 0.5723258207 8.726381e-01 -4.385148e-01 -0.0317413070
## DLG2|Q15700-2 0.4917177972 8.447030e-01 -6.845955e-01 -0.0325568469
## DLG3|Q5JUW8 0.2718366146 7.036520e-01 -5.368355e-01 0.0706784497
## DLG4|P78352 0.4392242577 8.871949e-01 -6.268352e-01 0.0477514112
## DLGAP1|O14490-7 0.3218914143 3.699040e-02 1.993249e-01 0.3810596855
## DLGAP1|O14490-7.1 0.2759910954 6.397323e-01 -4.672698e-01 0.1411529703
## DLGAP2|Q9P1A6 0.2379462383 4.331778e-01 -6.381119e-02 -0.1354080999
## DLGAP3|O95886 0.1540186809 5.408356e-01 -3.970879e-01 0.0497922853
## DLGAP4|Q9Y2H0 -0.1115824786 3.080017e-01 -4.687809e-01 -0.2826566592
## DLST|P36957 0.8698379185 6.872275e-01 -1.695163e-01 0.4126682856
## DMTN|Q08495 -0.5653883578 -2.760633e-01 -1.678820e-01 -0.1542433892
## DMXL2|Q8TDJ6 -0.0448511949 3.559799e-01 -7.389163e-01 -0.4080060243
## D JA2|O60884 -0.0743708769 -2.129861e-01 6.129298e-03 0.0836526973
## D JA3|Q96EY1 0.2654513159 4.249788e-01 -8.093276e-02 -0.2518882044
## DJC5|Q9H3Z4 -0.1695900913 -5.040422e-01 2.124722e-01 -0.0875463098
## DJC6|O75061-2 -0.1875098234 6.576814e-02 -7.028526e-01 -0.3791222762
## DNM1|Q05193-2 0.0816949884 1.924118e-01 -2.733130e-01 -0.3531275466
## DNM1|Q05193-2.1 0.2493646827 5.989900e-01 -7.313691e-01 -0.1570471317
## DNM1L|O00429-6 -0.8408565360 -5.270571e-01 -1.431861e-01 -0.5110758054
## DNM1L|O00429-6.1 -0.0074343041 -3.350372e-01 3.272026e-01 -0.1660986667
## DNM2|P50570 0.0738719022 4.245820e-01 -4.707605e-01 -0.1802583803
## DNM3|Q9UQ16-3 -0.0772285519 1.638408e-01 -2.900540e-01 -0.1326087563
## DNPEP|E7ETB3 -0.1141220692 -3.501761e-01 4.878602e-01 0.2081694405
## DOCK3|Q8IZD9 0.3793394483 1.134932e-01 5.973053e-02 0.2883636078
## DOCK7|Q96N67 0.2563594954 -7.187427e-02 3.742870e-01 0.1365341264
## DOCK9|Q9BZ29-5 -0.0112030577 5.887364e-02 2.686511e-02 0.1819081924
## DPP10|Q8N608-3 0.2229125910 -1.506904e-02 6.204982e-02 0.1549175655
## DPP6|P42658-2 0.2929380637 2.971879e-01 2.072084e-01 -0.0142002206
## DPYSL2|Q16555-2 -0.2616649415 3.182741e-04 -5.851223e-01 -0.5719434974
## DPYSL2|Q16555-2.1 -0.2166185132 -1.390818e-02 -6.580348e-01 -0.4631128798
## DPYSL3|Q14195-2 0.2531822689 5.790954e-01 -7.068082e-01 -0.1128281362
## DPYSL4|O14531 -0.3097552415 -5.447696e-02 -5.256535e-01 -0.3449417100
## DPYSL5|Q9BPU6 -0.0895271832 2.990634e-01 -8.217146e-01 -0.3584491011
## DSP|P15924 0.0380884530 -3.065596e-01 5.529209e-01 0.3417079890
## DSTN|P60981 -0.1688163303 6.301003e-02 -5.953420e-01 -0.3497820161
## DTD1|Q8TEA8 0.1786736041 1.302332e-01 1.465244e-02 -0.0585298094
## DYNC1H1|Q14204 -0.7223933330 -4.943679e-01 -1.862113e-01 -0.7269729974
## DYNC1I1|O14576-2 -0.0852178291 -1.887820e-02 -2.719894e-01 0.2713804464
## DYNC1LI1|Q9Y6G9 -0.6983359191 -4.467525e-01 -9.414408e-02 -0.5154568954
## DYNC1LI2|O43237 -0.1136345464 1.154818e-01 1.282921e-01 0.2575245470
## DYNLL1|P63167 -0.2692394120 2.108005e-02 -3.871094e-01 -0.4442256779
## DYNLL2|Q96FJ2 -0.3741361076 -2.602130e-01 -1.015688e-01 -0.5552602096
## ECHS1|P30084 0.6152497418 6.989663e-01 -1.422797e-01 -0.0223322297
## ECI1|P42126 0.3208930624 4.494526e-02 1.537095e-01 0.1286437335
## ECI2|A0A0C4DGA2 -0.0276085205 1.817503e-01 1.384854e-01 -0.1113603938
## EDC3|Q96F86 0.0125111138 -1.470711e-01 1.146843e-01 0.1547461501
## EEA1|Q15075 -0.1124353642 -3.151765e-01 2.195131e-01 0.1366061959
## EEF1A1|P68104 0.7712138511 6.660339e-01 -6.015577e-02 0.2719954838
## EEF1A2|Q05639 -0.4850247357 -6.053227e-01 3.304705e-01 -0.5042139989
## EEF1D|E9PRY8 -0.2461249629 -3.913710e-01 4.529086e-01 0.0154503676
## EEF1G|P26641 -0.1980593911 -6.743630e-01 7.950841e-01 -0.1403535016
## EEF2|P13639 -0.6447414984 -3.976142e-01 -4.014271e-01 -0.5844706005
## EFHD2|Q96C19 -0.4867818346 -3.300613e-01 -9.026351e-02 -0.0516564428
## EFL1 0.1855034051 -2.655056e-01 1.372783e-01 0.0940323535
## EFR3B|Q9Y2G0 -0.1051219777 -3.583735e-01 1.564941e-01 0.0514492586
## EHD1|A0A024R571 0.7611820559 4.731912e-01 1.842370e-01 0.5608733237
## EHD3|Q9NZN3 0.3087110478 5.817112e-01 -6.379895e-01 -0.2523381622
## EIF2S1|P05198 -0.1811859049 -8.108179e-02 -1.228771e-01 0.1654582776
## EIF2S3|P41091 -0.6128392347 -7.089447e-01 3.211446e-01 -0.1691770197
## EIF3A|Q14152 -0.6591135004 -4.731431e-01 4.462764e-02 -0.6105796591
## EIF3D|O15371 -0.2311470813 -4.233036e-01 7.225890e-02 0.1474713371
## EIF3F|O00303 -0.2925170864 -2.546733e-01 1.599673e-01 0.2207214569
## EIF4A1|P60842 -0.7431557935 -7.167882e-01 1.464931e-01 -0.2275955891
## EIF4B|P23588 -0.4087512693 -5.492181e-01 -6.445931e-02 -0.0592387458
## EIF4E|D6RBW1 -0.2004232928 1.924299e-01 5.891457e-02 0.2724207763
## EIF4G1|Q04637-9 -0.6643553218 -5.461124e-01 6.257790e-02 -0.3526977895
## EIF6|P56537 -0.4914192412 -6.854275e-01 4.062326e-01 -0.3120249848
## ELAVL1|Q15717 0.4584538202 6.589914e-02 3.809070e-01 0.2755817794
## ELAVL2|A0A0A0MRX1 0.0455497552 -2.892001e-01 2.613740e-01 0.2874427812
## ELFN2|Q5R3F8 0.4832352523 7.450278e-01 -4.148183e-01 0.2964594573
## ELMO2|Q5JVZ5 0.0984034020 4.251015e-02 -4.393753e-01 0.0285364257
## EMC1|Q8N766 -0.0867251487 -1.304852e-01 2.034275e-01 -0.1129276849
## ENDOD1|O94919 -0.3448567685 -2.234509e-01 -2.930148e-01 -0.4244378869
## ENO1|P06733 -0.1098681496 -5.212553e-02 -3.150500e-01 -0.3903757418
## ENO2|P09104 -0.0069580520 -2.434516e-01 6.517931e-02 -0.0296390306
## EPB41L1|A0A0C4DH22 -0.4514373429 -1.377245e-01 -2.597090e-01 -0.2238235403
## EPB41L2|O43491-4 0.1080021162 4.052568e-01 -4.124527e-01 -0.1882638657
## EPB41L3|Q9Y2J2-4 -0.3475803588 -4.320447e-01 3.306304e-01 -0.0753168786
## EPB41L3|Q9Y2J2-4.1 -0.0559007524 1.250906e-01 -1.363307e-01 0.6564692829
## EPHA4|P54764 0.4651247873 3.847825e-01 -2.959272e-01 0.1068659435
## EPM2AIP1|Q7L775 -0.1577870971 -2.480491e-01 1.428212e-01 0.0703002667
## EPN1|Q9Y6I3 0.1015357884 -6.069884e-04 -1.354963e-01 0.1616461409
## EPS15L1|Q9UBC2-2 -0.7232925800 -4.340170e-01 -1.673350e-01 -0.3236917390
## ERC2|O15083 0.2202632461 3.455572e-01 -5.730916e-01 0.0981370700
## ERGIC1|Q969X5 -0.2750664798 -1.088390e-01 1.031539e-01 -0.4126690745
## ERLIN2|O94905 0.5223886759 2.750748e-01 1.154117e-01 0.2315085574
## ERP44|Q9BS26 -0.1632193542 -2.647577e-01 -6.855361e-02 0.5836464796
## ESD|P10768 -0.0122623600 1.735581e-01 -3.304079e-01 -0.2214657415
## ETF1|P62495 0.7719548441 5.979493e-01 -2.563571e-01 0.4576624076
## ETFA|P13804 -0.0757683453 1.197089e-01 -1.548450e-02 -0.4341402669
## ETFB|P38117 0.2495019650 1.979960e-01 -2.643071e-01 0.2657790826
## ETFDH|Q16134 0.5408669871 2.548932e-01 -7.762597e-02 0.3908188318
## EWSR1|B0QYK0 0.1718715023 -1.242766e-01 7.360225e-01 0.3494244807
## EZR|P15311 -0.0376884849 -3.382663e-01 8.837443e-02 -0.0228487839
## FABP5|Q01469 0.2280465263 -1.915836e-01 5.422522e-01 0.3995803640
## FABP7|O15540 -0.0689402425 7.232378e-02 2.539938e-02 0.3172605820
## FAHD1|Q6P587 0.4820039600 5.713351e-01 2.930095e-02 0.3319531411
## FAHD2A|Q96GK7 0.0683458296 1.179566e-01 -4.959657e-02 -0.1034939265
## FAM162A|F8W7Q4 0.0424795731 2.461771e-02 -2.315404e-01 0.1685112913
## FAM171A2|A8MVW0 0.3501852849 5.684962e-01 -4.274376e-01 0.3728477815
## FARP1|Q9Y4F1 0.0085442390 2.895411e-01 -5.669369e-01 0.3156973487
## FARSA|K7ER00 -0.1026089225 -1.340829e-01 4.274729e-01 -0.0655092159
## FARSB|Q9NSD9 -0.2576509526 -2.201041e-01 1.100430e-03 0.2032144211
## FASN|P49327 -0.5772509337 -2.420563e-01 -4.200383e-01 -0.5644904698
## FAU|P62861 0.1437325465 -1.404532e-01 6.119987e-01 0.3515287791
## FBL|P22087 -0.5828875155 -7.509675e-01 2.387352e-01 -0.4523555500
## FBXL16|Q8N461 -0.6567333481 -4.588185e-01 -2.134896e-01 -0.4169172417
## FBXO2|Q9UK22 0.3123216128 -6.259678e-02 3.338809e-01 0.5596952402
## FBXO41|Q8TF61 0.6625816978 4.314032e-01 2.381660e-01 0.2882647752
## FECH|P22830-2 0.4713018017 1.788791e-01 3.898794e-01 0.3192288037
## FGF12|P61328 0.5626816491 5.910844e-01 -3.473357e-01 0.5541827830
## FIS1|Q9Y3D6 -0.4355768223 -9.361898e-02 -5.640531e-02 -0.1525299687
## FKBP1A|Q5W0X3 -0.5716495743 -6.719965e-01 1.493490e-01 -0.4554258154
## FKBP8|Q14318-2 -0.2170173980 -2.971960e-01 7.124900e-01 0.0520643236
## FLOT1|O75955 0.4750237656 8.945573e-01 -4.069384e-01 0.0500410246
## FLOT2|Q14254 0.8997468116 6.888940e-01 6.612580e-03 0.3184431186
## FN3KRP|Q9HA64 0.1664507574 3.780530e-01 -2.144091e-01 -0.1417357953
## FSCN1|Q16658 -0.6746907239 -7.595444e-01 1.441624e-01 -0.1214886172
## FSD1|Q9BTV5 -0.4840980818 -3.039657e-01 1.528165e-01 0.0179691341
## FUNDC2|Q9BWH2 0.4349936705 3.542468e-01 1.935324e-01 -0.0339763685
## FUS|P35637 -0.2337344101 -3.688920e-01 3.244630e-01 0.5783852259
## FXYD6|Q9H0Q3 -0.2541396538 -1.563540e-01 8.584867e-02 -0.0438977534
## FXYD7|K7ENE8 -0.3872495040 -4.335159e-01 1.799956e-01 -0.1818018709
## FYN|P06241 0.0720576127 2.752262e-01 1.288821e-02 0.1570978587
## GABARAPL2|P60520 0.1252538772 2.733141e-01 -1.472243e-01 -0.0631981503
## GABBR1|Q9UBS5 0.2731642942 2.055830e-01 -8.264062e-03 -0.1543032681
## GABBR2|O75899 0.3122721388 2.493011e-01 2.091008e-01 0.0296656376
## GABRA1|P14867 -0.1442847192 1.694845e-01 -1.175523e-02 -0.1774121988
## GABRA2|E9PBQ7 0.4282784644 -5.732840e-02 1.509946e-01 0.6545229517
## GABRB1|P18505 0.3744729598 3.967723e-01 3.907873e-02 -0.0042528001
## GABRB2|P47870-1 0.0123619399 4.886560e-01 -6.564109e-01 -0.1364223354
## GABRB3|P28472-2 0.5250900393 7.864061e-01 -6.245824e-01 0.0831540924
## GABRG2|P18507 0.4441442947 7.588837e-01 -3.684208e-01 -0.0502950233
## GAD1|Q99259 -0.3275336790 -3.988158e-01 -4.304066e-02 0.1615352410
## GAD2|Q05329 0.5694741596 7.819663e-01 -3.014449e-01 0.1544750039
## GA B|Q14697 0.4867337876 2.870253e-01 2.395725e-01 0.1798651303
## GAP43|P17677 -0.0887936656 2.571349e-01 -3.349867e-01 -0.1075151953
## GAPDH|P04406 -0.2421804210 1.664192e-01 -6.469089e-01 -0.5018929849
## GAPVD1|Q14C86-6 0.0649220536 5.085371e-02 1.787215e-01 0.0071091364
## GCDH|Q92947 0.4256036314 1.807754e-01 2.539215e-01 0.3574366939
## GCN1 -0.2140775780 -2.758489e-01 6.165244e-02 -0.3011387361
## GDA|Q9Y2T3 -0.6147573457 -2.998651e-01 -2.462468e-01 -0.5763588690
## GDAP1|Q8TB36 0.4956216287 6.786129e-01 -3.849851e-01 0.1916843150
## GDAP1L1|Q96MZ0 0.8265273174 7.921747e-01 -1.786035e-01 0.4363633336
## GDI1|P31150 -0.4870446722 -2.445734e-01 -5.928088e-01 -0.5649161506
## GDI2|P50395 -0.4225662048 -2.946775e-01 -4.597484e-01 -0.2789932777
## GDPD1|Q8N9F7 0.1166087157 1.131042e-01 1.725289e-01 0.5308602429
## GFAP|P14136 -0.7446841337 -7.393285e-01 9.458000e-02 -0.4731093913
## GGCT|O75223 0.1692339225 5.339482e-02 -1.257498e-01 0.4440051932
## GGT7|Q9UJ14 0.2113921946 7.346836e-02 -5.143864e-01 0.0018701488
## GIT1|Q9Y2X7-3 -0.0953586005 2.609946e-01 -3.198491e-01 0.2044817316
## GJA1|P17302 -0.2192540396 -3.328406e-01 4.743051e-01 0.4815847705
## GK3P 0.5087759769 4.526119e-01 -3.142805e-02 0.0989468595
## GLIPR2|Q9H4G4 -0.3393242305 -2.852705e-01 2.592992e-01 -0.6333874568
## GLO1|Q04760 -0.4040085097 -4.397926e-01 1.186612e-01 -0.0003850596
## GLOD4|Q9HC38-2 -0.2176062150 -2.328368e-02 -8.240992e-02 -0.1962864113
## GLRX|P35754 0.3383769945 3.126238e-01 -1.440879e-01 0.4532221310
## GLRX3|O76003 0.0493054408 3.953211e-01 -1.983710e-01 -0.3934888711
## GLRX5|Q86SX6 -0.0994343685 -5.513691e-01 5.003161e-01 0.3818545530
## GLS|O94925 0.9810776311 6.276038e-01 -1.839013e-02 0.3984310411
## GLUL|P15104 -0.4082846760 -2.901171e-01 -2.885054e-01 -0.5986996012
## GMFB|P60983 -0.1193954171 2.858682e-02 -3.383549e-01 0.4420657537
## GMPS|P49915 -0.1195117971 2.897021e-01 -9.039006e-02 -0.1653069832
## G11|P29992 0.5971478329 6.468166e-01 -2.561946e-01 0.3473710051
## G13|Q14344 0.0916705094 1.438120e-01 -3.960634e-01 0.1004455638
## G I1|P63096 0.6054404761 6.704529e-01 -1.037081e-01 -0.2358566649
## G I2|P04899 0.6979529446 5.467515e-01 2.688197e-02 0.1051744889
## G I3|P08754 0.3370868983 1.785729e-01 4.319179e-01 0.1687689750
## G L|P38405 -0.0205222740 -1.753670e-01 7.273175e-02 0.0091774467
## GS|P63092 0.4782792230 5.506396e-01 -2.753147e-02 -0.1982073314
## GZ|P19086 0.7636861105 7.114057e-01 -1.661654e-01 0.1865421086
## GNB1|B3KVK2 0.6167384707 9.200942e-01 -4.097877e-01 0.0500250647
## GNB2|P62879-2 0.6342634196 6.662181e-01 -2.322402e-01 0.3546473488
## GNB5|O14775 0.4208829079 8.488323e-01 -5.598827e-01 -0.0589380910
## GNG12|Q9UBI6 -0.1266472846 -2.713085e-01 6.497564e-01 -0.0077525214
## GNG2|P59768 -0.0847128686 -3.153418e-01 6.548795e-01 0.2035216571
## GNG3|P63215 0.5811597625 8.367369e-01 -2.514268e-01 0.0225898869
## GNG4|P50150 0.8759883922 5.970367e-01 -2.757938e-02 0.3990779280
## GNG7|O60262 0.1367769447 7.396999e-03 1.318604e-01 0.1761149117
## GNL1|P36915 -0.0122693408 -1.846120e-01 1.906901e-01 0.3220890191
## GOT1|P17174 -0.6081172559 -3.677194e-01 -4.194735e-01 -0.6531037989
## GOT2|P00505 -0.4771231356 -4.661491e-01 1.786275e-01 -0.6995152360
## GPD1|P21695 -0.3292113312 -1.718240e-01 -2.643002e-01 -0.7027662029
## GPD1L|Q8N335 -0.4245956766 -2.986342e-01 -1.396619e-01 -0.5167518431
## GPD2|P43304 0.6177451089 2.876650e-01 3.185493e-01 0.0306966709
## GPHN|Q9NQX3 -0.2702724479 2.102607e-01 -7.353682e-01 -0.0104185800
## GPM6A|P51674 0.2594925395 -5.891910e-02 2.011231e-01 0.0914312475
## GPM6B|Q13491-4 -0.0442903240 -1.943975e-01 5.104337e-01 0.1444112347
## GPR158|Q5T848 0.8336839583 7.392287e-01 -2.331199e-01 0.2853050211
## GPRIN1|Q7Z2K8 0.4082321258 4.392605e-01 -1.563944e-01 0.5303900742
## GPS1|Q13098-7 -0.7977654463 -5.824262e-01 -5.842578e-02 -0.5846573451
## GPX4|A0A087WT12 -0.0450631579 -2.012669e-01 3.910470e-01 0.4654883000
## GRB2|P62993 -0.0312833777 -3.933019e-02 6.356517e-02 -0.4361919502
## GRHPR|Q9UBQ7 -0.4498953512 -6.036659e-01 1.639932e-01 -0.2447882379
## GRIA1|P42261 0.3392419785 5.126286e-01 -1.687346e-01 -0.2463131574
## GRIA3|P42263 0.4921065964 8.543968e-01 -5.049496e-01 -0.0291450537
## GRIA3|P42263.1 0.1285386640 3.385668e-01 -1.945429e-01 -0.4380719404
## GRIN1|Q05586-5 0.5548126243 8.590217e-01 -4.153824e-01 0.2527899729
## GRIN2A|Q12879 0.6428096424 8.756118e-01 -3.975817e-01 -0.1111618884
## GRIN2B|Q13224 0.5956601772 9.097530e-01 -3.828912e-01 -0.0079059278
## GRM1|Q13255 0.1064551739 1.792488e-01 -2.534412e-02 0.0997615349
## GRM2|Q14416 0.7785287889 6.650395e-01 -3.075420e-01 0.3735090862
## GRM3|Q14832 0.3716628266 3.502994e-01 1.095497e-01 0.1540648612
## GRM5|P41594 0.6661311551 5.175525e-01 -1.377265e-01 0.2723009666
## GSK3A|P49840 -0.3133286608 -4.007409e-01 1.618096e-01 -0.3722469386
## GSK3B|P49841-2 0.3181412389 -2.014328e-02 4.358780e-01 0.6110909616
## GSN|P06396-3 0.4769640671 2.366452e-01 3.542476e-01 0.6370733874
## GSPT1|P15170-3 0.4955867018 4.520938e-01 1.018470e-01 0.2265767110
## GSTM3|P21266 -0.1443102126 -1.713268e-01 4.192304e-01 0.1097241078
## GSTP1|P09211 -0.5066070533 -4.065005e-01 4.930805e-01 0.0947482474
## GSTZ1|A0A0C4DFM0 0.2859481861 1.644446e-01 -4.282707e-01 -0.2130336558
## GTPBP1|O00178 -0.2528609998 -3.675402e-01 5.019577e-01 0.1668441282
## GUCY1B1 -0.3169933062 3.463283e-02 -1.676047e-01 -0.1238859238
## H2AX -0.5438991656 -6.549366e-01 1.839806e-01 -0.4734964198
## HACD3 -0.0366941555 -3.749869e-01 7.397771e-01 0.0840540884
## HADH|Q16836 -0.1796016038 -7.375246e-02 -2.720579e-01 0.0104046342
## HADHA|P40939 0.6933013460 5.600277e-01 -2.603301e-02 0.1994244367
## HADHB|P55084 0.6767717701 5.971444e-01 -2.142371e-01 0.3986207474
## HCN1|O60741 -0.0552155545 2.772614e-01 -2.465356e-01 -0.0329935968
## HDGFL3 -0.3622065890 -6.506350e-01 5.342200e-01 0.4019952682
## HDHD2|Q9H0R4 -0.4465055867 -5.973829e-01 -1.350378e-01 0.0856917617
## HDLBP|A0A024R4E5 0.3109428261 7.362018e-02 3.474879e-01 0.0189029536
## HEBP1|Q9NRV9 -0.1472597880 6.987705e-02 -1.572985e-01 -0.2814652695
## HECTD4|F8VWT9 -0.0014723412 -5.676588e-02 -3.537650e-01 -0.1626759485
## HEXB|P07686 0.0453762685 1.947213e-01 -3.311096e-01 -0.3302818474
## HGS|O14964 -0.0187478238 -1.166370e-01 3.642749e-01 0.0080357906
## HIBCH|Q6NVY1 0.7147984914 7.763325e-01 -3.165490e-01 0.3971555674
## HINT1|P49773 -0.3658746984 -1.597724e-01 -6.425813e-01 -0.4012450159
## HINT2|Q9BX68 0.4660626679 4.705390e-01 1.201936e-01 0.0056402608
## HINT3|Q9NQE9 -0.0362690887 4.332780e-01 -5.264179e-01 0.0928240834
## HK1|P19367 0.6400268983 6.853762e-01 -3.841458e-02 0.2339568907
## HNRNPA0|Q13151 -0.6364755625 -7.316155e-01 3.972860e-01 -0.4879541229
## HNRNPA1|P09651-2 -0.5281675805 -8.010977e-01 3.548181e-01 0.0097948115
## HNRNPA2B1|P22626 -0.7425658996 -6.438843e-01 6.409142e-02 -0.5470662974
## HNRNPA3|P51991 -0.4942651254 -7.727704e-01 1.992986e-01 -0.4408672591
## HNRNPAB|Q99729-3 -0.3094007272 -5.216250e-01 4.390630e-01 -0.3634925593
## HNRNPC|P07910-2 -0.2716856852 -2.536177e-01 -9.038876e-02 -0.1015497547
## HNRNPD|Q14103-3 -0.2141235119 -1.356123e-01 2.452831e-01 -0.1871786056
## HNRNPDL|O14979 -0.4602005429 -6.169898e-01 1.778407e-01 -0.1620892537
## HNRNPH1|P31943 -0.4885952327 -8.059031e-01 2.511473e-01 -0.3449816725
## HNRNPK|P61978-2 -0.3712864573 -5.402436e-01 1.338788e-01 -0.6387996310
## HNRNPL|P14866 -0.5657895511 -4.046074e-01 -1.851814e-01 -0.6365209983
## HNRNPM|P52272 -0.1871961134 -2.016616e-01 -1.693754e-01 -0.0495849599
## HNRNPR|O43390 -0.7207922110 -6.833371e-01 1.833496e-01 -0.4127473690
## HNRNPU|Q00839 -0.6001461689 -8.512387e-01 3.147100e-01 -0.4175264101
## HNRNPUL1|Q9BUJ2 0.5395456165 3.622766e-01 -4.475273e-01 -0.0371400962
## HOMER1|Q86YM7 0.0853912422 4.088334e-01 -7.520718e-01 0.0158079622
## HP1BP3|Q5SSJ5 -0.2380743004 -5.566135e-01 3.940740e-01 -0.3356198840
## HPCA|P84074 0.8339217978 8.385296e-01 -2.421573e-01 0.1676607690
## HPCAL1|P37235 0.6542819657 3.361192e-01 -8.210583e-02 0.3141874689
## HPCAL4|Q9UM19 0.5011619117 6.020998e-01 -2.962912e-01 0.1923577315
## HPRT1|P00492 -0.3920265029 -2.798626e-01 -3.897818e-01 -0.2199133011
## HRAS|P01112 0.5596438654 3.769638e-01 1.110027e-01 0.2058212901
## HSD17B10|Q99714 0.4681030293 2.233774e-01 -1.928176e-01 0.1032275727
## HSD17B12|Q53GQ0 0.2852357973 8.711350e-02 5.217523e-01 0.5233211216
## HSD17B4|P51659 0.6029291765 4.560807e-01 -8.793971e-02 0.4854934440
## HSDL1|Q3SXM5 0.9138678095 5.807152e-01 -1.437934e-01 0.4627041258
## HSP90AA1|P07900 -0.6903090407 -4.290489e-01 -4.525151e-01 -0.5335581287
## HSP90AB1|P08238 -0.5627322634 -3.649757e-01 -4.336528e-01 -0.5771054704
## HSP90B1|P14625 0.6894121220 3.822676e-01 3.330760e-01 0.4042722578
## HSPA12A|O43301 -0.6069258851 -3.838463e-01 -2.421956e-01 -0.3334966112
## HSPA1A 0.2866942347 2.483698e-01 1.604013e-01 0.1333800537
## HSPA4|P34932 -0.4152464917 -1.557326e-01 -4.489571e-01 -0.4706165313
## HSPA4L|O95757 -0.1875385402 -1.512588e-01 -4.927756e-01 -0.5357318551
## HSPA5|P11021 0.1477791943 -1.604884e-01 1.629821e-01 0.0258485336
## HSPA8|P11142 0.0427006481 3.334113e-01 -1.617272e-01 -0.1043796303
## HSPA9|P38646 0.7389780986 4.960475e-01 2.615502e-01 0.3173605686
## HSPB1|P04792 0.2840589267 1.954300e-01 1.360028e-01 0.3504452746
## HSPB1|P04792.1 0.1702990389 -9.049429e-02 3.318794e-01 0.2282361365
## HSPE1|P61604 0.0682473538 4.484457e-01 -4.981723e-01 -0.1076284761
## HSPH1|Q92598 -0.5594992972 -2.394649e-01 -4.707670e-01 -0.6703637064
## IARS2|Q9NSE4 0.6840959788 5.576746e-01 -3.053016e-02 0.5358137378
## ICAM5|Q9UMF0 0.5564903323 5.052978e-01 1.242076e-01 0.2401650222
## IDH1|O75874 0.0640859140 1.767004e-01 -4.873226e-01 0.1301031863
## IDH2|P48735 0.6239486533 5.102077e-01 -4.739711e-01 0.3362989729
## IDH3A|P50213 0.9532857522 6.906194e-01 -2.244462e-02 0.4821183254
## IDH3B|O43837 0.9486715960 6.681856e-01 -9.339608e-03 0.4198956086
## IDH3G|P51553 0.9304511905 8.019434e-01 -1.836609e-01 0.2862640725
## IGSF8|Q969P0 0.2881708265 5.337838e-01 -4.590576e-01 0.1960411082
## ILF2|Q12905 -0.7321999142 -6.783164e-01 9.934524e-02 -0.5071611709
## IMMT|Q16891-4 0.5572761871 5.892554e-01 1.466685e-01 0.3557597772
## IMMT|Q16891-4.1 0.1774444409 3.645310e-01 -4.443008e-01 0.5377535282
## IMPA1|P29218 -0.0158197569 3.285391e-01 -4.654790e-01 -0.1192919941
## IMPACT|Q9P2X3 -0.7202374226 -3.423830e-01 5.633278e-02 -0.3604377739
## I|Q16352 -0.6848735290 -8.764650e-01 4.621575e-01 -0.3483950426
## I|Q16352.1 -0.7480358638 -8.856810e-01 3.760014e-01 -0.3541053119
## INPP1|P49441 -0.2003219178 1.670251e-01 -3.534579e-01 0.2068559581
## INPP4A|Q96PE3 -0.3659994568 -2.718636e-01 -3.537412e-01 -0.3056894383
## IPO11|Q9UI26 -0.6212528548 -3.708709e-01 -4.144404e-01 -0.5413149749
## IPO7|O95373 -0.6166127911 -4.318183e-01 -3.055159e-01 -0.4425790053
## IQGAP2|Q13576 0.2618476165 1.710895e-02 -5.003845e-02 0.4210207399
## IQSEC1|Q6DN90 0.1751338432 8.168004e-02 2.031746e-01 -0.0663031131
## IQSEC2|Q5JU85-2 0.4980649127 7.186976e-01 -4.960884e-01 0.2736975605
## ISOC2|Q96AB3 0.4414239585 3.949327e-01 6.664801e-02 0.2773083322
## IST1|P53990 0.1209096445 4.455517e-01 -1.701530e-01 0.0278351035
## ITPA|Q9BY32 -0.2863491981 -3.157853e-01 8.648581e-02 -0.2608585006
## ITPKA|P23677 -0.4599893119 -2.444247e-01 -6.832472e-02 -0.7812664537
## ITPR1|Q14643 0.2600730784 1.844357e-01 1.032419e-01 -0.2015288039
## ITSN1|Q15811 -0.2622323143 1.891751e-01 -5.239627e-01 0.0115008143
## IVD|P26440 0.2827495763 5.190316e-01 -3.355118e-01 -0.3174420509
## JAM3|Q9BX67 0.0601813093 -1.600474e-01 3.190050e-01 0.0645798192
## JUP|P14923 0.2588927953 -5.541683e-02 3.565288e-01 0.8325973946
## KALRN|H7BXZ5 0.1990005695 3.940520e-01 -2.702626e-01 -0.1538978781
## KARS1 -0.2183763434 4.892568e-02 9.551768e-02 -0.3757917085
## KBTBD11|O94819 -0.1367572230 -3.982260e-01 3.131930e-02 0.0805602860
## KC 1|Q09470 -0.5769941298 -4.563815e-01 -1.478377e-01 -0.5919976407
## KC 2|P16389 -0.4801903573 -4.217560e-01 8.637210e-03 -0.5965178345
## KC B2|Q13303 -0.1326614000 -1.998622e-02 -1.761393e-01 -0.3381637279
## KCND2|Q9NZV8 0.4016212950 1.486560e-01 -1.980913e-01 0.5980118759
## KCNMA1|Q5SVJ7 0.6733899596 8.079379e-01 -4.607414e-01 0.1591190566
## KCTD12|Q96CX2 -0.1468716300 2.277292e-01 -4.720360e-01 -0.3811032467
## KCTD16|Q68DU8 -0.2989280945 -5.466637e-02 -8.855522e-03 -0.0621920316
## KHDRBS1|Q07666 -0.7753667862 -4.731453e-01 -1.048099e-01 -0.1674523456
## KHSRP|Q92945 0.0809168085 1.107608e-01 1.058976e-01 -0.0960330324
## KIAA1217|Q5T5P2-2 -0.0011597926 4.220406e-01 -2.321231e-01 0.0622859164
## KIF1A|Q12756-2 0.3615565211 -5.239642e-02 3.607362e-01 0.1106876400
## KIF21A|Q7Z4S6 0.3189827562 7.128479e-01 -3.596976e-01 -0.0780451617
## KIF2A|O00139-4 0.6124606486 5.859549e-01 -1.668892e-01 0.3727528781
## KLC1|G3V3H3 -0.0373792923 1.468179e-01 1.210200e-02 0.4526989535
## KLC2|Q9H0B6 -0.2011479473 -1.486192e-02 3.825312e-01 -0.1717713818
## KP3|O00505 -0.3467897968 -2.076782e-01 -1.743451e-01 -0.2368305562
## KPNB1|Q14974 -0.4385371916 -3.190672e-01 9.345697e-02 -0.6899567588
## KRAS|P01116-2 0.2176789941 4.360703e-01 -6.774188e-02 -0.1971748360
## KRT77|Q7Z794 0.0921770500 1.035602e-02 -2.409415e-01 0.3921306077
## KTN1|Q86UP2 0.3055113037 1.001439e-02 7.271314e-01 0.3048892871
## L2HGDH|Q9H9P8 0.4708209772 7.934932e-01 -5.368827e-01 0.1217487567
## LANCL1|O43813 -0.1658651338 5.114119e-02 -7.333376e-03 0.2461277136
## LANCL2|Q9NS86 0.7482960365 5.636858e-01 7.656353e-02 0.5847375777
## LAP3|P28838 -0.2110770799 -2.055422e-01 1.097352e-02 0.2399074314
## LASP1|Q14847 -0.2334042620 -3.863834e-01 3.453214e-01 -0.1619706734
## LDHB|P07195 -0.5862499746 -3.887264e-01 -2.150201e-01 -0.6563263466
## LETM1|O95202 0.4947939949 4.110433e-01 3.416076e-01 0.3093039029
## LGALSL|Q3ZCW2 0.0210824526 -5.532928e-02 3.241771e-01 0.3706240307
## LGI1|O95970 0.6372083918 5.998070e-01 -2.139311e-01 0.4310484074
## LIN7A|O14910 0.5707489420 6.450126e-01 -3.962355e-01 -0.0426928162
## LIN7C|Q9NUP9 -0.0845581470 -2.294854e-01 2.964070e-01 -0.2311244721
## LINGO1|Q96FE5 -0.1107399434 5.293326e-02 -1.426680e-01 -0.5137357058
## LM|P02545 -0.2064818221 -1.968004e-01 -1.792810e-01 0.1175344065
## LMNB1|P20700 0.4443990156 7.528853e-01 -2.758251e-01 0.1090965166
## LMNB2|J9JID7 -0.2011779745 -3.019956e-01 3.530944e-01 0.2319457642
## LNPK 0.1036365620 -1.733320e-01 6.353976e-01 0.2728414529
## LONP1|K7EKE6 0.9435043513 5.928448e-01 -6.504582e-02 0.4292043346
## LRP1|Q07954 -0.1985743753 -3.743723e-01 3.869601e-01 -0.0610245830
## LRPPRC|P42704 0.9367823726 7.460371e-01 -2.930047e-02 0.3425181136
## LRRC4B|Q9NT99 0.1139858686 3.829357e-01 -3.518171e-01 0.2584368305
## LRRC57|Q8N9N7 0.3208085843 3.636146e-01 -1.705945e-01 0.0223036078
## LRRC59|Q96AG4 0.3005336922 -1.132659e-02 7.090233e-01 0.2181808199
## LRRC7|Q96NW7 0.6399922402 8.274461e-01 -4.441332e-01 -0.0043376873
## LRRC8A|Q8IWT6 0.1535440757 1.320732e-01 3.601417e-01 0.2718723829
## LSAMP|Q13449 0.3146798463 1.051510e-02 9.677166e-02 0.2374056137
## LTA4H|P09960 -0.3817601918 -3.674487e-01 -1.174312e-01 -0.2838930787
## LXN|Q9BS40 0.2386789723 4.683385e-01 -4.469402e-01 -0.1733650808
## LYPLA2|O95372 -0.6543487745 -3.354089e-01 -1.707205e-01 -0.2560116604
## MACF1|H3BQK9 -0.2061893426 -3.619667e-01 -1.822063e-01 -0.2289189412
## MACROH2A1 -0.4510475147 -4.365119e-01 -2.605166e-02 -0.5657009010
## MADD|Q8WXG6 -0.1818231132 -1.658475e-02 -1.623645e-01 -0.1370977213
## MAG|P20916 -0.7508727306 -5.649989e-01 -2.008176e-01 -0.5368450980
## MAL2|Q969L2 -0.2006905504 -5.176322e-01 6.552340e-01 -0.0358916273
## MAOA|P21397 0.4631653194 3.621055e-01 9.550205e-02 0.0410583378
## MAOB|P27338 0.1445987685 5.272028e-01 -1.315600e-01 -0.2962302603
## MAP1A|E9PGC8 -0.8359484273 -8.134559e-01 2.967665e-01 -0.3977503370
## MAP1B|P46821 -0.7902644924 -7.541697e-01 2.782704e-01 -0.2972720171
## MAP1LC3A|Q9H492 -0.6030203571 -6.428009e-01 2.805336e-02 -0.3899534336
## MAP2|P11137-3 -0.5503678360 -6.680934e-01 3.127541e-01 0.0387849500
## MAP2|P11137-3.1 -0.8475171935 -8.386273e-01 2.964667e-01 -0.3584863344
## MAP2K1|Q02750 0.1449391119 -1.016561e-01 -3.273099e-02 0.4059081632
## MAP2K4|P45985 -0.6519153027 -3.299666e-01 -2.029391e-01 -0.2451781939
## MAP4|E7EVA0 -0.5746223498 -7.164487e-01 1.385943e-01 -0.0832254639
## MAP4|E7EVA0.1 -0.1650476276 -1.805159e-01 1.827148e-01 0.4090184856
## MAP6|Q96JE9 -0.1168065626 -2.241768e-01 2.645939e-01 0.1280184609
## MAP6D1|Q9H9H5 0.1388191743 1.241846e-01 4.551826e-01 -0.0475856195
## MAP7D1|Q3KQU3-4 -0.2105191821 -3.412966e-01 5.658295e-01 0.2327661634
## MAP7D2|Q96T17 0.0982909773 -2.025054e-01 5.335159e-02 0.5236476754
## MAPK1|P28482 -0.6784440859 -5.124650e-01 -3.373855e-01 -0.4218535260
## MAPK10|P53779-2 -0.1954715446 -1.758325e-01 -4.001439e-01 -0.2637249379
## MAPK3|P27361 -0.4651967061 -4.222073e-01 -2.963759e-01 -0.1451263461
## MAPRE2|Q15555-3 -0.0964082641 3.866829e-03 -1.841894e-02 0.3116339982
## MAPRE3|Q9UPY8 -0.1363768878 -1.858289e-01 5.481516e-01 -0.3566577323
## MAPT|P10636 0.0921995796 1.682962e-01 -2.384646e-02 0.4182806872
## MAPT|P10636.1 0.4834595119 5.256647e-01 -2.525265e-01 0.4173322352
## MARCKS|A0A087WZH7 0.1472431953 2.294743e-01 -1.201003e-01 -0.0815761374
## MARK1|Q9P0L2 0.4015029428 2.928639e-01 -4.474999e-02 0.1557215525
## MARK2|E9PC69 -0.1131830104 -3.036870e-01 4.075009e-01 -0.0420793078
## MARS1 -0.2570542642 -5.741273e-01 1.936559e-01 -0.3818669494
## MAT2A|P31153 -0.4069176712 -2.856540e-01 -1.595374e-01 -0.3565371648
## MATR3|P43243 0.0197446281 -2.799800e-01 4.015844e-01 -0.1867038270
## MB21D2|Q8IYB1 -0.0849805563 2.001399e-01 -2.212858e-01 0.2473908838
## MBP|P02686 -0.6952140330 -4.099476e-01 -3.958933e-01 -0.5199230701
## MCCC1|Q96RQ3 0.0754736520 -3.377459e-01 5.672941e-01 0.0065965169
## MCCC2|Q9HCC0 0.7201432217 5.674623e-01 1.554853e-02 0.2351543341
## MCU|Q8NE86 0.0089734866 -1.979615e-02 1.639680e-01 0.2159833745
## MDH1|P40925-3 -0.4562745183 -3.146373e-01 -3.643533e-01 -0.5016330503
## MDH2|P40926 0.0553355560 -2.484717e-02 -6.693934e-02 0.1527520235
## MDN1|Q9NU22 0.0325147908 -2.553292e-01 7.606477e-01 0.1418584600
## ME1|P48163 -0.2043972013 -4.786496e-01 1.394572e-02 0.0494351321
## ME2|P23368 0.4154976319 6.079404e-01 -4.312026e-01 0.2333443572
## ME3|Q16798 0.7031143806 8.022294e-01 -4.793675e-01 0.1035164628
## MFF|Q9GZY8 0.6381871932 5.923370e-01 -2.902488e-01 0.3169189137
## MFN2|O95140 0.5706756725 7.393485e-01 -2.443325e-01 0.2017667693
## MGLL|Q99685 0.2026710150 2.713346e-01 2.702826e-02 0.2547466260
## MGST3|O14880 0.5677846138 4.903599e-01 3.645088e-01 0.3317508181
## MICAL3|Q7RTP6 0.4777227789 2.392316e-01 1.088706e-01 0.7312192755
## MICOS13 0.2735420367 3.802782e-01 -6.328380e-01 -0.1266719573
## MIF|P14174 -0.3419394837 -1.848184e-01 -4.495280e-01 -0.0228777538
## MINK1|Q8N4C8-3 0.1420089971 1.170807e-01 -8.688208e-02 0.1192122119
## MMUT 0.6818357426 7.234516e-01 -3.872258e-01 0.2763963599
## MOBP|Q13875 -0.1962696168 1.459523e-02 -5.344399e-01 -0.5086266712
## MOG|Q16653 -0.7184876357 -6.247405e-01 1.101512e-01 -0.4126021573
## MPC1|Q5TI65 -0.4693123619 -3.385323e-01 7.613375e-02 0.0244175155
## MPC2|Q5R3B4 0.4786247443 4.826147e-01 2.699010e-01 0.0641877040
## MPI|P34949 -0.1490806372 1.890407e-01 -6.237766e-01 -0.3729348489
## MPP1|Q00013 -0.0777762855 -3.544470e-01 1.654219e-01 0.2958437273
## MPP2|B4DZ84 0.6207559170 7.949730e-01 -4.131750e-01 0.1422946608
## MPST|P25325-2 0.3077661661 1.811060e-01 -4.285535e-02 0.2254056282
## MRPS31|Q92665 -0.2184502909 2.208788e-01 -6.266071e-01 -0.0342879962
## MRRF|Q96E11 -0.2761735639 -6.529125e-02 1.556211e-02 -0.1313456365
## MSN|P26038 0.1063568489 2.551361e-02 1.541920e-01 0.1167372416
## MTARC2 -0.2271869039 -2.139026e-02 -1.852585e-01 -0.2945272144
## MTCH1|Q9NZJ7 0.6588857062 6.451116e-01 4.321949e-02 0.3253213817
## MTCH2|Q9Y6C9 0.3676390870 2.616554e-01 -2.366470e-01 0.0990685679
## MTCH2|Q9Y6C9.1 -0.3804853463 -2.426981e-01 -1.795491e-03 -0.4130520947
## MTDH|Q86UE4 0.4735343515 2.258163e-01 4.881506e-01 0.6543775352
## MTFP1|Q9UDX5 0.4938089971 4.574711e-01 5.121087e-02 0.0760520082
## MTFR1L|Q9H019 -0.1413942258 -5.212232e-01 6.405668e-01 -0.0949988726
## MTHFD1|F5H2F4 0.3902884175 3.456459e-01 -1.567149e-01 0.4509801409
## MTHFD1L|B7ZM99 0.9291081149 5.132300e-01 1.165325e-01 0.5321467348
## MTPN|P58546 -0.5851881814 -4.656017e-01 -2.769376e-01 -0.2223045889
## MTX1|A0A0A0MRK6 0.0207053472 2.999912e-02 -1.036144e-01 -0.2375526445
## MTX2|O75431 0.0774203649 5.404785e-01 -4.228863e-01 -0.4457053876
## MYH10|P35580-2 -0.7513604274 -4.292655e-01 -3.018617e-01 -0.6296140513
## MYH14|Q7Z406-6 0.0904793481 -1.765787e-01 2.357178e-01 0.1463262993
## MYH9|P35579 -0.5024237620 -3.634641e-01 -2.033424e-02 -0.1279429261
## MYL6|G8JLA2 -0.4582333361 -3.316215e-01 -1.476112e-01 -0.4877228450
## MYLK|Q15746 0.0387038542 7.900715e-02 -6.260256e-01 0.0702576333
## MYO18A|Q92614 -0.1319889119 -2.915247e-01 -8.230081e-02 -0.3014811994
## MYO5A|Q9Y4I1-2 0.0382288148 -1.895760e-01 5.290210e-01 -0.1089550281
## MYO6|A0A0A0MRM8 0.0573922745 2.351519e-01 -1.876848e-01 -0.4978098887
## A10|P41227 0.3111159173 3.176212e-01 -8.963370e-02 0.2959686827
## CA|E9PAV3 -0.6501402958 -6.875520e-01 3.523759e-01 0.1340982123
## DK2|Q4G0N4 0.4110329835 1.195927e-01 2.017771e-01 0.0196613683
## P1L1|H0YIV4 -0.1367609165 -2.386796e-01 -4.608963e-02 -0.0808513052
## P1L4|Q99733-2 -0.2621580247 -8.442352e-02 -2.865508e-01 0.0367804760
## PA|P54920 0.5086799155 5.874246e-01 -3.055882e-01 -0.0287162609
## PB|Q9H115 0.5634439647 7.081609e-01 -1.659559e-01 0.2424566782
## PG|Q99747 0.5563627041 7.185522e-01 -2.871437e-01 0.4348572882
## XD -0.0257598443 -2.086170e-01 1.552761e-01 -0.1857744379
## XE -0.0197278349 3.710843e-01 -7.564581e-01 -0.1722644027
## NBEA|Q8NFP9 -0.6041380524 -3.443046e-01 -2.144642e-02 -0.5108677741
## NCALD|P61601 0.4697060261 5.569928e-01 -1.432088e-01 0.6065804606
## NCAM1|P13591-1 0.2102900989 3.209442e-01 4.733928e-02 0.7394338060
## NCAM1|P13591-2 0.3865568059 1.310369e-01 2.852020e-01 0.8168622932
## NCAM1|P13591-3 0.0397128128 1.153511e-01 -2.534248e-02 0.6970197455
## NCAM2|H9KV31 0.2260513518 5.241659e-01 -5.821882e-01 0.0400802866
## NCAN|O14594 0.1632693066 2.798605e-01 -3.067952e-01 -0.0677462611
## NCDN|Q9UBB6 -0.6289480938 -6.752353e-01 8.439956e-02 -0.5295038567
## NCEH1|Q6PIU2 0.1538804312 -1.770473e-01 5.227761e-01 0.0421017092
## NCKAP1|Q9Y2A7-2 0.2806462556 6.061967e-01 -4.139185e-01 -0.0973933848
## NCKIPSD|Q9NZQ3 -0.2025000281 -1.508171e-01 -4.984357e-02 -0.1800042248
## NCL|P19338 0.2859914682 1.542313e-01 -1.112483e-02 0.3963113995
## NCLN|Q969V3 0.4449899699 3.744568e-01 6.208318e-02 -0.0717908854
## NCS1|P62166 -0.0042867792 -1.877311e-01 1.903778e-01 -0.3131914334
## NDRG1|Q92597 0.2120529319 2.892174e-01 -5.840783e-02 -0.2215385034
## NDRG2|Q9UN36 -0.0226194564 2.063784e-01 -7.560068e-01 -0.3534670353
## NDRG3|Q9UGV2 -0.3053310703 -4.052505e-01 -1.572056e-01 -0.3289373214
## NDRG4|Q9ULP0-6 0.0485251946 4.864778e-02 -4.760740e-01 -0.0904283471
## NDUFA10|O95299 0.7327172791 6.262260e-01 1.162488e-02 0.3679936768
## NDUFA11|Q86Y39 -0.2048545260 -3.848728e-01 3.864363e-01 -0.1124853079
## NDUFA12|Q9UI09 0.2744750693 3.683147e-01 -1.669222e-02 -0.0876530237
## NDUFA13|Q9P0J0 0.2296668420 -5.624343e-02 3.665188e-01 0.5104018344
## NDUFA2|O43678 0.3118805912 2.453503e-01 1.367518e-01 0.5548543870
## NDUFA4|O00483 0.1244113739 -3.384193e-02 1.959948e-01 0.1268249484
## NDUFA5|Q16718 0.3750127056 2.482271e-01 3.696701e-02 0.1520895429
## NDUFA7|O95182 0.1953427264 3.212336e-01 2.111528e-03 0.0194910494
## NDUFA9|Q16795 0.9232021959 6.893974e-01 -1.135527e-01 0.2186135462
## NDUFAF5|Q5TEU4 0.3594735501 2.522819e-01 -1.220516e-01 0.6384237374
## NDUFB10|O96000 -0.2649201173 -2.994181e-01 7.987636e-02 0.4166172182
## NDUFB3|O43676 -0.2054607225 -1.925147e-01 6.326819e-01 -0.0248103046
## NDUFB4|O95168 0.6557230165 5.342546e-01 1.361553e-01 0.3321668670
## NDUFS1|P28331 0.8660507658 6.488711e-01 1.108429e-01 0.3920464090
## NDUFS2|O75306 0.9535185135 7.066727e-01 -2.144950e-02 0.3839301396
## NDUFS3|O75489 0.8564060826 5.950145e-01 -6.369000e-02 0.3003942181
## NDUFS7|O75251 0.5911671324 4.746831e-01 1.750093e-01 0.0284129032
## NDUFS8|O00217 0.6678800181 4.435878e-01 1.918066e-01 0.2724132028
## NDUFV1|G3V0I5 0.9647408258 6.626632e-01 -8.145997e-02 0.4144691307
## NDUFV2|E7EPT4 0.3271723136 1.774987e-01 -2.356904e-01 0.1980836086
## NEBL|O76041-2 -0.3745619164 -4.786530e-01 5.749527e-01 0.1756024407
## NECAB1|Q8N987 -0.2758489730 -1.092674e-01 -2.860735e-01 -0.0845955352
## NECAB2|Q7Z6G3 -0.2412066345 -1.793734e-01 -2.050295e-01 -0.3792458479
## NECAP1|Q8NC96 -0.1475615507 -1.670881e-02 -2.042138e-01 -0.5333737852
## NECTIN1 0.2283870489 3.109273e-01 -3.755900e-01 0.0022945118
## NEDD4 -0.1184611057 1.246863e-01 -5.713838e-01 -0.1306515323
## NEFH|P12036 -0.7897636633 -8.060287e-01 1.902646e-01 -0.4004706864
## NEFL|P07196 -0.7605870633 -8.650078e-01 3.829057e-01 -0.3912690126
## NF1|P21359-6 0.2481668875 2.976757e-01 1.192080e-01 0.2835510008
## NFASC|O94856-9 -0.0854261784 1.951381e-02 -1.286707e-01 -0.0237418962
## NGEF|Q8N5V2 -0.8510379228 -6.088442e-01 -2.458014e-03 -0.4425702773
## NIPS P1|Q9BPW8 0.4761611175 7.307636e-01 -2.159874e-01 -0.0538756149
## NIPS P2 0.6923133238 8.106222e-01 -3.455972e-02 0.1489425977
## NLGN2|Q8NFZ4 0.5022543754 7.325324e-01 -6.062909e-01 0.3551261947
## NLGN3|Q9NZ94 0.5731747367 7.470957e-01 -5.118071e-01 0.1322898647
## NME1|P15531 -0.0445149837 1.080551e-01 -7.557267e-01 -0.3231390766
## NME1-NME2 -0.6561721580 -6.691571e-01 3.239631e-02 -0.5887891135
## NNT|Q13423 0.3554379047 2.089186e-01 1.447998e-02 0.2213565989
## NOS1|C9J5P6 -0.2320397325 4.784974e-02 -2.749313e-01 -0.2228411292
## NPEPPS|E9PLK3 -0.5641908794 -4.118674e-01 -3.618195e-01 -0.5346655938
## NPRL2|Q8WTW4 0.0924213341 -2.876574e-01 -2.256828e-02 0.6723090584
## NPTN|Q9Y639-5 -0.2140555635 -5.741989e-02 -4.395688e-01 -0.1885909821
## NPTX1|Q15818 0.0743046020 8.413519e-02 -1.085243e-01 -0.4297911100
## NPTXR|O95502 -0.6291942485 -3.919124e-01 7.015898e-02 -0.7025583558
## NRCAM|Q92823-3 0.2130892992 1.678670e-01 -2.786742e-01 0.1748394953
## NRGN|Q92686 -0.6360709325 -2.566023e-01 -1.898099e-01 -0.3546201689
## NRXN1|E7ERL8 0.3912955170 1.952122e-01 1.447477e-01 -0.1741311477
## NSF|P46459 0.9031373445 6.647997e-01 3.488136e-02 0.4779558690
## NSFL1C|Q9UNZ2-5 -0.5858187380 -3.863697e-01 -1.043885e-01 -0.5451100427
## NT5DC3|Q86UY8 -0.0713088033 -2.322919e-01 2.576305e-01 0.2028363582
## NTM|Q9P121-4 0.2433136828 6.009857e-01 -6.722660e-01 0.1267840419
## NTRK2|Q16620-4 0.4192008081 5.032236e-01 -3.736627e-01 -0.1714599947
## NUDC|Q9Y266 -0.7578000429 -6.861759e-01 2.347880e-01 -0.2954538974
## NUDCD2|Q8WVJ2 0.1207626404 -3.500501e-02 -4.726279e-02 -0.0768951205
## NUDT2|P50583 -0.4651238599 -4.199199e-01 -3.072270e-01 -0.0669019668
## NUMBL|Q9Y6R0 0.1949563415 2.190050e-01 -1.711744e-01 0.2200718468
## OAT|P04181 0.2173460560 -3.234505e-01 4.691935e-01 0.1950509287
## OCRL|Q01968 -0.1805182803 -2.887637e-02 -1.952822e-01 -0.4087436009
## OGDH|E9PCR7 0.5693262484 5.722846e-01 2.362418e-01 0.3137800818
## OGDH|E9PCR7.1 0.7967621465 7.876807e-01 -1.507057e-01 0.3420540330
## OGDHL|Q9ULD0 0.8001032209 6.249166e-01 -1.257851e-01 0.5710067177
## OGT|O15294 -0.2680799850 -1.390420e-01 8.440407e-03 -0.3215387570
## OLA1|Q9NTK5 -0.2005302211 -1.516691e-01 -4.009545e-01 -0.3036693879
## OPA1|O60313-2 0.9597813667 6.264739e-01 -8.190911e-02 0.4402474458
## OPCML|Q14982 0.3503348882 1.020196e-01 9.016668e-02 0.5459933413
## OSBPL11|Q9BXB4 -0.1649931896 -1.711217e-01 -1.675954e-01 0.4043794809
## OTUB1|J3KR44 -0.8692035934 -6.311755e-01 -1.296373e-01 -0.5203913981
## OXCT1|P55809 0.5537837727 5.594961e-01 -2.128008e-01 -0.1501275224
## OXR1|Q8N573 0.0263040880 4.748697e-01 -7.222038e-01 -0.1878164490
## P4HB|P07237 0.3833085412 5.390689e-02 2.438712e-02 -0.0278102468
## PA2G4|Q9UQ80 0.0337400092 -2.025200e-01 2.870818e-01 0.1733437965
## PACS1|Q6VY07 0.3021840319 7.042911e-02 -1.556554e-01 0.0512891933
## PACSIN1|Q9BY11 -0.0804362172 1.314908e-01 -3.773917e-01 -0.1523957034
## PACSIN2|Q9UNF0-2 0.3821396215 3.127224e-01 -3.285382e-03 0.1015867357
## PAFAH1B1|P43034 0.1691645869 4.639325e-01 -2.210422e-01 0.4968685151
## PAFAH1B2|P68402 -0.3680458390 1.445347e-02 -5.258401e-01 -0.5120030493
## PAICS|P22234 -0.5515606711 -7.508225e-01 3.953253e-01 -0.2363145091
## PAK1|Q13153 -0.0604219773 2.634843e-01 -7.155275e-01 -0.5767474296
## PAK2|Q13177 -0.4712312691 -3.522083e-01 -4.387129e-02 -0.3372996993
## PAK3|O75914 -0.3745562594 6.569674e-02 9.674866e-02 -0.2827937249
## PALM|O75781 0.2630912389 8.189022e-02 4.803526e-02 0.2036649306
## PALM2AKAP2 0.0595845064 1.397893e-01 -1.138229e-01 0.1465264283
## PARK7|Q99497 -0.1538634734 -1.215544e-01 -1.230973e-01 0.0134728285
## PC|P11498 0.4330301663 -3.808927e-02 5.027613e-01 0.1740650037
## PCBP1|Q15365 -0.4389073498 -6.411546e-01 4.341812e-01 -0.1518941743
## PCBP2|Q15366-3 -0.4666630063 -7.852177e-01 5.075085e-01 -0.4070221627
## PCBP3|E9PFP8 0.0911815306 -1.236065e-01 1.807824e-01 -0.0279297945
## PCCA|P05165 0.3749238420 1.183247e-01 4.219528e-01 0.0702763238
## PCCB|P05166 0.9291161154 6.354037e-01 -1.418039e-02 0.4473191990
## PCDH1|Q08174-2 0.3035542275 1.301634e-01 3.807975e-01 0.4339491768
## PCDH1|Q08174-2.1 0.4717131857 5.333063e-01 -2.578364e-01 0.2228829436
## PCDH8|O95206 0.3492410662 3.617089e-01 -4.258712e-01 -0.1466943076
## PCK2|Q16822 0.7120403906 5.827296e-01 4.515169e-03 0.2717037231
## PCLO|Q9Y6V0-5 -0.0409727877 4.071817e-01 -5.398013e-01 -0.1884460650
## PCMT1|P22061 0.1186615791 -1.994060e-01 -2.092657e-02 0.5406889627
## PCSK2|P16519 -0.1500214283 -4.136142e-01 5.201578e-02 0.4775925193
## PDAP1|Q13442 -0.4564972376 -4.985210e-01 2.544416e-01 0.1411033923
## PDCD6|O75340 0.1025550843 -4.779830e-02 -1.152690e-01 0.2001575163
## PDE10A|Q9Y233-2 0.0620105804 3.902323e-01 -1.285205e-02 -0.0915060427
## PDE1A|P54750-4 -0.4343571295 -2.307936e-01 -2.280502e-01 -0.0686262185
## PDE1B|Q01064 -0.2678916035 -1.775694e-01 -3.970923e-02 -0.2984538534
## PDE2A|O00408-2 0.7806278824 6.727355e-01 -1.636990e-01 0.3695331694
## PDE4B|Q07343-3 0.2142821169 2.886231e-01 5.241738e-02 0.2789010537
## PDHA1|P08559 0.6812582593 8.388777e-01 -3.080432e-01 0.0404136234
## PDHB|P11177 0.5157462927 4.295534e-01 -1.869566e-02 0.2279018598
## PDHX|O00330 0.0040474671 1.876421e-01 1.749726e-01 -0.2431449059
## PDIA3|P30101 0.2178820323 -3.162198e-01 6.152881e-01 0.1033902342
## PDIA4|P13667 0.1641824157 5.725671e-03 2.409881e-01 0.3393277390
## PDIA6|Q15084 0.1285107848 -2.151600e-01 2.664757e-01 0.1451975062
## PDK1|Q15118 0.3797828890 7.633620e-01 -2.449974e-01 0.1001072706
## PDK2|Q15119 0.7403249393 4.844474e-01 2.667965e-01 0.3871750418
## PDK3|Q15120 0.8447358110 6.588274e-01 -5.722600e-02 0.4830679814
## PDPR|Q8NCN5 -0.7296321689 -4.145572e-01 1.541256e-01 -0.3267662340
## PDXK|O00764 -0.2500760455 -4.224763e-01 -1.334993e-01 -0.2221567228
## PDXP|Q96GD0 -0.0966066543 -3.175611e-01 4.650928e-01 0.1880945575
## PEX5L|Q8IYB4-3 0.0980104279 1.959109e-01 -2.848927e-01 0.0416797646
## PFKL|P17858 -0.4114201541 -8.269615e-02 -3.350511e-01 -0.3729733387
## PFKM|P08237 -0.2989751237 -2.536270e-01 -3.814812e-01 -0.4345615931
## PFKP|Q01813 -0.6228556422 -5.007476e-01 -2.421843e-01 -0.6541003282
## PFN2|P35080 -0.0947787960 2.033677e-01 -8.104419e-01 -0.4817158472
## PGAM1|P18669 -0.5760577176 -5.185045e-01 -3.650108e-01 -0.4463480409
## PGAM5|Q96HS1 0.5425730238 3.334205e-01 2.874544e-01 0.7193988039
## PGD|P52209-2 -0.5565493383 -3.542509e-01 -4.162109e-01 -0.6471905555
## PGK1|P00558 -0.7413879701 -3.116634e-01 -4.259628e-01 -0.6756544785
## PGLS|O95336 -0.1251258591 -5.474749e-01 8.665675e-02 0.0220624192
## PGM2|Q96G03 -0.6266544007 -4.619138e-01 -2.982126e-01 -0.3984118671
## PGM2L1|Q6PCE3 -0.6662491881 -4.863310e-01 -2.878338e-01 -0.6545200723
## PGP|A6NDG6 0.1187408419 -4.794078e-02 2.191322e-01 0.2462746298
## PGRMC1|O00264 -0.1731438443 -4.813908e-01 6.234457e-01 0.1450512497
## PHACTR1|Q9C0D0 -0.2597283378 -5.392093e-01 6.710975e-01 -0.1572132971
## PHB2|Q99623 0.6307884882 7.460575e-01 6.760617e-03 0.2626858718
## PHF24 -0.0431449284 -3.418869e-01 5.598846e-01 0.1060662452
## PHGDH|O43175 -0.4911665972 -4.355128e-01 -3.091485e-01 -0.6043732647
## PHYHIP|Q92561 -0.7772847402 -5.286009e-01 -4.130274e-02 -0.5602482726
## PHYHIPL|Q96FC7 -0.1650703215 -4.054987e-01 1.984702e-01 -0.0111880934
## PI4KA|J3KN10 0.6091977500 8.507572e-01 -2.935389e-01 0.0864488746
## PICALM|Q13492 -0.3152655459 1.549470e-01 -5.249025e-01 -0.3247924755
## PIP4K2B|P78356 0.6732814634 5.961803e-01 -1.875862e-01 0.2566693473
## PIP4K2C|Q8TBX8 -0.1032610038 -2.735028e-01 3.349729e-01 0.0239703583
## PIP5K1C|O60331 -0.1060217981 6.803764e-02 -4.478732e-01 0.2296247271
## PITP|Q00169 -0.3311392872 -2.611917e-01 -2.499174e-01 -0.5643083716
## PITPNM1|O00562 -0.3328485535 -1.476349e-01 2.174401e-01 0.3754450474
## PITPNM2|Q9BZ72-2 0.1565560070 -2.852800e-01 7.664727e-01 0.2590579932
## PKM|P14618 -0.2450974951 -1.642527e-01 -5.054652e-01 -0.4198438947
## PKM|P14618.1 0.2136052636 -1.700949e-01 3.535657e-01 0.7070217149
## PKP4|Q99569 0.5175826160 4.840053e-01 2.201709e-01 -0.1832174891
## PLAA|Q9Y263 -0.1312444979 1.307311e-01 -5.477216e-02 -0.2884542551
## PLCB1|Q9NQ66 0.3699935963 6.129881e-01 -6.479750e-01 -0.0745901958
## PLD3|Q8IV08 0.2922955233 8.258438e-02 2.449385e-01 0.4866631528
## PLEC|Q15149-3 -0.4250746584 -6.108731e-01 3.861720e-01 0.3489630490
## PLEC|Q15149-3.1 -0.7652385343 -5.379599e-01 -1.353384e-01 -0.4958728583
## PLEKHA5|Q9HAU0-6 0.0180269174 -1.176773e-01 3.252909e-01 0.0168115973
## PLP1|P60201 -0.5708550835 -2.626255e-01 -5.883230e-01 -0.6199815250
## PLPPR2 0.3129253777 -6.325964e-02 4.192465e-01 0.1175905838
## PLPPR3 0.3211003853 4.946651e-01 -5.890483e-03 0.1544316948
## PLPPR4 0.5172378627 6.383333e-01 -6.626947e-02 0.1026828173
## PLS3|P13797 0.2138410289 -1.226734e-01 -6.038375e-02 -0.1002884583
## PLX 4|Q9HCM2 0.5234493597 6.416120e-01 -1.371607e-01 0.2303484602
## PMM1|Q92871 -0.0378663571 8.285713e-02 5.809420e-02 -0.5423094695
## PNP|P00491 -0.3137439559 -2.813983e-01 4.855937e-02 -0.3736147941
## POR|P16435 -0.0775905826 6.838449e-03 2.579554e-01 0.0899942056
## PPA1|Q15181 0.2287761932 -4.937231e-03 1.923504e-04 0.4659844982
## PPA2|Q9H2U2 -0.0800235817 1.178594e-01 2.185114e-01 0.0547292992
## PPFIA3|O75145 0.2422280223 4.993650e-01 -5.893879e-01 -0.1500075635
## PPID|Q08752 -0.5200060140 -2.044061e-01 1.639515e-01 -0.4985567259
## PPM1A|P35813 -0.1477274780 -6.565984e-02 -7.932749e-02 0.3013416846
## PPM1E|Q8WY54 -0.4893505039 -4.624562e-01 -1.142112e-01 -0.6534001007
## PPM1H|Q9ULR3 -0.4897770208 -3.916350e-01 -2.452593e-02 -0.0698790131
## PPM1H|Q9ULR3.1 -0.3410924749 -2.859482e-01 2.745269e-01 -0.3905522127
## PPM1L|Q5SGD2 -0.0744299748 -3.441312e-01 3.569513e-01 0.7524347213
## PPME1|Q9Y570 -0.7302643418 -8.250705e-01 4.506920e-01 -0.3248007196
## PPP1CA|P62136 -0.5037998028 -2.903903e-01 -2.730736e-01 -0.6961814580
## PPP1CB|P62140 -0.2988176920 -1.902107e-01 -2.416520e-01 -0.2741022182
## PPP1CC|P36873 -0.2095400201 -3.752692e-01 -1.176984e-01 -0.3004670812
## PPP1R1B|Q9UD71 -0.4854682214 -4.712965e-01 -6.806702e-02 -0.5679366254
## PPP1R9A|Q9ULJ8-5 -0.6119018312 -2.936349e-01 -4.019801e-01 -0.3196581667
## PPP1R9B|D3DTX6 -0.7186557775 -5.809417e-01 1.897237e-02 -0.5262373847
## PPP2CA|P67775 0.4637556622 3.010342e-01 -2.297071e-01 0.0864085006
## PPP2CB|P62714 -0.4852271722 -4.842689e-01 -1.583666e-01 -0.4740250243
## PPP2R1A|P30153 -0.4432503894 -3.252292e-01 -3.812037e-01 -0.5575900180
## PPP2R2A|P63151 -0.4549957405 -2.825846e-01 -5.053021e-01 -0.5005922121
## PPP2R5D|Q14738 -0.0864528763 -1.028950e-01 -2.457668e-01 -0.1405614622
## PPP2R5E|Q16537 -0.2903338434 9.349896e-03 -2.002502e-01 -0.0823276535
## PPP3CA|Q08209 -0.4922847342 -4.683214e-01 1.476694e-01 -0.6406839071
## PPP3CB|P16298 0.0441205930 2.791829e-01 -3.898869e-01 -0.3139445821
## PPP3R1|D3YTA9 -0.3146681357 -2.140079e-01 4.979013e-02 -0.1367173005
## PPP5C|H0YDU8 -0.2640529622 7.887746e-02 -3.786864e-01 -0.4698239746
## PPT1|P50897 0.3279245120 1.292666e-01 3.986342e-01 0.3489422037
## PRDX1|Q06830 0.0052947710 2.149205e-01 -6.139570e-01 0.1690255029
## PRDX2|P32119 -0.4928951588 -2.646188e-01 -5.462481e-01 -0.3609923279
## PRDX3|P30048 0.7577978001 6.300151e-01 -2.651254e-01 0.4912164364
## PRDX5|P30044 0.6255088904 4.682872e-01 -4.496917e-01 0.2578614923
## PRDX6|P30041 -0.3542088502 -1.356250e-01 -6.638048e-01 -0.5364602823
## PREP|P48147 -0.2841483576 -3.630407e-02 -1.407439e-01 -0.0563644312
## PREPL|Q4J6C6 -0.2095806784 1.960875e-01 -2.635425e-01 -0.4622549856
## PRICKLE2|Q7Z3G6 0.0537538914 -2.675345e-01 3.934840e-01 0.6428447352
## PRICKLE2|Q7Z3G6.1 -0.7791123768 -7.340157e-01 2.608087e-01 -0.4932253121
## PRKACA|P17612 0.0708060556 1.265926e-01 -1.459991e-01 -0.2700619090
## PRKACB|P22694-9 -0.4844473927 -6.366840e-02 -4.097908e-02 -0.2420234598
## PRKAR1A|P10644 0.1468333879 2.109356e-01 -1.402127e-01 0.1159663805
## PRKAR1B|P31321 0.2902898940 2.219979e-01 7.405224e-02 0.2087381672
## PRKAR2A|P13861 0.0569348931 4.195988e-01 -2.646786e-01 0.1740286519
## PRKAR2B|P31323 0.7266113641 7.304935e-01 -1.730803e-01 0.3285120162
## PRKCA|P17252 0.0317136904 -9.990103e-02 4.337566e-02 0.4555294641
## PRKCB|P05771-2 -0.2275713657 -1.762493e-02 -5.555916e-01 -0.6782127446
## PRKCE|Q02156 -0.5934612259 -3.440710e-01 -2.797840e-01 -0.4786058833
## PRKCG|P05129 -0.1175076104 1.158265e-01 -6.633490e-01 -0.5506128213
## PRMT1|E9PKG1 -0.3010760552 1.796871e-01 -4.780700e-01 -0.0793903207
## PRODH|O43272 0.6562044002 4.962687e-01 -9.479558e-02 -0.0022635803
## PRPS1|P60891 -0.4958996791 -6.148403e-01 3.275214e-01 0.0465959360
## PRPSAP2|O60256 -0.3314964382 -1.951018e-01 -1.358559e-02 -0.1656308657
## PRRC2A|P48634 0.2417858135 1.573314e-01 2.854887e-01 0.5326548619
## PRRT1|Q99946 -0.1367834635 -1.146455e-02 -1.200424e-01 0.1719551511
## PRRT2|Q7Z6L0 -0.1047290712 -3.189310e-01 -2.476780e-01 0.0236497738
## PRRT3|Q5FWE3 0.6705382708 6.856168e-01 -4.987526e-01 0.0522011776
## PRUNE1 -0.6191687101 -2.855873e-01 5.027033e-02 -0.2372778054
## PRXL2A -0.3464278809 -4.675854e-01 4.102624e-01 0.0339130862
## PRXL2B 0.0055846579 2.233298e-01 -2.590448e-01 -0.1385343619
## PSAT1|Q9Y617 -0.7558556174 -5.566924e-01 -7.169507e-02 -0.4511427916
## PSD3|Q9NYI0 -0.6296942651 -6.262633e-01 2.650250e-01 -0.2011578217
## PSIP1|O75475 -0.4699646124 -3.641954e-01 -4.062575e-02 -0.3746644932
## PSMA1|P25786 -0.1210393357 -3.717500e-01 5.712164e-01 0.2039109109
## PSMA2|P25787 0.2199681844 1.315776e-01 -5.030426e-01 0.3213509200
## PSMA3|P25788 0.2139106843 3.557793e-01 -3.397878e-01 0.6021696182
## PSMA4|P25789 -0.1088915373 1.496207e-02 -3.229378e-01 0.2801374504
## PSMA5|P28066 0.1998005415 1.761341e-01 -3.536448e-01 0.5134336889
## PSMA6|P60900 0.0275687422 -1.284055e-01 1.959504e-01 -0.0485035803
## PSMA7|O14818 -0.1846483370 -3.608505e-01 -2.877798e-02 0.3562981796
## PSMB1|P20618 -0.5696030345 -4.785681e-01 -3.404356e-01 -0.0683772061
## PSMB2|P49721 0.0765934114 2.276643e-01 -1.206939e-01 0.5671293565
## PSMB3|P49720 -0.0514056049 -1.372238e-01 -2.062272e-01 0.4032226810
## PSMB4|P28070 0.3895078506 2.954689e-01 -1.777483e-01 0.5703841361
## PSMB5|P28074 -0.5847125369 -4.130597e-01 -1.615219e-01 -0.0892640841
## PSMB6|P28072 -0.4996491502 -5.003523e-01 3.110278e-01 -0.0802102843
## PSMB7|Q99436 0.3549910758 6.464019e-01 -7.087303e-01 -0.1438468753
## PSMC1|P62191 -0.0194523826 -8.033410e-02 -1.377012e-01 -0.1603899571
## PSMC2|P35998 -0.3915876171 -6.321982e-01 1.137735e-01 -0.3532094307
## PSMC4|P43686 -0.5998209349 -6.229784e-01 7.379125e-02 -0.5478494642
## PSMC5|P62195 -0.7375097292 -4.641667e-01 -1.972170e-01 -0.7478851833
## PSMC6|A0A087X2I1 -0.2790609285 -2.609071e-01 -1.468700e-01 -0.3312207377
## PSMD11|O00231 -0.1825427955 6.852142e-02 -5.782102e-01 -0.4698772956
## PSMD12|O00232 0.1020423555 1.485253e-01 -2.576647e-01 -0.3446024155
## PSMD13|Q9UNM6 0.3055027195 2.026926e-01 -2.962828e-01 0.2715064798
## PSMD14|O00487 -0.1715452317 8.711421e-02 -2.373878e-01 -0.7123544838
## PSMD2|Q13200 0.3505421565 4.414972e-01 -3.956743e-01 0.2030643853
## PSMD3|O43242 0.5500418111 8.169493e-01 -4.921941e-01 0.1920482930
## PSMD5|Q16401 -0.3585327082 -1.045533e-01 -1.821969e-02 -0.4355790483
## PSMD6|Q15008 -0.3090875749 -2.321184e-01 -4.179002e-01 -0.0726573189
## PSMD8|P48556 -0.4337112737 -2.616693e-01 8.427512e-02 0.0724293378
## PSME1|Q06323 -0.1664463921 -3.580596e-01 6.292385e-01 -0.0212610467
## PTGES3|Q15185-4 0.3818353717 1.504316e-01 3.362856e-02 0.1525005917
## PTK2B|Q14289 -0.6233155741 -4.984662e-01 2.418636e-01 -0.4297864318
## PTPA -0.5028766759 -2.677344e-01 -5.864172e-01 -0.5184010642
## PTPN11|Q06124 -0.3050028653 -1.273480e-01 -1.876594e-01 0.0955664241
## PTPRA|P18433 -0.2986938884 -7.409045e-01 6.082917e-01 0.2882328049
## PTPRD|P23468-6 0.3425923904 5.572598e-01 -3.948389e-01 0.5928004607
## PTPRS|Q13332-2 0.5777762879 7.798195e-01 -3.225102e-01 0.2489507854
## PURA|Q00577 -0.0484655474 -4.369713e-01 8.425341e-01 0.1124759161
## PURB|Q96QR8 0.1086687479 2.021909e-02 4.584722e-01 -0.1909481811
## PYCR2|Q96C36 0.3135085332 8.566086e-02 4.636382e-02 -0.0917253447
## PYGB|P11216 -0.3788778947 -1.823125e-01 -5.385448e-01 -0.4736046126
## PYGM|P11217 -0.0271762424 2.181631e-01 -7.694151e-01 -0.4041372706
## QDPR|P09417 -0.6359255910 -5.401766e-01 1.094784e-04 -0.6058836382
## RAB10|P61026 0.3267136540 1.672516e-01 2.060899e-01 0.1882832578
## RAB11B|Q15907 -0.0163924745 1.513951e-01 -9.560266e-02 -0.0389698856
## RAB11FIP2|Q7L804-2 0.0613085969 3.671323e-01 -1.341340e-01 0.1666945019
## RAB12|Q6IQ22 0.7971567364 7.205117e-01 -6.874955e-03 0.2977266931
## RAB14|P61106 0.6772383901 2.701700e-01 2.227967e-01 0.2272703259
## RAB18|Q9NP72 0.1372260173 1.222737e-01 2.524692e-01 0.0944130584
## RAB1A|P62820 0.2351337819 1.629410e-02 2.835763e-01 -0.1278489929
## RAB1A|P62820.1 0.2918930834 1.905623e-01 2.627854e-01 -0.1857024248
## RAB1B|Q9H0U4 -0.1791251718 -3.680840e-01 2.009355e-01 -0.2626015354
## RAB21|Q9UL25 0.8019391204 4.574762e-01 -1.561419e-01 0.3024845172
## RAB2A|P61019 0.4278923975 2.774464e-01 5.420299e-01 0.1760461090
## RAB35|Q15286 0.1531797799 4.744287e-01 -8.880533e-02 -0.1852228559
## RAB39B|Q96DA2 0.1399735820 -9.373013e-02 3.571377e-01 0.2806526315
## RAB3A|P20336 0.5676395615 4.772340e-01 -2.158182e-01 0.2140264096
## RAB3B|P20337 0.3322076378 5.871444e-01 -5.883950e-01 -0.0093368227
## RAB3C|Q96E17 0.7471468960 6.948039e-01 -2.702408e-01 0.3076578912
## RAB3D|O95716 0.5946088044 8.261428e-01 -3.905494e-01 -0.1573864947
## RAB3GAP1|Q15042-3 -0.1075410448 -2.280263e-01 1.797957e-01 0.0980057916
## RAB3GAP2|Q9H2M9 -0.2970832450 -4.788248e-01 4.439093e-01 -0.2893760226
## RAB5A|P20339 -0.1354846231 -8.412884e-02 3.018988e-01 0.0563215777
## RAB5B|P61020 0.0386631232 3.735388e-01 -4.700861e-01 -0.1731525617
## RAB5C|P51148 0.2854605910 -1.943945e-01 6.328746e-01 0.1354187025
## RAB6A|P20340 0.1528341732 2.904254e-01 4.496082e-02 0.2089993665
## RAB6B|Q9NRW1 0.0431693321 -3.257463e-01 5.225151e-01 -0.1799923833
## RABGGTA|Q92696 -0.4362068156 -4.160837e-01 1.423964e-01 -0.4374087981
## RAC1|P63000 0.6616420586 5.024955e-01 2.355718e-01 0.3066892640
## RACK1 -0.0514648273 -4.938745e-01 7.612760e-01 -0.0429199194
## RALA|P11233 0.4846595775 1.636954e-01 4.106213e-01 0.0358203542
## RANBP1|P43487 -0.0008004534 1.736802e-01 -2.505994e-01 -0.0801862607
## RANGAP1|P46060 -0.4304695852 -3.032833e-01 2.522295e-01 -0.0341120980
## RAP1B|F5GZG1 0.5507594502 4.418072e-01 -9.405947e-02 -0.3355595118
## RAP1GAP|X6R8W7 -0.0261469551 -1.231556e-01 2.199047e-02 0.1745964633
## RAP1GAP2|Q684P5 -0.2456215639 -4.092272e-02 -2.978429e-01 0.4959515823
## RAP1GDS1|P52306-3 -0.6164949334 -5.358360e-01 -2.490668e-01 -0.4696773352
## RAP1GDS1|P52306-3.1 0.1763262320 6.596593e-03 -1.271707e-01 0.0424237794
## RAP2A|P10114 0.4041494877 7.253065e-01 -4.458867e-01 0.0713557670
## RAP2B|P61225 0.5631260155 5.517479e-01 6.998305e-02 0.1286200933
## RAPGEF2|Q9Y4G8 -0.2079800793 -4.480850e-02 -2.498262e-01 0.0452139489
## RAPGEF4|Q8WZA2 0.1096289652 1.909818e-01 -3.126692e-01 -0.5745611477
## RASAL1|O95294-4 0.0552483674 1.270629e-01 -3.697240e-01 0.0366326640
## RASGRF1|Q13972 -0.6335527672 -5.925491e-01 1.722760e-01 -0.1455845500
## REEP5|Q00765 -0.0014558070 -3.098707e-01 6.544411e-01 0.1008982584
## RELCH -0.5759960126 -5.281657e-01 7.946143e-02 -0.5072494383
## REPS1|Q96D71 -0.3700203750 -3.515548e-01 -1.475652e-01 -0.0161653948
## RGS6|P49758-3 0.1494968839 3.525733e-01 -3.303347e-01 -0.0618430055
## RGS7|P49802 0.5009936938 8.050748e-01 -3.465648e-01 0.2112846590
## RHEB|Q15382 -0.1000917007 -2.089086e-01 -1.900189e-01 0.0606498678
## RHOA|P61586 0.7918052648 5.506946e-01 1.919212e-01 0.4142542848
## RHOB|P62745 0.6235902215 3.160705e-01 3.671343e-01 0.4263605520
## RHOT1|Q8IXI2-7 0.1309489918 8.619498e-03 -1.855599e-01 -0.0373059068
## RIMS1|Q86UR5 0.4470898588 4.237869e-01 -2.410643e-01 -0.0400916554
## RNF14|Q9UBS8 -0.5402173647 -3.833929e-01 1.885483e-02 -0.0741041236
## RNF214|Q8ND24 -0.5929757920 -4.785358e-01 1.005602e-01 -0.0590031903
## RNF41|Q9H4P4 -0.8023388700 -6.994479e-01 2.949195e-01 -0.4854383613
## ROCK2|O75116 -0.0835603959 -1.308995e-01 3.921890e-01 0.3320902883
## ROGDI|Q9GZN7 -0.2354997962 -1.249757e-01 -1.607116e-01 -0.0307741108
## RP2|O75695 0.2733927965 1.817704e-01 1.126444e-01 0.1363007649
## RPH3A|Q9Y2J0 0.5320335989 4.778707e-01 -7.069049e-02 0.0012837850
## RPL10A|P62906 -0.1511380830 -5.176008e-01 9.482235e-01 0.0846854895
## RPL12|P30050 -0.0227420563 -3.466951e-01 7.289869e-01 0.3133402227
## RPL13|P26373 -0.0967421614 -3.461067e-01 9.078827e-01 0.1949557157
## RPL14|P50914 0.4090342089 1.958977e-01 5.631963e-01 0.4181560132
## RPL15|P61313 -0.0578836448 -4.561998e-01 9.299637e-01 0.1066875195
## RPL18|G3V203 -0.0606244480 -4.333733e-01 9.535611e-01 0.0996505714
## RPL18A|Q02543 -0.1499841133 -4.461949e-01 8.697681e-01 0.1370620775
## RPL19|P84098 -0.1568373347 -5.780309e-01 8.243703e-01 0.3271814198
## RPL22|P35268 0.3960038283 1.358161e-01 5.203429e-01 0.2179206023
## RPL23|P62829 -0.1951102232 -3.601274e-01 8.343866e-01 -0.1027975701
## RPL23A|P62750 -0.0386274907 -3.759349e-01 5.639877e-01 -0.1741181884
## RPL24|P83731 0.1547693073 -8.782966e-02 8.126841e-01 -0.0010619421
## RPL27|P61353 -0.2009384358 -5.374840e-01 6.047784e-01 -0.0760478544
## RPL27A|P46776 0.0835695922 -3.708479e-01 9.154560e-01 0.2082254648
## RPL28|P46779 0.3921872065 1.104865e-01 2.384797e-01 0.3681187863
## RPL29|P47914 0.2889172677 -1.145527e-01 6.328318e-01 0.5742297497
## RPL3|P39023 0.0232711764 -3.614353e-01 8.474605e-01 0.5011596414
## RPL30|P62888 -0.0529663348 -5.095588e-01 6.145819e-01 -0.2061909525
## RPL31|P62899 -0.3380022893 -7.286222e-01 6.414410e-01 -0.1193243570
## RPL32|D3YTB1 0.4751646076 3.479610e-01 4.855864e-01 -0.0054282380
## RPL34|P49207 -0.0934101405 -4.309705e-01 9.046097e-01 0.0923534257
## RPL35|P42766 0.1640012186 -6.989954e-02 6.787616e-01 0.4450208567
## RPL35A|P18077 -0.0563692473 -3.428610e-01 8.919910e-01 0.0618951750
## RPL37|P61927 0.1520238215 -2.241986e-01 6.666087e-01 0.0766335363
## RPL37A|P61513 -0.1609960328 -5.023430e-01 5.013968e-01 0.3601229236
## RPL38|P63173 -0.1031780470 -3.691775e-01 2.489247e-01 0.2294102826
## RPL4|P36578 -0.1076400287 -5.194957e-01 9.503460e-01 0.0105952074
## RPL6|Q02878 -0.2202064101 -6.345204e-01 8.238254e-01 0.1240258235
## RPL7|P18124 -0.0685526484 -4.609374e-01 9.429631e-01 0.0759494295
## RPL8|P62917 -0.0917543048 -3.871774e-01 9.244553e-01 0.2975810622
## RPLP1|P05386 0.0994131948 -7.885607e-02 7.131453e-01 0.3521115827
## RPN1|P04843 0.1694293485 -6.250922e-02 8.370467e-01 0.2735117471
## RPN2|P04844 0.2184884589 -1.742718e-02 7.217693e-01 0.2751302669
## RPS11|P62280 -0.0667159354 -1.342432e-01 6.695072e-01 -0.0828410171
## RPS13|P62277 -0.0541615751 -4.956055e-01 7.982536e-01 0.0271817933
## RPS16|P62249 -0.0749861564 -4.425794e-01 9.085163e-01 0.2231925599
## RPS19|P39019 -0.2715725911 -1.007597e-01 3.009877e-01 0.2291315877
## RPS2|P15880 -0.1648887031 -6.483838e-01 8.379000e-01 0.1667423830
## RPS20|P60866 -0.0569525302 -4.167814e-01 2.892277e-01 0.0905859059
## RPS24|E7ETK0 0.1176984894 -2.614440e-01 6.136632e-01 0.0555012363
## RPS25|P62851 -0.0203752118 -1.758089e-01 8.222475e-01 0.2594502035
## RPS26|P62854 0.1136214210 -3.427392e-01 8.491649e-01 0.2803343923
## RPS3|P23396 -0.1292569743 -6.553776e-01 8.590435e-01 0.2822085152
## RPS5|M0R0F0 -0.1975681402 -2.248350e-01 2.180141e-01 0.2775520891
## RPS6|P62753 -0.1922042744 -6.197208e-01 8.927503e-01 0.2800914646
## RPS7|P62081 -0.3343765064 -3.463169e-01 9.831191e-02 -0.3996234032
## RPS8|P62241 -0.2748626940 -7.135010e-01 8.834362e-01 0.0512948815
## RPS9|P46781 -0.3176967821 -5.992488e-01 8.715349e-01 -0.1220787531
## RPTOR|Q8N122 0.4005585372 5.485277e-01 -2.806285e-01 0.0883594358
## RRBP1|Q9P2E9-2 0.2617393989 2.334781e-01 1.035241e-01 0.5163121362
## RTCB|Q9Y3I0 -0.2716585023 -3.882245e-01 3.139792e-01 -0.2514265979
## RTN1|Q16799 -0.2241122651 -2.544972e-01 3.669956e-01 0.0051921643
## RTN1|Q16799.1 0.1280645946 -2.092018e-01 4.265537e-01 0.3007409509
## RTN3|O95197 0.1426389934 -9.167027e-02 2.616954e-01 0.2954035734
## RTN3|O95197.1 0.3732733272 5.525647e-02 2.370421e-01 0.5832521898
## RTN4|Q9NQC3 -0.1868877134 -1.983863e-01 3.382798e-01 0.1270005831
## RUFY3|Q7L099 -0.6518630205 -3.380928e-01 -3.318157e-01 -0.3955872310
## RUVBL1|Q9Y265 -0.3718293600 -2.872608e-02 -3.410688e-01 -0.1654660570
## RYR2|Q92736-2 0.0106536914 -1.314682e-01 2.701476e-02 -0.0962505639
## S100A11|P31949 0.0489428756 -2.016890e-01 8.687020e-01 0.3078261915
## S100A16|Q96FQ6 0.0759147937 1.116002e-01 1.059949e-01 0.2157729195
## S100B|P04271 -0.5445095973 -2.743703e-01 -4.340505e-01 -0.2195711910
## SACM1L|Q9NTJ5 -0.4693088407 -7.823172e-01 5.152566e-01 -0.1130305122
## SAMM50|Q9Y512 0.7903235285 6.463681e-01 5.208322e-02 0.1627030643
## SAR1A|Q9NR31 -0.5693816472 -4.208207e-01 2.153173e-02 -0.1396170719
## SARS1 -0.7335271969 -7.170565e-01 9.841160e-02 -0.5047667330
## SBF1|O95248-4 0.4876620227 5.488212e-01 -2.174305e-01 -0.1192349503
## SCAI|Q8N9R8 0.0966809185 3.402666e-01 -1.853988e-01 -0.1789764341
## SCAMP1|O15126 0.2574195218 2.624692e-02 1.401213e-02 -0.0360165563
## SCAMP5|Q8TAC9 0.3906020148 4.380169e-01 -4.165412e-01 0.1891364472
## SCCPDH|Q8NBX0 0.4011682616 2.470531e-01 3.761876e-01 0.4060977918
## SCG2|P13521 -0.1489148751 -6.276967e-01 5.675199e-01 0.2470899334
## SCN1B|Q07699 0.3454917955 6.649472e-01 -2.573692e-01 -0.1457115007
## SCN2A|Q99250 0.3361063020 2.395489e-01 1.951957e-01 0.2017423276
## SCN2B|O60939 -0.2429322734 -2.379094e-01 -7.083493e-02 0.1204954324
## SCRN1|Q12765 -0.2440457839 -5.869707e-02 -2.988055e-01 -0.2171198004
## SCYL2|Q6P3W7 -0.5249548117 -2.200983e-01 -4.004987e-01 -0.3181234402
## SDHA|P31040 0.8286583898 8.306208e-01 -1.513631e-01 0.3094944598
## SDHB|P21912 0.9104684225 7.290974e-01 -6.930112e-02 0.2845675553
## SEC14L2|O76054 -0.1342019226 7.152100e-02 -1.672671e-01 -0.4226207416
## SEC22B|O75396 -0.0483373388 -2.445842e-01 7.382604e-01 0.2458912110
## SEC23A|F5H365 0.1089875133 -2.811204e-01 2.020028e-01 0.0157931181
## SEC24C|P53992 -0.1266343596 8.069142e-02 -3.726057e-01 -0.0528347530
## SEC61A2|Q9H9S3 0.3328449259 1.538497e-01 6.358094e-01 0.5005888814
## SEPTIN11 0.5930442234 8.788343e-01 -4.810768e-01 0.0968726022
## SEPTIN2 -0.1643165952 2.421848e-02 1.420776e-01 -0.0733731042
## SEPTIN3 0.8501528884 5.718129e-01 -2.404058e-01 0.4170668884
## SEPTIN5 0.7764115339 7.965584e-01 -4.104350e-01 0.4134274001
## SEPTIN6 0.6731768270 8.327528e-01 -3.047693e-01 0.2342733003
## SEPTIN7 0.5011818453 6.517099e-01 -2.427924e-01 0.1435259068
## SEPTIN8 0.2398964250 4.577544e-01 -5.622659e-01 -0.2608992653
## SEPTIN9 0.5118289811 8.561136e-01 -4.586030e-01 0.1216295807
## SEPTIN9.1 -0.5259175070 -8.246860e-01 1.729426e-01 -0.2514350607
## SERBP1|Q8NC51 0.1199949694 -2.057047e-01 3.569870e-01 -0.0663275293
## SERPI 3|P01011 -0.4289632840 -1.744522e-01 1.094845e-01 -0.3823977765
## SERPINB1|P30740 -0.0402988694 8.777836e-02 -3.426346e-01 -0.1840753586
## SERPINB6|P35237 -0.2584516195 -9.509475e-02 -9.544193e-02 0.0430380695
## SERPINB9|P50453 0.2926657560 1.968220e-01 -1.687099e-01 0.2620568436
## SF3B3|Q15393 -0.5407799284 -5.559182e-01 1.747781e-01 -0.1943508226
## SF3B4|Q15427 -0.0099491486 1.423872e-01 4.463393e-01 -0.2642929443
## SFN|P31947 -0.1152668079 -2.836739e-01 1.811429e-01 -0.4818276517
## SFPQ|P23246 -0.4264428093 -6.321800e-01 5.007148e-01 -0.3199081260
## SFXN1|Q9H9B4 0.1681583778 4.233661e-02 -2.440979e-01 -0.1610620205
## SFXN3|A0A0A0MS41 0.5275058209 3.701107e-01 3.832107e-01 0.3725628198
## SFXN5|Q8TD22 0.1813929526 2.638945e-01 -2.734633e-01 0.2147695491
## SGIP1|Q9BQI5 0.3589053671 5.830330e-01 -1.659450e-01 0.3908156741
## SGTA|O43765 -0.1149089109 -2.243510e-01 -3.128645e-01 -0.0090192817
## SH3BGRL3|A0A087WV23 0.3214161402 2.682159e-02 5.832389e-01 0.4105047639
## SH3GL1|Q99961 -0.5862598637 -4.295339e-01 1.146887e-01 0.1108397521
## SH3GL2|Q99962 -0.1844643564 2.539896e-01 -7.168125e-01 -0.2852184845
## SH3GLB2|Q9NR46-2 -0.2156579522 3.416985e-02 -3.834164e-01 0.1026756820
## SHANK1|Q9Y566 -0.0319202669 5.272555e-01 -7.116144e-01 -0.2461637449
## SHANK2|Q9UPX8 0.0260238803 5.264068e-01 -5.822971e-01 -0.1278907543
## SHANK2|Q9UPX8.1 0.5174414389 3.588371e-01 -2.064889e-01 0.6401013771
## SHANK3|Q9BYB0 0.0651564528 4.257147e-01 -5.936980e-01 -0.1216315981
## SHISA7|A6NL88 0.2037596148 1.128925e-01 2.143852e-02 -0.0937292695
## SHROOM2|Q13796 -0.6552977763 -6.833297e-01 4.070582e-02 -0.5651790871
## SIPA1L1|O43166 -0.1724488490 1.184255e-01 -2.134584e-01 0.1538034187
## SIRT2|Q8IXJ6 -0.5963100805 -3.136347e-01 -5.346494e-01 -0.5425937791
## SKP1|P63208 -0.0089519026 4.988573e-02 -3.803356e-01 -0.4371457356
## SLC12A2|P55011 -0.2020671582 1.696733e-02 -2.747478e-01 -0.2810623959
## SLC12A5|Q9H2X9 0.4749872007 7.735113e-01 -3.928999e-01 -0.1115133123
## SLC17A6|Q9P2U8 -0.1068489693 4.214615e-02 -1.804522e-01 0.0191468198
## SLC17A7|Q9P2U7 0.0498965882 1.348645e-01 -2.962750e-01 0.0627629134
## SLC1A2|P43004 0.3186568080 5.692696e-01 -4.066555e-01 -0.3411947131
## SLC1A3|P43003 0.3986911170 5.619856e-01 -2.376582e-01 0.0387476596
## SLC1A4|P43007 0.0845505037 -1.343164e-02 -2.311536e-01 -0.2955687489
## SLC24A2|Q9UI40 -0.0272234935 -1.952240e-01 3.357940e-01 0.2116333988
## SLC25A1|P53007 0.0276465778 -2.420495e-01 5.274672e-01 0.2371784049
## SLC25A11|Q02978 0.7142559004 5.077590e-01 1.555000e-01 0.1316281057
## SLC25A12|O75746 0.5699240347 4.436750e-01 3.955477e-01 0.2336992155
## SLC25A13|Q9UJS0 0.5472316846 3.904009e-01 3.313004e-01 -0.0889655909
## SLC25A18|Q9H1K4 0.0192317567 -1.656594e-01 5.627411e-01 0.1531407233
## SLC25A22|Q9H936 0.7213194815 5.991448e-01 2.876177e-01 0.2859296764
## SLC25A3|Q00325-2 0.4533483046 2.689151e-01 5.148611e-01 0.0675089793
## SLC25A4|P12235 0.8297859049 6.827870e-01 1.450084e-01 0.3099574983
## SLC25A46|Q96AG3 0.3874466930 7.091251e-01 -2.840129e-01 0.1163943196
## SLC25A5|P05141 0.5594505826 6.050328e-01 2.286081e-01 0.3000441271
## SLC27A4|Q6P1M0 -0.1455393627 -3.349960e-01 8.157096e-01 -0.2066009422
## SLC2A1|P11166 0.0999997676 2.761468e-01 -3.130815e-01 -0.1073855706
## SLC30A1|Q9Y6M5 0.2183577651 1.364741e-02 -6.396217e-02 0.4522918526
## SLC30A3|Q99726 0.2544305951 4.908529e-01 -3.911804e-01 0.1729337594
## SLC32A1|Q9H598 -0.1148613413 2.042890e-01 -2.388615e-01 0.0187649579
## SLC38A3|Q99624 0.1819468186 1.685695e-02 2.595973e-01 -0.2980334475
## SLC3A2|P08195-3 0.1919642173 5.089235e-01 -4.983738e-01 -0.0095792333
## SLC4A10|Q6U841 0.5414233509 7.730249e-01 -2.362906e-01 0.0088273452
## SLC4A4|Q9Y6R1 0.3978681329 3.764344e-01 -2.822251e-01 -0.2878961728
## SLC4A7|Q9Y6M7-9 -0.5647916541 -3.114065e-01 2.849438e-01 -0.2249904586
## SLC6A1|P30531 0.6910382179 6.246722e-01 -1.179473e-03 0.1664515027
## SLC6A11|P48066 0.0205528974 1.074836e-01 -2.130434e-01 0.1967256349
## SLC6A17|Q9H1V8 0.1232661464 3.841648e-02 3.951935e-01 0.6618256506
## SLC7A5|Q01650 0.3866097089 2.172935e-01 7.331910e-02 0.7786860742
## SLC8A1|P32418-5 0.2224442170 1.276752e-01 1.409405e-01 -0.1080182829
## SMAP1|Q8IYB5 -0.4391666281 -1.193776e-01 9.930002e-02 -0.2525466411
## SMPD3|Q9NY59 0.5217221941 3.943431e-01 -1.851624e-01 -0.0319839246
## S P25|P60880 -0.0646634422 2.198052e-01 -4.311253e-01 0.2668515662
## S P47|A0A087X0B7 -0.2341001827 -1.549929e-01 -2.324519e-01 -0.2086818753
## S P91|O60641 -0.2133058515 1.372707e-01 -6.085814e-01 -0.5246560723
## SNCA|P37840 -0.1681088927 1.542400e-02 -2.450805e-01 0.0285369154
## SNCB|Q16143 -0.3448636322 -1.011830e-01 -4.712915e-01 0.0948663241
## SNCG|O76070 -0.4624308771 -2.165217e-01 -3.776320e-01 -0.0030436985
## SND1|Q7KZF4 0.3898823232 3.071608e-01 5.244728e-01 0.4053743196
## SNPH|O15079-2 0.5334524289 3.579382e-01 -1.829569e-01 0.3382848573
## SNRPB|P14678 -0.0563373322 -4.765602e-01 6.305719e-01 0.4313689485
## SNRPD1|P62314 -0.6879615495 -7.824696e-01 1.488562e-01 -0.5202886384
## SNRPD3|P62318 -0.4682193415 -5.503099e-01 1.736788e-01 -0.0899140848
## SNX1|Q13596 -0.5578207868 -5.409835e-01 3.006151e-01 -0.3830809019
## SNX12|A0A087X0R6 -0.2996016553 -3.571729e-01 -5.786179e-02 0.1207677572
## SNX2|O60749 -0.3450925289 3.221717e-02 -4.614657e-01 -0.3539417536
## SNX27|Q96L92 -0.1553801879 -3.947433e-02 -1.884313e-01 0.0373740002
## SNX3|O60493 -0.5179278500 -5.725985e-01 3.775037e-01 0.1013954965
## SNX6|Q9UNH7 0.3846314459 1.351654e-01 -2.263968e-01 0.2118192373
## SOD1|P00441 0.0845715536 2.925534e-01 -6.331705e-01 0.2121279375
## SOD2|P04179 0.0381957372 7.831731e-02 2.850130e-02 -0.1188664794
## SORBS1|Q9BX66-12 -0.2659572385 -6.951835e-02 -3.023458e-01 -0.1223489349
## SORBS2|O94875-11 -0.6996019490 -4.486159e-01 1.845339e-01 -0.6681850992
## SPR|P35270 -0.6047369478 -3.915088e-01 -9.022957e-02 -0.2188705780
## SPTAN1|Q13813-2 -0.4483065076 -4.668292e-01 2.554555e-01 -0.2975640875
## SPTB|P11277-2 -0.2347933637 -2.118985e-01 1.740629e-02 -0.1383893308
## SPTBN1|Q01082 -0.1757063026 -1.019718e-01 1.437608e-01 -0.5028652397
## SPTBN2|O15020 -0.8253757881 -7.641766e-01 2.984000e-01 -0.5819385657
## SRC|P12931-2 0.7315191490 4.291844e-01 6.929092e-02 0.1299645803
## SRCIN1|Q9C0H9-5 0.2990638497 4.873965e-01 -2.500741e-01 0.0028215231
## SRGAP3|O43295-2 0.1285639366 4.216265e-01 -4.149177e-01 -0.0368779301
## SRI|P30626 -0.5546859354 -3.545730e-01 1.324651e-01 -0.1617991762
## SRM|P19623 -0.5294413825 -4.625965e-02 -4.402221e-01 -0.3388705132
## SRR|Q9GZT4 0.3340569749 4.082502e-02 9.254522e-03 0.1322981184
## SRSF10|O75494 -0.7372076473 -3.796674e-01 -1.571066e-01 -0.2543502362
## SRSF2|Q01130 0.0437152718 -2.572905e-02 1.533226e-01 0.3264800014
## SRSF7|Q16629 -0.2325055243 -4.140175e-01 2.148712e-01 0.1746858272
## SSR1|C9IZQ1 0.2929451554 4.624848e-01 1.777400e-01 0.5230352845
## SSR4|P51571 -0.1386416054 2.011182e-01 -2.258645e-02 0.0863909892
## STAG2|Q8N3U4-2 -0.3307109916 -1.701552e-01 -2.164928e-01 0.0376827474
## STAM|Q92783 -0.3024127265 -5.206024e-02 -5.064586e-02 -0.4680223426
## STIM1|G0XQ39 0.0422997335 -3.270600e-01 6.502617e-01 0.5856971530
## STIP1|P31948 -0.4212313825 -2.438480e-01 -4.213054e-01 -0.2957847296
## STK24|Q9Y6E0 0.3221861465 3.977324e-01 -5.147798e-01 -0.1623210614
## STK32C|Q86UX6 -0.3237176487 -4.156049e-01 -4.663882e-02 0.2966012678
## STK39|Q9UEW8 0.5587870106 4.443467e-01 -4.264304e-01 0.0701731098
## STMN1|P16949 -0.5669655905 -5.799443e-01 4.042802e-01 -0.2555548383
## STMN2|E5RGX5 0.3539063096 5.166065e-03 3.662668e-01 0.4138310837
## STRAP|Q9Y3F4 0.1613915693 1.389394e-02 3.394367e-01 -0.1843796568
## STRN|O43815 -0.1066001099 2.725050e-02 -1.914601e-02 -0.0225873734
## STRN3|Q13033-2 -0.0123610888 -1.401741e-01 -5.730032e-02 -0.2520045136
## STRN4|Q9NRL3 -0.2407879239 -2.785691e-01 -7.681803e-02 -0.2457344628
## STT3A|P46977 0.0522176080 2.201195e-01 -1.547349e-01 0.5052123910
## STT3B|Q8TCJ2 -0.1042748701 -1.293342e-01 4.707323e-01 0.2388260664
## STUM 0.1354877533 2.283864e-01 -3.054824e-01 0.0489581537
## STX12|Q86Y82 0.0786486751 1.069343e-01 -8.705747e-02 -0.3221182493
## STX1A|Q16623 0.4072638241 1.580206e-01 4.399739e-01 0.2389785020
## STX1B|P61266 0.4082682666 5.382783e-01 -4.827343e-02 0.0854637809
## STX7|O15400 -0.0027926598 -2.733244e-01 3.268786e-01 0.3297417072
## STXBP1|P61764 -0.2371564480 4.548097e-02 -5.323919e-02 -0.0430383066
## STXBP1|P61764.1 0.4818123677 8.404230e-01 -4.951820e-01 0.0034324014
## STXBP5|Q5T5C0 -0.1326957295 5.964821e-02 -4.047897e-01 -0.2132314839
## STXBP5L|E9PFI2 0.5169238700 6.492520e-01 -3.235829e-01 -0.1241898182
## SUCLA2|Q9P2R7 0.9694984490 6.672505e-01 -1.113103e-01 0.4906002686
## SUCLG1|P53597 0.6848424394 4.400611e-01 2.015321e-01 0.4144010693
## SUCLG2|Q96I99 0.3703233338 1.683507e-01 -5.316981e-01 0.0918124431
## SUGT1|Q9Y2Z0 -0.2945589427 -1.344312e-01 -8.852349e-02 0.0785264923
## SV2A|Q7L0J3 0.3714505291 2.027767e-01 -1.691996e-02 0.5844190813
## SV2B|Q7L1I2 -0.3967456599 -1.920516e-01 1.602936e-01 -0.7552273725
## SYN1|P17600 0.7649379759 7.323321e-01 -3.330150e-01 0.2739438859
## SYN2|A0A087WW96 0.4014499184 6.051513e-01 -5.072180e-01 0.1487760754
## SYN3|O14994 0.7197697044 5.615936e-01 -1.272307e-01 0.2867871177
## SYNGAP1|Q96PV0 0.6760647681 7.862338e-01 -2.037614e-01 0.4026291760
## SYNGR1|B5MCD7 0.1071412989 -6.579176e-02 2.738118e-02 0.2325824212
## SYNGR3|O43761 -0.0548708938 -7.841657e-02 3.200104e-01 -0.0365922156
## SYNJ1|C9JFZ1 -0.5424128336 -6.904714e-02 -2.347821e-01 -0.3422689813
## SYNM|O15061 0.5577629306 3.536828e-01 1.124501e-01 0.5946039850
## SYNRG|Q9UMZ2-7 -0.5089412834 -2.619476e-01 -3.038031e-01 -0.2362867743
## SYP|P08247 -0.0554989111 1.672779e-01 -2.031208e-01 0.1333550033
## SYT1|P21579 0.5647819052 7.623980e-01 -2.903249e-01 0.1198250917
## SYT12|Q8IV01 -0.0783511312 3.255831e-01 -5.922558e-01 -0.1928796875
## SYT2|Q8N9I0 -0.3410712923 -2.518495e-01 -3.182011e-01 -0.3017123284
## SYT7|F5H126 0.6769189929 6.354979e-01 -9.374817e-02 -0.1969267823
## TAGLN3|Q9UI15 0.3219058835 3.171617e-01 -2.450854e-01 0.5711399835
## TALDO1|P37837 -0.5282782682 -3.863597e-01 -8.636863e-02 -0.2974133416
## TAMM41|Q96BW9-3 0.7209848527 3.884067e-01 -7.024737e-02 0.3082742333
## TAOK1|Q7L7X3 0.3159543140 5.115134e-01 -5.848054e-03 0.4987262355
## TARDBP|Q13148 -0.1726988541 8.334990e-02 6.171170e-02 -0.3100005382
## TBC1D10B|Q4KMP7 0.7429110205 4.966994e-01 3.187321e-02 0.2239471098
## TBC1D24|Q9ULP9 -0.1508754352 -1.477958e-01 -5.440130e-01 -0.2725662125
## TCP1|P17987 -0.2369843177 -1.286844e-01 -4.829708e-01 -0.2390862846
## TECR|Q9NZ01 0.0814581808 -2.838418e-01 6.807860e-01 0.2492397687
## TFG|Q92734 0.0885332540 1.088706e-01 2.543094e-01 0.2982892069
## TGM1 0.4125845926 8.953266e-02 1.586801e-01 0.8661486153
## TH 0.3090994056 -4.660140e-02 5.131664e-01 0.3477268284
## THEM4|Q5T1C6 0.6823361513 6.212517e-01 1.682168e-01 0.3742702228
## THNSL1|Q8IYQ7 0.5829696405 3.866952e-01 2.379070e-01 0.5855126379
## THY1|E9PNQ8 0.0475778594 -2.242126e-01 4.789808e-01 0.2574295592
## TIMM13|Q9Y5L4 -0.0968697463 6.609467e-02 -5.881836e-01 -0.6781864732
## TIMM22|Q9Y584 0.5069889121 4.613753e-01 1.610005e-01 0.2823272383
## TIMM44|O43615 0.5299515956 3.856570e-01 2.593085e-01 0.4487521478
## TIMM50|Q3ZCQ8 0.1701857868 -2.148120e-01 3.366283e-01 0.5177917296
## TKT|P29401 -0.5712356987 -2.088024e-01 -4.534232e-01 -0.3424090807
## TLN2|Q9Y4G6 0.3377094110 1.871762e-01 -1.700046e-01 0.3524352025
## TMED7 0.3422826021 6.658070e-02 2.641274e-01 0.1832948043
## TMED9|Q9BVK6 -0.2652654384 -3.944039e-01 1.604517e-01 0.3311079695
## TMEM11|P17152 0.5366962536 3.039671e-01 3.142078e-01 0.8025207600
## TMEM186|Q96B77 -0.0799524143 -3.030660e-01 2.224900e-01 -0.5005298991
## TMEM30A|Q9NV96 0.4452656169 2.879395e-01 9.839401e-02 0.6917075878
## TMEM33|P57088 0.0396659827 -2.994820e-01 5.311861e-01 0.3668993623
## TMEM65|Q6PI78 0.6659475955 3.659261e-01 2.578633e-01 -0.0426352650
## TMOD2|Q9NZR1-2 -0.2230020296 -8.954061e-02 -1.595566e-01 -0.0724878382
## TMX1|Q9H3N1 0.2725494747 1.416847e-02 4.577063e-01 -0.0341752256
## TMX2|Q9Y320 -0.4883205910 -3.458297e-01 1.683717e-01 -0.3087096754
## TMX3|Q96JJ7 0.0957024604 -1.392324e-01 6.418089e-01 0.1616896284
## TMX4|Q9H1E5 -0.1241883418 -3.763220e-01 7.551289e-01 0.2883439403
## TNIK|Q9UKE5-4 0.1717316946 5.588332e-01 -2.270256e-01 -0.3740087248
## TNPO2|O14787-2 -0.4994960629 -4.116053e-01 -1.306051e-01 -0.3306224327
## TNR|Q92752 0.6798075528 5.130118e-01 2.873302e-01 0.5119140605
## TOLLIP|Q9H0E2 0.2176447906 2.486638e-01 -2.903325e-01 0.6959929219
## TOM1L2|Q6ZVM7 -0.0268411681 -2.619131e-03 4.013796e-02 -0.1362660254
## TOMM20|Q15388 0.2582714020 3.306422e-01 -2.897398e-01 0.1445737325
## TOMM40|O96008 -0.2557739487 -3.980042e-01 6.951256e-01 -0.0231723166
## TPBG|Q13641 -0.5711300862 -1.220354e-01 -4.390381e-01 -0.5151766795
## TPD52L2|O43399-4 -0.3839746173 -2.270464e-01 9.074091e-02 0.0916748916
## TPI1|P60174 -0.2435006324 -1.433395e-02 -3.569374e-01 -0.6000162685
## TPM1|F5H7S3 0.0542761032 -3.136251e-01 2.656054e-01 0.3270487475
## TPM3|P06753-6 -0.3272034586 -4.121272e-01 1.558044e-01 0.0163612722
## TPM4|P67936 -0.1803661655 -4.658373e-03 -2.055272e-01 0.1471462469
## TPP2|P29144 -0.4275914985 -2.018807e-01 -2.336963e-01 -0.2076862487
## TPPP|O94811 0.1690208772 2.644792e-01 -5.161704e-02 0.3861732962
## TPPP3|Q9BW30 -0.4234109933 -1.881853e-01 -1.435581e-01 -0.0420599621
## TRAP1|Q12931 0.5776348400 4.258737e-01 -1.402824e-01 0.0690087753
## TRIM2|Q9C040 -0.2570297140 -2.034891e-02 -4.862314e-01 -0.4250994789
## TRIM28|Q13263 -0.1230772082 -1.750762e-02 1.232504e-01 -0.4318578472
## TRIM3|O75382 0.1825612026 1.364325e-01 1.134345e-01 -0.4135712507
## TRIM9|Q9C026-5 -0.1716483968 -1.339038e-01 3.209106e-01 -0.1592685404
## TRIO|O75962 -0.1407958591 -2.081015e-01 1.196274e-01 -0.1179413822
## TRIP11|Q15643 0.3443347512 1.728408e-01 -2.949333e-02 0.3817422519
## TSG101|Q99816 -0.4071927976 -4.671565e-01 7.236360e-02 -0.0578115652
## TSN|Q15631 -0.4343637194 -6.239808e-01 3.256762e-01 0.1993264495
## TST|Q16762 -0.3255478696 -3.462485e-01 -7.054144e-02 -0.1734260537
## TTC7B|Q86TV6 0.2087570985 9.925065e-02 -4.858270e-03 -0.0825359369
## TTLL12|Q14166 0.0822436281 -2.311709e-01 9.512335e-02 0.0868006175
## TTYH1|Q9H313-3 0.6403585045 6.211460e-01 -3.282732e-01 0.3084834583
## TUBA1A|Q71U36 -0.2465015344 -9.522597e-02 2.019411e-01 -0.2773094449
## TUBA4A|P68366 -0.4903845431 -1.889525e-01 -5.282573e-01 -0.6005011797
## TUBA8|Q9NY65 -0.2336944305 -1.548011e-01 2.517330e-01 -0.4389462659
## TUBB|P07437 -0.6210807637 -3.165327e-01 -4.382736e-01 -0.6565356069
## TUBB2A|Q13885 -0.7592196186 -4.581177e-01 -2.771575e-01 -0.5005227082
## TUBB2B|Q9BVA1 -0.2532679674 2.081824e-01 -3.801980e-01 -0.3631076277
## TUBB3|Q13509 -0.4433450629 -3.217045e-01 -4.020737e-01 -0.6116897659
## TUBB4A|P04350 -0.4974238749 -3.308244e-01 -4.423216e-01 -0.6268993247
## TUBB4B|P68371 -0.6346664030 -2.533795e-01 -3.142630e-01 -0.5172701871
## TUBB6|Q9BUF5 -0.0402058190 2.610361e-01 -3.638329e-01 0.3191881530
## TUBG2|Q9NRH3 0.2472325295 4.745864e-01 -2.933986e-01 -0.3151169465
## TUFM|P49411 0.8087521784 5.393110e-01 1.883010e-01 0.4766722749
## TWF1|Q12792-3 -0.3635182798 -1.445470e-01 -5.471718e-01 -0.4497984618
## TXNL1|K7ER96 -0.5040250567 -4.604802e-01 -2.731379e-01 -0.0374825627
## UBA1|P22314 -0.5367979281 -3.770034e-01 -4.441131e-01 -0.6724758914
## UBAP2L|Q14157-5 -0.3034330728 -7.086738e-01 6.392502e-01 -0.0925938090
## UBE2K|P61086 -0.1561786410 -2.628847e-01 -2.824982e-01 -0.0995604931
## UBE2L3 -0.2931544578 -1.715613e-01 -1.873923e-01 -0.3979382149
## UBE2M|P61081 -0.5070771832 -3.422324e-01 6.087068e-02 -0.3769632111
## UBE2N|P61088 -0.1939574668 9.912633e-02 -7.441853e-01 -0.4014458928
## UBE2O|Q9C0C9 -0.2534554957 -2.512416e-01 -1.822604e-01 -0.3398520590
## UBE2V2|Q15819 0.3607719199 4.736295e-01 -3.240907e-01 0.4718454347
## UBQLN1|Q9UMX0 0.0390365497 6.160305e-02 8.940808e-02 -0.0259632510
## UBXN6|Q9BZV1 -0.1087204311 2.190785e-01 -5.984621e-01 -0.1632399266
## UCHL1|P09936 -0.8382052427 -5.788138e-01 -2.643033e-01 -0.4534897757
## UCHL3|P15374 0.1788015675 3.229409e-01 -4.167070e-01 -0.0021191127
## UGP2|Q16851 -0.0196188771 4.945846e-02 4.886688e-02 -0.0244187742
## UNC13A|F8W059 -0.1205159370 -3.571678e-01 5.275879e-01 0.0319304774
## UPF1|Q92900 -0.2450475657 -4.354747e-01 5.583563e-01 -0.1640138695
## UQCR10|Q9UDW1 0.0516093168 4.763296e-03 -1.938100e-01 0.2740955049
## UQCRC1|P31930 0.7698996101 8.000198e-01 -1.243710e-01 0.3403348313
## UQCRC2|P22695 0.5017397379 6.219538e-01 3.435077e-02 0.2942760339
## UQCRFS1|P47985 0.5722087558 6.339386e-01 -2.168587e-01 -0.1179768608
## UQCRHL 0.3883694763 5.800645e-01 -1.300276e-01 0.1506234396
## UQCRQ|O14949 0.6465308022 5.178677e-01 3.379928e-03 0.0927031820
## USO1|O60763 -0.3755451448 -5.067299e-01 2.972300e-01 0.0941674060
## USP14|P54578 -0.4193720864 -4.028630e-01 2.051686e-02 -0.2509689235
## USP5|P45974 -0.8277788379 -7.204984e-01 2.022139e-01 -0.4038652741
## USP9X|Q93008 0.6208339270 3.395917e-01 -3.189055e-01 0.4766234136
## VAC14|Q08AM6 0.0591322118 1.346785e-01 -3.306229e-01 -0.2227370069
## VAMP2|F8WCA0 -0.3078640065 -5.181842e-02 -4.375313e-01 -0.0895744946
## VAPA|Q9P0L0 0.0989297483 1.521431e-02 3.455264e-01 0.0267019454
## VAPB|O95292 0.1688340997 -1.827662e-01 4.786495e-01 0.0391027598
## VARS1 -0.4616963596 -5.734329e-01 3.412529e-01 -0.0301852902
## VAT1|Q99536 -0.1347257005 1.123307e-01 -4.272720e-01 0.1661701348
## VAT1L|Q9HCJ6 -0.2725085684 1.273588e-01 -7.000963e-01 -0.3347332328
## VCL|P18206 -0.2786520461 -1.616012e-01 -1.194419e-01 -0.0563288175
## VCP|P55072 -0.5181801749 -3.204436e-01 -4.970195e-01 -0.3111576679
## VCPIP1|Q96JH7 -0.4944459857 -4.403896e-01 -1.986959e-01 -0.4498755734
## VDAC2|P45880 0.8812980976 6.967169e-01 4.801516e-02 0.2399480584
## VDAC3|Q9Y277-2 0.7613889013 7.143908e-01 1.511986e-01 0.3138823467
## VIM|P08670 -0.4981641510 -5.312977e-01 -1.989445e-01 -0.5294238270
## VPS13A|Q96RL7 0.4108705223 2.478142e-01 8.207837e-02 0.1415557937
## VPS26A|O75436 0.3514862923 2.012222e-01 -3.399425e-02 0.3445452905
## VPS26B|Q4G0F5 0.6358966512 5.183872e-01 -2.636816e-01 0.3988274879
## VPS35|Q96QK1 -0.1767820854 3.946611e-02 -6.101287e-01 -0.4664142924
## VPS50 0.1564492816 1.421428e-01 -2.198145e-01 -0.0064093545
## VPS52|Q8N1B4 -0.4064427738 -3.867959e-01 1.445616e-01 -0.2254072431
## VSNL1|P62760 0.3660869306 6.089140e-01 -1.774417e-01 0.1147589508
## VTA1|A0A087WY55 0.0197218643 -1.431220e-01 -2.531479e-01 0.0913507688
## WARS1 -0.3125150801 -5.798875e-01 3.336301e-01 0.1673774935
## WASF1|Q92558 0.2222051651 4.009565e-01 -6.149889e-01 0.1443227489
## WASL|O00401 -0.3257452029 1.467060e-01 -2.711267e-01 -0.6090550494
## WDR1|O75083 -0.4507426181 -3.182060e-01 -1.635429e-01 -0.4395932539
## WDR13|Q9H1Z4 0.0694167903 1.161557e-01 2.563173e-02 0.0695178491
## WDR37|Q9Y2I8 0.3226326712 4.293544e-01 2.690380e-02 0.3452550626
## WDR47|O94967 0.1380986104 -5.077100e-02 2.495572e-01 -0.2402620051
## WDR7|Q9Y4E6 -0.4836477770 -1.143097e-01 -1.982255e-01 -0.5102389885
## WDR91|A4D1P6 -0.0866893891 -4.004096e-01 3.816092e-01 0.7055540403
## WIPF3|A6NGB9 0.1368891517 3.309974e-01 1.674785e-01 0.2238110117
## XPNPEP1|Q9NQW7-3 -0.6268976784 -5.149376e-01 8.092947e-02 -0.4083412410
## XPO1|O14980 0.2019893976 2.577438e-02 1.199814e-01 -0.1260997310
## XPO7|E7ESC6 -0.3026744695 -4.942558e-01 1.819988e-01 0.0941037483
## YARS1 -0.2866030902 -2.569218e-01 -6.234969e-02 -0.0770721649
## YKT6|O15498 0.3374237756 8.179527e-02 3.051109e-02 0.0792015340
## YOD1|Q5VVQ6 -0.0098951429 1.185979e-01 1.828518e-01 0.4734610898
## YWHAB|P31946 -0.3683166241 -6.533519e-02 -3.482652e-01 -0.5868610397
## YWHAE|P62258 -0.5436104374 -2.168882e-01 -5.271025e-01 -0.5655738790
## YWHAG|P61981 -0.1919207599 -1.473578e-01 -3.521425e-01 -0.5272706260
## YWHAH|Q04917 -0.3566474238 -1.763749e-01 -5.485929e-01 -0.3526550538
## YWHAQ|P27348 -0.3993837736 -2.644025e-01 -1.043637e-01 -0.7913090741
## YWHAZ|P63104 -0.1907974870 -3.607567e-02 -3.998237e-01 -0.6334010074
## ZC2HC1A|Q96GY0 0.4262022833 3.061243e-01 2.586552e-01 0.1279175643
## ZC3H11A|O75152 -0.1403157428 -1.034882e-01 -1.986528e-01 0.1707349366
## kMEsalmon
## AAK1|Q2M2I8 4.496027e-02
## AAK1|Q2M2I8.1 4.631143e-01
## ABAT|P80404 -1.919522e-01
## ABHD12|Q8N2K0 1.702135e-01
## ABHD16A|O95870 2.664610e-01
## ABHD6|Q9BV23 -1.849669e-01
## ABI1|Q8IZP0-9 -5.384689e-01
## ABI2|Q9NYB9 4.244371e-02
## ABLIM1|O14639-6 1.494186e-01
## ABLIM1|O14639-6.1 2.040880e-01
## ABLIM2|Q6H8Q1-9 1.573397e-01
## ABR|Q12979 -1.395003e-01
## ACAA1|P09110 1.487042e-01
## ACAA2|P42765 3.440905e-02
## ACAD9|Q9H845 -1.507062e-01
## ACADL -1.210120e-01
## ACADSB|P45954 -3.781700e-02
## ACADVL|P49748 -4.988262e-01
## ACAT1|P24752 -1.075865e-01
## ACAT2|Q9BWD1 -3.198272e-01
## ACLY|P53396 -1.636682e-01
## ACO2|Q99798 6.110434e-02
## ACO2|Q99798.1 -1.939664e-01
## ACOT13|Q9NPJ3 -2.369404e-01
## ACOT7|O00154 -1.991377e-01
## ACOT9|Q9Y305 -1.155375e-01
## ACOX1|Q15067-2 2.007428e-01
## ACSBG1|Q96GR2 -2.910609e-01
## ACSF2|Q96CM8 -2.225193e-01
## ACSL1|P33121 2.605757e-01
## ACSL6|Q9UKU0-1 -5.623699e-01
## ACTB|P60709 -6.575433e-01
## ACTB|P60709.1 8.568272e-02
## ACTN1|P12814-3 -1.397637e-01
## ACTN2|P35609 7.091220e-02
## ACTN4|O43707 -5.769590e-01
## ACTR10|Q9NZ32 -1.251064e-01
## ACTR1A|P61163 -1.486859e-01
## ACTR1B|P42025 -8.504655e-02
## ACTR2|P61160-2 -4.648947e-01
## ACTR3|P61158 -6.218564e-01
## ACTR3B|Q9P1U1 2.948351e-01
## ADAM22|Q9P0K1 -1.353944e-01
## ADAM23|E7EWD3 -5.063681e-01
## ADAP1|O75689 2.525846e-01
## ADCY5|O95622 -3.447229e-02
## ADD1|P35611-4 -1.400694e-01
## ADD2|P35612 1.877537e-01
## ADD3|Q9UEY8 2.156445e-01
## ADGRL1 -2.461801e-01
## ADH5|P11766 -1.195001e-01
## ADK|P55263 -2.088270e-01
## ADO|Q96SZ5 6.014109e-01
## AFG3L2|Q9Y4W6 2.583027e-01
## AGAP2|F8VVT9 -2.266592e-02
## AGAP3|Q96P47 -2.351374e-03
## AGFG1|P52594 4.523535e-01
## AGK|Q53H12 3.448043e-01
## AHCYL1|O43865 -7.283632e-01
## AHCYL2|Q96HN2-2 -3.915538e-02
## AHI1 2.663471e-01
## AH K|Q09666 -5.459176e-02
## AH K2|Q8IVF2 9.671815e-02
## AHSA1|O95433 -2.814884e-01
## AIFM1|O95831 -4.191877e-01
## AIMP1|Q12904 4.136968e-01
## AK1|P00568 -3.497441e-01
## AK4|P27144 2.033061e-01
## AK5|Q9Y6K8 -3.213999e-01
## AKAP5|P24588 3.743131e-01
## AKR1A1|P14550 7.311492e-02
## AKR1B1|P15121 -4.239372e-01
## AKR1B1|P15121.1 -2.862619e-01
## ALB|P02768 1.275996e-01
## ALDH18A1|P54886 6.754527e-03
## ALDH1A1|P00352 -2.286618e-01
## ALDH1B1|P30837 -2.467241e-02
## ALDH1L1|O75891 -3.908829e-01
## ALDH2|P05091 -2.766720e-01
## ALDH5A1|P51649 1.427097e-01
## ALDH6A1|Q02252 -3.441593e-03
## ALDH7A1|P49419-2 1.389256e-01
## ALDH9A1|P49189 1.270981e-01
## ALDOA|P04075 -3.226933e-01
## ALDOC|P09972 -7.912982e-01
## ALG2|Q9H553 -2.943473e-01
## ALYREF|E9PB61 3.887094e-02
## AMPH|P49418 4.319722e-01
## ANK1|P16157-3 3.293667e-01
## ANK2|I6L894 -3.186134e-01
## ANK2|I6L894.1 4.286102e-01
## ANKFY1|Q9P2R3 1.577362e-01
## ANKRD63 3.314418e-01
## ANKS1B|Q7Z6G8 -1.444457e-01
## ANP32A|P39687 -6.201652e-02
## ANXA1|P04083 2.027409e-01
## ANXA6|P08133 -5.691805e-01
## ANXA7|P20073 1.033630e-01
## AP1B1|Q10567 -4.511426e-01
## AP1B1|Q10567.1 -5.183131e-01
## AP1G1|O43747 2.727349e-01
## AP1M1|Q9BXS5 -8.256025e-02
## AP2A1|O95782 -1.481275e-02
## AP2A2|O94973 -3.041363e-02
## AP2B1|P63010 -2.533478e-01
## AP2M1|Q96CW1 -2.693624e-01
## AP2S1|M0R0N4 -4.830658e-02
## AP3B2|Q13367 2.313472e-01
## AP3D1|O14617-5 5.096293e-02
## AP3M2|P53677 -2.765488e-01
## AP3S1|Q92572 5.682624e-01
## AP3S2|H0YLI7 -7.113095e-02
## APEH|P13798 1.694234e-02
## APMAP|Q9HDC9 2.216120e-01
## APOO|Q9BUR5 5.625723e-02
## APPL1|Q9UKG1 -5.625641e-02
## ARAF|P10398 1.265040e-01
## ARF1 -3.255786e-02
## ARF4|P18085 -3.708089e-01
## ARF5|P84085 -1.307239e-01
## ARF6|P62330 2.889389e-02
## ARFGAP1|Q8N6T3-2 1.533822e-01
## ARFIP2|P53365 1.665835e-01
## ARHGAP1|Q07960 3.361880e-01
## ARHGAP32|A7KAX9 2.512062e-01
## ARHGAP35|Q9NRY4 1.742233e-01
## ARHGAP44|Q17R89 1.901922e-01
## ARHGDIA|P52565 -4.706209e-01
## ARHGEF2|V9GYM8 9.741320e-02
## ARHGEF7|Q14155-3 5.063434e-01
## ARL6IP5|O75915 5.950013e-01
## ARL8A|Q96BM9 3.933334e-02
## ARMC10|Q8N2F6 -2.060181e-01
## ARPC1A|Q92747 -3.183889e-01
## ARPC2|O15144 -5.613802e-02
## ARPC3|O15145 -2.251724e-01
## ARPC4|P59998 -1.761368e-01
## ARPC5|O15511 4.057176e-01
## ARPC5L|Q9BPX5 4.179509e-02
## ARSB|P15848 1.666697e-01
## ASAP1|Q9ULH1 4.336364e-01
## ASRGL1|Q7L266 3.868342e-02
## ASS1|P00966 3.305262e-01
## ASTN1|O14525-2 1.742254e-02
## ATAD1|Q8NBU5 -3.798811e-01
## ATCAY|Q86WG3 -4.039335e-01
## ATL1|Q8WXF7 7.501563e-02
## ATP1A1|P05023 -6.292840e-02
## ATP1A2|B1AKY9 -1.093580e-01
## ATP1A3|P13637-3 1.085695e-01
## ATP1A4 -1.797239e-01
## ATP1B1|P05026 -2.785005e-02
## ATP1B2|P14415 -1.610678e-01
## ATP2A2|P16615 2.185557e-01
## ATP2B1|P20020-4 -2.449325e-02
## ATP2B1|P20020-4.1 -7.471778e-03
## ATP2B2|Q01814 -4.283278e-01
## ATP2B2|Q01814.1 -1.478872e-01
## ATP2B3|Q16720-2 1.200497e-02
## ATP2B4|P23634-2 -2.570092e-01
## ATP5F1C -1.652305e-01
## ATP5ME -1.213069e-01
## ATP5MK 5.045514e-01
## ATP5PB -9.924886e-03
## ATP6V0A1|Q93050-1 -9.207306e-02
## ATP6V0D1|F5GYQ1 -3.507020e-01
## ATP6V1A|P38606 -3.235233e-01
## ATP6V1B2|P21281 -2.248808e-01
## ATP6V1C1|P21283 -2.573860e-01
## ATP6V1D|Q9Y5K8 1.134046e-02
## ATP6V1E1|P36543 -1.551805e-01
## ATP6V1H|Q9UI12-2 1.732220e-01
## ATP8A1|Q9Y2Q0 3.511285e-01
## ATPAF1|I3L448 1.786504e-01
## ATXN10|Q9UBB4 8.687958e-02
## AUH|Q13825 -2.392682e-01
## AURKAIP1 -1.075179e-01
## BAIAP2|Q9UQB8-4 4.731775e-01
## BASP1|P80723 1.485134e-01
## BCAN|Q96GW7 2.071871e-01
## BCAS1|H0Y542 4.803136e-02
## BCAS3|Q9H6U6-7 3.368106e-01
## BCAT1|P54687-5 -3.622206e-01
## BCKDHB|P21953 1.553097e-01
## BCR|P11274 5.798784e-02
## BDH1|Q02338 -1.896900e-01
## BEGAIN|Q9BUH8 4.956745e-01
## BICD2|Q8TD16-2 2.339232e-01
## BIN1|O00499 1.413317e-01
## BIRC6|Q9NR09 5.111585e-01
## BLMH|Q13867 -1.635779e-02
## BLVRA|P53004 -9.880225e-02
## BPHL|Q86WA6 -7.284173e-02
## BPNT1|O95861 -5.764434e-01
## BRK1|Q8WUW1 -5.233401e-02
## BRSK1|Q8TDC3 2.205952e-03
## BRSK2|Q8IWQ3-4 -1.039668e-01
## BSG|P35613 -2.605107e-01
## BSN|Q9UPA5 1.752222e-01
## BTBD17|A6NE02 -3.824508e-01
## C1QA|P02745 -1.608872e-01
## C1QC|P02747 -2.248488e-01
## C2CD2L|O14523 -2.195565e-01
## C2CD4C|Q8TF44 1.288839e-01
## CAB39|Q9Y376 -1.214663e-01
## CAC 1E|Q15878-3 2.205089e-01
## CAC 2D1|P54289-3 -3.340602e-01
## CACNB4|H0Y476 -2.020816e-01
## CACNG8|Q8WXS5 -3.225895e-01
## CADM2|Q8N3J6 -3.600413e-01
## CADM3|Q8N126 -3.838517e-01
## CADM4|Q8NFZ8 1.929544e-01
## CALB2|P22676 2.771366e-01
## CALM1 1.608800e-01
## CALR|P27797 -3.507848e-01
## CAMK1D|Q8IU85-2 -5.042661e-01
## CAMK2A|Q9UQM7-2 5.285978e-01
## CAMK2B|Q13554 4.134107e-01
## CAMK2G|A0A0A0MS52 -3.865681e-01
## CAMK2G|A0A0A0MS52.1 2.780408e-01
## CAMKK2|Q96RR4 -7.867283e-02
## CAMKV|Q8NCB2 -2.608971e-01
## CAND1|Q86VP6 -2.148973e-01
## CANX|P27824 -7.501696e-03
## CAP1|Q01518-2 -6.292795e-02
## CAP2|P40123 -1.872560e-01
## CAPN1|P07384 2.874659e-01
## CAPN2|P17655 -3.046268e-01
## CAPNS1|P04632 4.761398e-02
## CAPZA1|P52907 -1.975116e-01
## CAPZA2|P47755 -2.822106e-01
## CAPZB|B1AK88 -2.631929e-01
## CASK|O14936-4 9.376165e-02
## CASKIN1|Q8WXD9 3.372660e-01
## CAT|P04040 -6.402967e-02
## CBARP 5.268562e-01
## CBR1|P16152 1.206703e-01
## CBR4|Q8N4T8 1.352555e-01
## CCDC136|Q96JN2 -2.462245e-02
## CCNY|Q8ND76 9.564412e-02
## CCT2|P78371 -1.628213e-01
## CCT3|P49368 1.196063e-01
## CCT4|P50991 6.577686e-03
## CCT5|P48643 -3.397859e-01
## CCT6A|P40227 -4.802081e-01
## CCT7|Q99832 -4.252734e-01
## CCT8|P50990 3.971168e-01
## CD200|U3KQG5 -1.026210e-01
## CD47|Q08722 7.959836e-02
## CDC37|Q16543 -8.264718e-02
## CDC42|P60953-1 1.502130e-01
## CDC42|P60953-1.1 1.576565e-01
## CDC42BPB|Q9Y5S2 -2.495816e-01
## CDH2|P19022 5.943603e-01
## CDK5|Q00535 -1.552162e-01
## CDS2|O95674 2.477976e-01
## CEND1|Q8N111 -1.862616e-01
## CENPV|Q7Z7K6 -1.766491e-01
## CEP170|Q5SW79 4.028884e-02
## CFL1|E9PK25 -1.924236e-01
## CFL2|Q9Y281 -1.370986e-01
## CGNL1|Q0VF96 -3.347843e-01
## CGREF1|Q99674 1.334324e-01
## CHCHD3|C9JRZ6 1.989521e-02
## CHCHD6|Q9BRQ6 -6.949544e-02
## CHD3|Q12873 1.726221e-01
## CHP1|Q99653 -8.052419e-02
## CISD1|Q9NZ45 -1.590784e-01
## CIT|H7BYJ3 3.142259e-01
## CKAP5|Q14008 4.296777e-01
## CKB|P12277 -1.388461e-01
## CLASP2|E7EW49 3.524932e-01
## CLDN11|O75508 5.867307e-02
## CLIC4|Q9Y696 1.265646e-01
## CLIP2|Q9UDT6 1.750103e-01
## CLTA|P09496-3 -2.332683e-01
## CLTB|P09497 -2.282672e-02
## CLTC|A0A087WVQ6 -1.112649e-01
## CLVS1|Q8IUQ0 4.326066e-01
## CMAS|Q8NFW8 6.280289e-02
## CMPK1|P30085 2.180816e-01
## CNDP2|Q96KP4 -2.905434e-01
## CNKSR2|Q8WXI2-5 8.483258e-02
## CNP|P09543 -1.547047e-01
## CNRIP1|Q96F85 -3.918620e-01
## CNTN1|Q12860 -1.568374e-01
## CNTN4|Q8IWV2 -3.096950e-01
## CNT P1|P78357 -1.899850e-01
## CNT P2|Q9UHC6 -1.490888e-01
## COMT|P21964 4.238776e-01
## COPA|P53621 1.139986e-01
## COPG1|Q9Y678 -4.506127e-02
## COPS2|P61201 9.478783e-02
## COPS3|Q9UNS2 -2.196756e-01
## COPS4|Q9BT78 -3.630567e-01
## COPS6|E7EM64 1.808416e-01
## CORO1A|P31146 -1.749288e-01
## CORO1B|Q9BR76 2.232102e-01
## CORO1C|Q9ULV4 2.048848e-01
## CORO2B|Q9UQ03 3.285288e-02
## COTL1|Q14019 -4.106471e-01
## COX4I1|P13073 2.535377e-01
## COX5A|P20674 2.225401e-01
## COX6A1|P12074 2.411163e-01
## COX6C|P09669 1.755231e-01
## COX7A2|P14406 -2.247887e-02
## CP|E9PFZ2 1.066919e-01
## CPE|P16870 -1.024603e-01
## CPLX1|O14810 -7.995057e-02
## CPLX2|Q6PUV4 1.576942e-01
## CPLX3|Q8WVH0 1.040332e-01
## CPNE1|B0QZ18 -2.250183e-02
## CPNE4|Q96A23 -2.288820e-01
## CPNE5|Q9HCH3 3.875421e-01
## CPNE6|O95741 -1.357250e-01
## CPT2|P23786 2.860901e-01
## CRIP2|P52943 2.530937e-01
## CRMP1|Q14194-2 1.854463e-01
## CROCC|Q5TZA2 3.572740e-01
## CRYM|Q14894 -1.137562e-01
## CS|O75390 -5.699801e-01
## CSDE1|O75534 2.233757e-01
## CSE1L|P55060 5.736280e-02
## CSNK2A2|P19784 3.018614e-01
## CSPG5|O95196 5.745871e-02
## CSRP1|P21291 2.772148e-01
## CTBP1|Q13363 -1.579387e-01
## CTN 1|P35221 1.057501e-01
## CTN 2|P26232 1.334770e-02
## CTNNB1|P35222 2.760625e-01
## CTNND2|Q9UQB3 -1.285557e-01
## CTSB|P07858 -1.497882e-01
## CTSD|P07339 -2.799679e-01
## CTTN|Q14247 2.578908e-01
## CTTNBP2|Q8WZ74 -1.471502e-01
## CUL2|Q13617 -4.344725e-01
## CUL3|Q13618 2.492319e-01
## CUL5|Q93034 -3.957810e-01
## CYB5R1|Q9UHQ9 -3.376316e-02
## CYB5R3|P00387 -1.948221e-01
## CYC1|P08574 -2.205697e-01
## CYCS|C9JFR7 1.347629e-01
## CYFIP1|Q7L576 2.731697e-01
## CYFIP2|Q96F07 -1.411106e-02
## CYFIP2|Q96F07.1 7.368227e-02
## CYLD|Q9NQC7 5.614932e-01
## CYP46A1|H0Y3G0 6.316013e-01
## CYTH2|Q99418 4.380959e-01
## DAP3|P51398 9.743259e-02
## DBN1|Q16643-3 2.139731e-01
## DBNL|Q9UJU6 2.204306e-01
## DBT|P11182 -7.255841e-02
## DCLK1|O15075 4.112168e-01
## DCLK2|Q8N568-3 3.232712e-01
## DCTN1|Q14203 -1.403860e-01
## DCTN2|Q13561 5.285235e-01
## DCTN3|O75935 2.671699e-01
## DCTN4|Q9UJW0 4.149579e-01
## DDAH1|O94760 -2.456579e-01
## DDAH2|O95865 3.037510e-02
## DDB1|Q16531 -1.702234e-01
## DDOST|P39656 2.278216e-01
## DDX1|Q92499 -1.631081e-01
## DDX39B|Q13838 6.156421e-02
## DDX5|P17844 3.396596e-02
## DDX6|P26196 4.464728e-01
## DECR1|Q16698 -4.941565e-01
## DGKB|Q9Y6T7 1.101859e-01
## DGKG|P49619 1.436126e-01
## DGKZ|Q13574-3 -5.123004e-01
## DHRS1|Q96LJ7 1.148115e-02
## DHX9|Q08211 -1.302184e-01
## DIRAS1|O95057 1.627015e-01
## DIRAS2|Q96HU8 1.089448e-01
## DLAT|P10515 -4.113865e-02
## DLD|P09622 7.950029e-02
## DLG1|Q12959-9 -5.716261e-02
## DLG2|Q15700-2 -1.336771e-01
## DLG3|Q5JUW8 8.447829e-02
## DLG4|P78352 -1.860122e-01
## DLGAP1|O14490-7 4.182556e-01
## DLGAP1|O14490-7.1 2.386673e-01
## DLGAP2|Q9P1A6 1.223445e-01
## DLGAP3|O95886 4.113887e-01
## DLGAP4|Q9Y2H0 1.814258e-01
## DLST|P36957 -2.066561e-02
## DMTN|Q08495 3.926029e-01
## DMXL2|Q8TDJ6 -3.077286e-01
## D JA2|O60884 1.350668e-01
## D JA3|Q96EY1 -1.747205e-01
## DJC5|Q9H3Z4 8.024541e-02
## DJC6|O75061-2 -3.028703e-03
## DNM1|Q05193-2 -3.669627e-01
## DNM1|Q05193-2.1 -3.301570e-01
## DNM1L|O00429-6 2.498688e-01
## DNM1L|O00429-6.1 -2.032010e-01
## DNM2|P50570 3.234397e-02
## DNM3|Q9UQ16-3 -5.824213e-02
## DNPEP|E7ETB3 2.262534e-01
## DOCK3|Q8IZD9 2.385326e-01
## DOCK7|Q96N67 1.869389e-01
## DOCK9|Q9BZ29-5 2.323948e-02
## DPP10|Q8N608-3 -8.967486e-02
## DPP6|P42658-2 1.611019e-01
## DPYSL2|Q16555-2 -1.621320e-01
## DPYSL2|Q16555-2.1 -2.923671e-01
## DPYSL3|Q14195-2 -3.316740e-01
## DPYSL4|O14531 -1.464897e-01
## DPYSL5|Q9BPU6 -2.405675e-01
## DSP|P15924 -4.294174e-02
## DSTN|P60981 -2.453774e-01
## DTD1|Q8TEA8 3.176717e-01
## DYNC1H1|Q14204 -3.271168e-01
## DYNC1I1|O14576-2 1.767126e-02
## DYNC1LI1|Q9Y6G9 2.361270e-02
## DYNC1LI2|O43237 3.846062e-01
## DYNLL1|P63167 6.650737e-04
## DYNLL2|Q96FJ2 -5.882422e-01
## ECHS1|P30084 -2.918670e-01
## ECI1|P42126 -4.223350e-01
## ECI2|A0A0C4DGA2 7.354690e-02
## EDC3|Q96F86 -8.729902e-02
## EEA1|Q15075 -2.178254e-01
## EEF1A1|P68104 -1.621725e-01
## EEF1A2|Q05639 -3.344388e-02
## EEF1D|E9PRY8 5.288679e-01
## EEF1G|P26641 2.802497e-01
## EEF2|P13639 -1.111285e-01
## EFHD2|Q96C19 5.204130e-01
## EFL1 6.559571e-02
## EFR3B|Q9Y2G0 2.315483e-01
## EHD1|A0A024R571 6.855075e-02
## EHD3|Q9NZN3 -1.148766e-01
## EIF2S1|P05198 4.158948e-01
## EIF2S3|P41091 -1.066149e-01
## EIF3A|Q14152 4.769022e-03
## EIF3D|O15371 -9.359148e-02
## EIF3F|O00303 -2.729554e-01
## EIF4A1|P60842 8.568028e-02
## EIF4B|P23588 4.569640e-01
## EIF4E|D6RBW1 6.559384e-01
## EIF4G1|Q04637-9 -3.689540e-01
## EIF6|P56537 -6.800231e-02
## ELAVL1|Q15717 2.140732e-01
## ELAVL2|A0A0A0MRX1 4.128791e-01
## ELFN2|Q5R3F8 1.945651e-01
## ELMO2|Q5JVZ5 -1.056216e-01
## EMC1|Q8N766 -4.131501e-01
## ENDOD1|O94919 -2.099003e-02
## ENO1|P06733 -4.221480e-01
## ENO2|P09104 -2.136084e-01
## EPB41L1|A0A0C4DH22 5.025311e-01
## EPB41L2|O43491-4 2.770460e-01
## EPB41L3|Q9Y2J2-4 7.368536e-01
## EPB41L3|Q9Y2J2-4.1 5.777003e-01
## EPHA4|P54764 -2.603263e-01
## EPM2AIP1|Q7L775 1.063873e-02
## EPN1|Q9Y6I3 2.781752e-01
## EPS15L1|Q9UBC2-2 4.256076e-01
## ERC2|O15083 1.703714e-01
## ERGIC1|Q969X5 1.779720e-01
## ERLIN2|O94905 -1.327599e-01
## ERP44|Q9BS26 3.337990e-01
## ESD|P10768 -3.407071e-01
## ETF1|P62495 -9.494654e-02
## ETFA|P13804 -3.132416e-02
## ETFB|P38117 -9.858276e-02
## ETFDH|Q16134 -2.618613e-01
## EWSR1|B0QYK0 2.807963e-01
## EZR|P15311 -3.920478e-01
## FABP5|Q01469 1.112685e-02
## FABP7|O15540 3.477441e-01
## FAHD1|Q6P587 2.497034e-02
## FAHD2A|Q96GK7 -3.666216e-01
## FAM162A|F8W7Q4 -4.901226e-01
## FAM171A2|A8MVW0 -1.445443e-01
## FARP1|Q9Y4F1 1.461265e-01
## FARSA|K7ER00 -2.590740e-02
## FARSB|Q9NSD9 -2.917349e-01
## FASN|P49327 -1.350011e-01
## FAU|P62861 -1.720104e-01
## FBL|P22087 -5.643350e-02
## FBXL16|Q8N461 -2.753422e-01
## FBXO2|Q9UK22 -7.409327e-02
## FBXO41|Q8TF61 4.606148e-02
## FECH|P22830-2 3.943145e-01
## FGF12|P61328 -1.135299e-01
## FIS1|Q9Y3D6 5.224791e-01
## FKBP1A|Q5W0X3 6.566730e-02
## FKBP8|Q14318-2 6.116698e-01
## FLOT1|O75955 2.848898e-02
## FLOT2|Q14254 2.348224e-02
## FN3KRP|Q9HA64 3.179992e-01
## FSCN1|Q16658 -6.023270e-02
## FSD1|Q9BTV5 3.607158e-02
## FUNDC2|Q9BWH2 -3.647485e-01
## FUS|P35637 7.446845e-01
## FXYD6|Q9H0Q3 4.063502e-01
## FXYD7|K7ENE8 1.995551e-01
## FYN|P06241 1.737939e-01
## GABARAPL2|P60520 -4.299495e-02
## GABBR1|Q9UBS5 -2.117041e-01
## GABBR2|O75899 -1.431709e-01
## GABRA1|P14867 -3.381774e-02
## GABRA2|E9PBQ7 8.448343e-02
## GABRB1|P18505 -3.325197e-01
## GABRB2|P47870-1 -2.478013e-01
## GABRB3|P28472-2 -1.093165e-01
## GABRG2|P18507 7.251156e-02
## GAD1|Q99259 -4.759567e-03
## GAD2|Q05329 7.844677e-02
## GA B|Q14697 -9.262554e-02
## GAP43|P17677 -3.118675e-01
## GAPDH|P04406 -4.622554e-01
## GAPVD1|Q14C86-6 3.310662e-01
## GCDH|Q92947 -1.737737e-01
## GCN1 4.253928e-01
## GDA|Q9Y2T3 -8.473446e-02
## GDAP1|Q8TB36 -2.305264e-01
## GDAP1L1|Q96MZ0 1.179021e-01
## GDI1|P31150 -3.937890e-01
## GDI2|P50395 -1.496743e-01
## GDPD1|Q8N9F7 5.895186e-01
## GFAP|P14136 -1.332430e-02
## GGCT|O75223 -3.188179e-01
## GGT7|Q9UJ14 -3.022260e-01
## GIT1|Q9Y2X7-3 3.240636e-01
## GJA1|P17302 6.001080e-01
## GK3P 3.118142e-01
## GLIPR2|Q9H4G4 4.078098e-02
## GLO1|Q04760 2.671936e-01
## GLOD4|Q9HC38-2 1.319431e-01
## GLRX|P35754 -6.737906e-02
## GLRX3|O76003 2.766339e-01
## GLRX5|Q86SX6 1.742049e-01
## GLS|O94925 -6.280796e-02
## GLUL|P15104 -4.419688e-01
## GMFB|P60983 2.849902e-01
## GMPS|P49915 3.394761e-01
## G11|P29992 -2.396525e-01
## G13|Q14344 -2.725218e-01
## G I1|P63096 -2.357572e-01
## G I2|P04899 -1.943610e-01
## G I3|P08754 -1.781441e-01
## G L|P38405 1.708443e-01
## GS|P63092 -1.769466e-01
## GZ|P19086 -2.254547e-01
## GNB1|B3KVK2 -1.229660e-01
## GNB2|P62879-2 -2.610223e-01
## GNB5|O14775 -2.916336e-01
## GNG12|Q9UBI6 5.447343e-02
## GNG2|P59768 1.759092e-01
## GNG3|P63215 -5.834900e-02
## GNG4|P50150 1.851377e-01
## GNG7|O60262 2.731043e-01
## GNL1|P36915 9.163364e-02
## GOT1|P17174 -3.106386e-01
## GOT2|P00505 -2.054937e-01
## GPD1|P21695 -4.843931e-01
## GPD1L|Q8N335 -1.896647e-01
## GPD2|P43304 -1.541837e-01
## GPHN|Q9NQX3 -5.918591e-02
## GPM6A|P51674 -3.255012e-01
## GPM6B|Q13491-4 1.431779e-01
## GPR158|Q5T848 2.069568e-01
## GPRIN1|Q7Z2K8 2.564839e-01
## GPS1|Q13098-7 -7.839269e-02
## GPX4|A0A087WT12 5.496222e-01
## GRB2|P62993 1.200801e-01
## GRHPR|Q9UBQ7 -4.007551e-01
## GRIA1|P42261 -1.167617e-01
## GRIA3|P42263 4.554099e-02
## GRIA3|P42263.1 -1.516584e-01
## GRIN1|Q05586-5 -2.565542e-01
## GRIN2A|Q12879 -2.731491e-01
## GRIN2B|Q13224 -2.430889e-02
## GRM1|Q13255 -3.051749e-01
## GRM2|Q14416 -1.639758e-01
## GRM3|Q14832 4.868201e-02
## GRM5|P41594 -2.427118e-02
## GSK3A|P49840 1.511863e-01
## GSK3B|P49841-2 7.796357e-02
## GSN|P06396-3 1.137797e-01
## GSPT1|P15170-3 2.580260e-01
## GSTM3|P21266 2.170847e-01
## GSTP1|P09211 2.466883e-02
## GSTZ1|A0A0C4DFM0 -4.947181e-01
## GTPBP1|O00178 1.240007e-01
## GUCY1B1 9.929749e-02
## H2AX 4.081568e-02
## HACD3 3.410015e-01
## HADH|Q16836 1.065848e-01
## HADHA|P40939 -3.094651e-01
## HADHB|P55084 -9.921796e-02
## HCN1|O60741 1.245425e-01
## HDGFL3 8.541457e-02
## HDHD2|Q9H0R4 -3.777287e-02
## HDLBP|A0A024R4E5 -3.503177e-01
## HEBP1|Q9NRV9 4.822463e-01
## HECTD4|F8VWT9 -4.587193e-01
## HEXB|P07686 -3.003908e-01
## HGS|O14964 -2.441388e-02
## HIBCH|Q6NVY1 -1.327531e-01
## HINT1|P49773 -4.131342e-01
## HINT2|Q9BX68 4.458622e-01
## HINT3|Q9NQE9 7.715474e-03
## HK1|P19367 -1.570684e-01
## HNRNPA0|Q13151 -8.694294e-02
## HNRNPA1|P09651-2 -1.821194e-02
## HNRNPA2B1|P22626 -7.814490e-02
## HNRNPA3|P51991 -1.885965e-01
## HNRNPAB|Q99729-3 -1.025165e-01
## HNRNPC|P07910-2 9.269654e-02
## HNRNPD|Q14103-3 -4.704328e-02
## HNRNPDL|O14979 3.167581e-03
## HNRNPH1|P31943 -9.868632e-02
## HNRNPK|P61978-2 -2.815877e-02
## HNRNPL|P14866 -1.417727e-01
## HNRNPM|P52272 -3.312416e-01
## HNRNPR|O43390 5.804559e-02
## HNRNPU|Q00839 -1.228049e-01
## HNRNPUL1|Q9BUJ2 -3.430453e-01
## HOMER1|Q86YM7 1.099022e-01
## HP1BP3|Q5SSJ5 2.405200e-01
## HPCA|P84074 6.329851e-02
## HPCAL1|P37235 -1.359226e-01
## HPCAL4|Q9UM19 -3.055055e-01
## HPRT1|P00492 -4.045780e-01
## HRAS|P01112 -3.069386e-01
## HSD17B10|Q99714 -6.347778e-01
## HSD17B12|Q53GQ0 1.061729e-01
## HSD17B4|P51659 5.667232e-03
## HSDL1|Q3SXM5 -1.078566e-01
## HSP90AA1|P07900 -2.304340e-01
## HSP90AB1|P08238 -2.354675e-01
## HSP90B1|P14625 -7.489672e-02
## HSPA12A|O43301 1.097778e-01
## HSPA1A -2.602591e-02
## HSPA4|P34932 1.138099e-02
## HSPA4L|O95757 -1.316523e-01
## HSPA5|P11021 9.320081e-02
## HSPA8|P11142 4.675220e-01
## HSPA9|P38646 4.986894e-04
## HSPB1|P04792 3.040132e-01
## HSPB1|P04792.1 6.262377e-02
## HSPE1|P61604 1.724386e-02
## HSPH1|Q92598 -1.269198e-01
## IARS2|Q9NSE4 4.783438e-03
## ICAM5|Q9UMF0 -3.682928e-01
## IDH1|O75874 -1.714190e-01
## IDH2|P48735 -2.049411e-01
## IDH3A|P50213 -1.156289e-02
## IDH3B|O43837 -2.250640e-01
## IDH3G|P51553 -1.968317e-01
## IGSF8|Q969P0 6.876293e-03
## ILF2|Q12905 -3.438733e-02
## IMMT|Q16891-4 -4.288462e-02
## IMMT|Q16891-4.1 -1.428273e-02
## IMPA1|P29218 -1.705086e-03
## IMPACT|Q9P2X3 4.299253e-01
## I|Q16352 1.349620e-01
## I|Q16352.1 1.829031e-01
## INPP1|P49441 -1.806801e-01
## INPP4A|Q96PE3 -1.371997e-01
## IPO11|Q9UI26 -5.608602e-02
## IPO7|O95373 -3.420802e-01
## IQGAP2|Q13576 -5.648361e-02
## IQSEC1|Q6DN90 3.837839e-01
## IQSEC2|Q5JU85-2 -1.180640e-01
## ISOC2|Q96AB3 1.374382e-01
## IST1|P53990 5.799050e-02
## ITPA|Q9BY32 -2.635182e-01
## ITPKA|P23677 -1.361514e-01
## ITPR1|Q14643 -6.451349e-01
## ITSN1|Q15811 1.533284e-01
## IVD|P26440 -3.545599e-01
## JAM3|Q9BX67 4.663841e-01
## JUP|P14923 1.318333e-01
## KALRN|H7BXZ5 -3.498093e-02
## KARS1 1.527588e-01
## KBTBD11|O94819 -1.116821e-01
## KC 1|Q09470 -3.790795e-01
## KC 2|P16389 9.883885e-02
## KC B2|Q13303 6.062169e-02
## KCND2|Q9NZV8 -1.300964e-01
## KCNMA1|Q5SVJ7 -1.968223e-01
## KCTD12|Q96CX2 5.417256e-02
## KCTD16|Q68DU8 4.289667e-01
## KHDRBS1|Q07666 -1.845947e-01
## KHSRP|Q92945 -3.041539e-02
## KIAA1217|Q5T5P2-2 4.818201e-01
## KIF1A|Q12756-2 2.481062e-01
## KIF21A|Q7Z4S6 -6.922284e-02
## KIF2A|O00139-4 2.835504e-01
## KLC1|G3V3H3 3.445014e-01
## KLC2|Q9H0B6 2.950368e-01
## KP3|O00505 2.548035e-01
## KPNB1|Q14974 -2.779323e-01
## KRAS|P01116-2 8.126421e-03
## KRT77|Q7Z794 2.995781e-02
## KTN1|Q86UP2 2.001728e-01
## L2HGDH|Q9H9P8 -8.573218e-02
## LANCL1|O43813 6.632361e-01
## LANCL2|Q9NS86 2.703414e-01
## LAP3|P28838 -2.332213e-01
## LASP1|Q14847 4.470966e-01
## LDHB|P07195 -3.316983e-01
## LETM1|O95202 1.679019e-01
## LGALSL|Q3ZCW2 1.884985e-01
## LGI1|O95970 -1.402764e-01
## LIN7A|O14910 -2.073663e-01
## LIN7C|Q9NUP9 -1.729218e-01
## LINGO1|Q96FE5 -2.849782e-01
## LM|P02545 -4.726443e-01
## LMNB1|P20700 3.445860e-01
## LMNB2|J9JID7 4.007133e-01
## LNPK 4.736947e-01
## LONP1|K7EKE6 -5.827227e-02
## LRP1|Q07954 2.357923e-01
## LRPPRC|P42704 -2.053881e-02
## LRRC4B|Q9NT99 -3.002456e-02
## LRRC57|Q8N9N7 -1.803399e-01
## LRRC59|Q96AG4 3.849920e-01
## LRRC7|Q96NW7 8.354845e-02
## LRRC8A|Q8IWT6 1.314189e-01
## LSAMP|Q13449 -1.154490e-01
## LTA4H|P09960 -4.052185e-01
## LXN|Q9BS40 -2.103723e-01
## LYPLA2|O95372 2.720392e-01
## MACF1|H3BQK9 -3.672965e-01
## MACROH2A1 3.468357e-03
## MADD|Q8WXG6 2.228744e-01
## MAG|P20916 -7.227247e-02
## MAL2|Q969L2 3.138315e-01
## MAOA|P21397 -2.212680e-01
## MAOB|P27338 -1.212282e-01
## MAP1A|E9PGC8 3.255688e-01
## MAP1B|P46821 5.071594e-01
## MAP1LC3A|Q9H492 8.774667e-02
## MAP2|P11137-3 3.382657e-01
## MAP2|P11137-3.1 3.354190e-01
## MAP2K1|Q02750 1.008523e-01
## MAP2K4|P45985 1.313594e-01
## MAP4|E7EVA0 2.045658e-01
## MAP4|E7EVA0.1 7.844203e-01
## MAP6|Q96JE9 7.766570e-01
## MAP6D1|Q9H9H5 4.114093e-01
## MAP7D1|Q3KQU3-4 7.262676e-01
## MAP7D2|Q96T17 -5.858812e-02
## MAPK1|P28482 -1.723780e-01
## MAPK10|P53779-2 -3.030775e-01
## MAPK3|P27361 7.405956e-02
## MAPRE2|Q15555-3 4.329105e-01
## MAPRE3|Q9UPY8 4.793965e-01
## MAPT|P10636 3.031579e-01
## MAPT|P10636.1 4.308712e-01
## MARCKS|A0A087WZH7 2.733197e-01
## MARK1|Q9P0L2 1.290833e-02
## MARK2|E9PC69 -2.328604e-02
## MARS1 -1.932344e-01
## MAT2A|P31153 -1.908215e-01
## MATR3|P43243 -3.067713e-02
## MB21D2|Q8IYB1 9.301928e-02
## MBP|P02686 -2.994500e-01
## MCCC1|Q96RQ3 -3.044741e-01
## MCCC2|Q9HCC0 -1.699843e-01
## MCU|Q8NE86 -7.345291e-02
## MDH1|P40925-3 -1.057293e-01
## MDH2|P40926 -9.740773e-02
## MDN1|Q9NU22 1.457055e-01
## ME1|P48163 -2.124682e-01
## ME2|P23368 -3.040871e-01
## ME3|Q16798 -1.551815e-02
## MFF|Q9GZY8 1.475397e-01
## MFN2|O95140 2.092837e-02
## MGLL|Q99685 -2.592707e-02
## MGST3|O14880 2.639301e-01
## MICAL3|Q7RTP6 3.937433e-01
## MICOS13 -1.391889e-01
## MIF|P14174 -3.946200e-01
## MINK1|Q8N4C8-3 1.273762e-01
## MMUT -2.615114e-01
## MOBP|Q13875 -1.330945e-01
## MOG|Q16653 2.074159e-02
## MPC1|Q5TI65 3.634738e-01
## MPC2|Q5R3B4 -1.881453e-02
## MPI|P34949 -1.020652e-01
## MPP1|Q00013 4.563405e-01
## MPP2|B4DZ84 -2.817033e-01
## MPST|P25325-2 -3.938725e-01
## MRPS31|Q92665 -1.966470e-01
## MRRF|Q96E11 -1.099847e-01
## MSN|P26038 1.720488e-01
## MTARC2 -1.987188e-01
## MTCH1|Q9NZJ7 3.827228e-02
## MTCH2|Q9Y6C9 -3.061341e-01
## MTCH2|Q9Y6C9.1 -2.203069e-01
## MTDH|Q86UE4 4.329352e-01
## MTFP1|Q9UDX5 -3.880260e-02
## MTFR1L|Q9H019 1.254024e-01
## MTHFD1|F5H2F4 1.525615e-01
## MTHFD1L|B7ZM99 -1.294437e-01
## MTPN|P58546 7.596914e-02
## MTX1|A0A0A0MRK6 9.872328e-02
## MTX2|O75431 -8.091993e-02
## MYH10|P35580-2 -1.275018e-01
## MYH14|Q7Z406-6 -2.418171e-01
## MYH9|P35579 -1.015803e-03
## MYL6|G8JLA2 -2.208567e-01
## MYLK|Q15746 -3.949268e-01
## MYO18A|Q92614 1.075835e-01
## MYO5A|Q9Y4I1-2 2.156673e-01
## MYO6|A0A0A0MRM8 -2.297126e-01
## A10|P41227 2.131057e-01
## CA|E9PAV3 5.195730e-01
## DK2|Q4G0N4 -5.146743e-01
## P1L1|H0YIV4 -6.721455e-02
## P1L4|Q99733-2 -1.789274e-01
## PA|P54920 3.636902e-03
## PB|Q9H115 -1.655659e-01
## PG|Q99747 2.200776e-02
## XD -3.076475e-01
## XE -3.699714e-01
## NBEA|Q8NFP9 2.368202e-01
## NCALD|P61601 -1.320563e-01
## NCAM1|P13591-1 3.975641e-01
## NCAM1|P13591-2 4.798661e-01
## NCAM1|P13591-3 2.485733e-01
## NCAM2|H9KV31 -2.283339e-01
## NCAN|O14594 1.022600e-01
## NCDN|Q9UBB6 -1.337836e-01
## NCEH1|Q6PIU2 2.934479e-01
## NCKAP1|Q9Y2A7-2 -2.545553e-01
## NCKIPSD|Q9NZQ3 -2.716075e-02
## NCL|P19338 1.703748e-01
## NCLN|Q969V3 -7.471508e-03
## NCS1|P62166 -5.491689e-01
## NDRG1|Q92597 -7.851766e-02
## NDRG2|Q9UN36 -4.826167e-01
## NDRG3|Q9UGV2 -5.407662e-02
## NDRG4|Q9ULP0-6 -3.457924e-01
## NDUFA10|O95299 -1.476736e-01
## NDUFA11|Q86Y39 -2.634846e-01
## NDUFA12|Q9UI09 -2.669364e-01
## NDUFA13|Q9P0J0 5.025858e-01
## NDUFA2|O43678 1.720099e-01
## NDUFA4|O00483 -4.735865e-01
## NDUFA5|Q16718 2.881813e-03
## NDUFA7|O95182 1.824464e-01
## NDUFA9|Q16795 -8.871388e-02
## NDUFAF5|Q5TEU4 -2.740037e-02
## NDUFB10|O96000 -6.912389e-03
## NDUFB3|O43676 4.080588e-01
## NDUFB4|O95168 -2.876638e-01
## NDUFS1|P28331 -1.209841e-01
## NDUFS2|O75306 -5.455874e-02
## NDUFS3|O75489 -1.741464e-01
## NDUFS7|O75251 -3.877985e-01
## NDUFS8|O00217 -3.024106e-03
## NDUFV1|G3V0I5 -2.189979e-01
## NDUFV2|E7EPT4 8.540941e-02
## NEBL|O76041-2 -6.266959e-02
## NECAB1|Q8N987 4.052413e-01
## NECAB2|Q7Z6G3 1.707706e-01
## NECAP1|Q8NC96 -4.697348e-01
## NECTIN1 -4.328937e-01
## NEDD4 -1.608173e-01
## NEFH|P12036 4.369403e-02
## NEFL|P07196 4.375705e-02
## NF1|P21359-6 2.371796e-01
## NFASC|O94856-9 -6.800014e-02
## NGEF|Q8N5V2 -1.311085e-01
## NIPS P1|Q9BPW8 -4.186620e-01
## NIPS P2 -1.049007e-03
## NLGN2|Q8NFZ4 -1.584107e-01
## NLGN3|Q9NZ94 -3.790006e-01
## NME1|P15531 -2.442503e-01
## NME1-NME2 -2.427354e-01
## NNT|Q13423 -1.848788e-01
## NOS1|C9J5P6 3.106336e-01
## NPEPPS|E9PLK3 -3.234155e-01
## NPRL2|Q8WTW4 2.666778e-01
## NPTN|Q9Y639-5 -1.600954e-01
## NPTX1|Q15818 -4.266443e-01
## NPTXR|O95502 -1.666783e-01
## NRCAM|Q92823-3 -1.961671e-01
## NRGN|Q92686 2.193587e-01
## NRXN1|E7ERL8 -1.190470e-01
## NSF|P46459 1.847928e-02
## NSFL1C|Q9UNZ2-5 1.373267e-01
## NT5DC3|Q86UY8 1.469630e-01
## NTM|Q9P121-4 -2.434288e-01
## NTRK2|Q16620-4 -1.084331e-01
## NUDC|Q9Y266 6.114931e-02
## NUDCD2|Q8WVJ2 1.085431e-01
## NUDT2|P50583 -2.173494e-01
## NUMBL|Q9Y6R0 4.179437e-01
## OAT|P04181 -3.267022e-01
## OCRL|Q01968 -1.580572e-01
## OGDH|E9PCR7 7.746117e-02
## OGDH|E9PCR7.1 -6.534046e-02
## OGDHL|Q9ULD0 -1.671166e-01
## OGT|O15294 6.590045e-02
## OLA1|Q9NTK5 -2.263178e-01
## OPA1|O60313-2 -5.709955e-03
## OPCML|Q14982 1.259502e-01
## OSBPL11|Q9BXB4 2.065303e-01
## OTUB1|J3KR44 -3.666829e-02
## OXCT1|P55809 -4.853557e-01
## OXR1|Q8N573 1.234571e-01
## P4HB|P07237 1.610412e-01
## PA2G4|Q9UQ80 1.596397e-01
## PACS1|Q6VY07 4.861023e-02
## PACSIN1|Q9BY11 2.932526e-01
## PACSIN2|Q9UNF0-2 -1.272469e-01
## PAFAH1B1|P43034 2.779634e-01
## PAFAH1B2|P68402 -2.181850e-01
## PAICS|P22234 -1.389948e-01
## PAK1|Q13153 -3.677860e-01
## PAK2|Q13177 1.747463e-01
## PAK3|O75914 2.490705e-01
## PALM|O75781 5.227277e-01
## PALM2AKAP2 -8.963896e-02
## PARK7|Q99497 1.511166e-01
## PC|P11498 -1.998698e-01
## PCBP1|Q15365 -9.178407e-03
## PCBP2|Q15366-3 -4.607150e-02
## PCBP3|E9PFP8 1.156236e-01
## PCCA|P05165 -4.932477e-01
## PCCB|P05166 -1.241720e-01
## PCDH1|Q08174-2 2.118973e-01
## PCDH1|Q08174-2.1 4.670790e-02
## PCDH8|O95206 -6.063497e-02
## PCK2|Q16822 2.291442e-01
## PCLO|Q9Y6V0-5 2.775832e-01
## PCMT1|P22061 5.940887e-02
## PCSK2|P16519 7.309957e-02
## PDAP1|Q13442 5.764223e-01
## PDCD6|O75340 -2.844712e-01
## PDE10A|Q9Y233-2 1.169485e-01
## PDE1A|P54750-4 9.706400e-02
## PDE1B|Q01064 9.561987e-02
## PDE2A|O00408-2 7.660398e-03
## PDE4B|Q07343-3 7.478907e-01
## PDHA1|P08559 -1.331015e-01
## PDHB|P11177 -4.431671e-01
## PDHX|O00330 -3.650333e-01
## PDIA3|P30101 2.430767e-01
## PDIA4|P13667 2.415429e-01
## PDIA6|Q15084 -6.733606e-03
## PDK1|Q15118 8.658860e-03
## PDK2|Q15119 -9.257296e-03
## PDK3|Q15120 -8.958983e-02
## PDPR|Q8NCN5 4.539731e-01
## PDXK|O00764 -1.128721e-01
## PDXP|Q96GD0 -2.696405e-01
## PEX5L|Q8IYB4-3 -2.165974e-01
## PFKL|P17858 -8.893712e-02
## PFKM|P08237 -4.974430e-01
## PFKP|Q01813 -4.226029e-01
## PFN2|P35080 -4.716793e-01
## PGAM1|P18669 -1.857051e-01
## PGAM5|Q96HS1 2.451304e-01
## PGD|P52209-2 -1.423704e-01
## PGK1|P00558 -2.578052e-01
## PGLS|O95336 -1.049580e-01
## PGM2|Q96G03 -1.015209e-01
## PGM2L1|Q6PCE3 -1.996042e-01
## PGP|A6NDG6 4.944192e-01
## PGRMC1|O00264 3.820353e-01
## PHACTR1|Q9C0D0 5.099963e-01
## PHB2|Q99623 -2.034382e-01
## PHF24 3.096034e-01
## PHGDH|O43175 -4.198673e-01
## PHYHIP|Q92561 3.419620e-02
## PHYHIPL|Q96FC7 -3.211446e-02
## PI4KA|J3KN10 3.104258e-02
## PICALM|Q13492 4.360006e-02
## PIP4K2B|P78356 -3.056670e-01
## PIP4K2C|Q8TBX8 -1.944585e-01
## PIP5K1C|O60331 -1.014068e-01
## PITP|Q00169 -6.383652e-01
## PITPNM1|O00562 5.775535e-01
## PITPNM2|Q9BZ72-2 2.269137e-01
## PKM|P14618 -5.972475e-01
## PKM|P14618.1 2.906487e-01
## PKP4|Q99569 2.061954e-01
## PLAA|Q9Y263 -7.442071e-02
## PLCB1|Q9NQ66 -9.814469e-02
## PLD3|Q8IV08 4.828523e-01
## PLEC|Q15149-3 5.145799e-02
## PLEC|Q15149-3.1 2.763604e-02
## PLEKHA5|Q9HAU0-6 1.841193e-01
## PLP1|P60201 -2.600977e-01
## PLPPR2 -2.653275e-01
## PLPPR3 -1.078114e-01
## PLPPR4 3.921915e-01
## PLS3|P13797 -1.498596e-01
## PLX 4|Q9HCM2 2.337341e-01
## PMM1|Q92871 -3.092791e-02
## PNP|P00491 -9.290017e-02
## POR|P16435 4.534270e-01
## PPA1|Q15181 2.845591e-01
## PPA2|Q9H2U2 2.356183e-01
## PPFIA3|O75145 2.058938e-01
## PPID|Q08752 1.682308e-01
## PPM1A|P35813 3.609709e-01
## PPM1E|Q8WY54 -1.187377e-01
## PPM1H|Q9ULR3 5.341702e-01
## PPM1H|Q9ULR3.1 -1.517246e-02
## PPM1L|Q5SGD2 3.392123e-01
## PPME1|Q9Y570 2.152408e-01
## PPP1CA|P62136 -1.724348e-01
## PPP1CB|P62140 3.750276e-02
## PPP1CC|P36873 -1.007265e-01
## PPP1R1B|Q9UD71 -8.530411e-02
## PPP1R9A|Q9ULJ8-5 2.620608e-01
## PPP1R9B|D3DTX6 4.161467e-02
## PPP2CA|P67775 -4.800938e-01
## PPP2CB|P62714 -1.516062e-01
## PPP2R1A|P30153 -3.021998e-01
## PPP2R2A|P63151 -3.381546e-01
## PPP2R5D|Q14738 -6.318595e-02
## PPP2R5E|Q16537 -1.065102e-01
## PPP3CA|Q08209 -2.278968e-01
## PPP3CB|P16298 1.553752e-01
## PPP3R1|D3YTA9 -4.207665e-01
## PPP5C|H0YDU8 -3.640418e-01
## PPT1|P50897 -2.997031e-01
## PRDX1|Q06830 -1.225331e-01
## PRDX2|P32119 -3.207292e-01
## PRDX3|P30048 -1.354092e-01
## PRDX5|P30044 -2.439368e-01
## PRDX6|P30041 -5.068648e-01
## PREP|P48147 4.654842e-01
## PREPL|Q4J6C6 -3.139690e-01
## PRICKLE2|Q7Z3G6 2.615722e-01
## PRICKLE2|Q7Z3G6.1 9.457254e-02
## PRKACA|P17612 -2.990212e-01
## PRKACB|P22694-9 1.094178e-01
## PRKAR1A|P10644 1.402324e-01
## PRKAR1B|P31321 1.664545e-01
## PRKAR2A|P13861 -8.546867e-02
## PRKAR2B|P31323 6.122640e-02
## PRKCA|P17252 1.965261e-01
## PRKCB|P05771-2 -3.723253e-01
## PRKCE|Q02156 -2.497512e-01
## PRKCG|P05129 -3.786448e-01
## PRMT1|E9PKG1 -3.191458e-01
## PRODH|O43272 -4.280759e-01
## PRPS1|P60891 3.115279e-01
## PRPSAP2|O60256 -4.350228e-01
## PRRC2A|P48634 7.868180e-01
## PRRT1|Q99946 -4.153047e-01
## PRRT2|Q7Z6L0 -2.713591e-01
## PRRT3|Q5FWE3 -4.443574e-01
## PRUNE1 -1.145644e-01
## PRXL2A 2.228432e-01
## PRXL2B -1.456758e-01
## PSAT1|Q9Y617 2.505141e-01
## PSD3|Q9NYI0 2.868980e-01
## PSIP1|O75475 -5.474403e-02
## PSMA1|P25786 2.945024e-02
## PSMA2|P25787 -3.796045e-01
## PSMA3|P25788 6.515792e-02
## PSMA4|P25789 2.534528e-01
## PSMA5|P28066 -1.953975e-01
## PSMA6|P60900 -1.777791e-01
## PSMA7|O14818 -9.444629e-02
## PSMB1|P20618 1.382964e-01
## PSMB2|P49721 -1.949104e-01
## PSMB3|P49720 -2.205418e-02
## PSMB4|P28070 7.674007e-02
## PSMB5|P28074 -2.351029e-01
## PSMB6|P28072 1.327743e-01
## PSMB7|Q99436 -1.913704e-01
## PSMC1|P62191 -1.773265e-01
## PSMC2|P35998 -3.045436e-01
## PSMC4|P43686 -7.218927e-02
## PSMC5|P62195 -3.491056e-01
## PSMC6|A0A087X2I1 5.534041e-02
## PSMD11|O00231 -3.566990e-01
## PSMD12|O00232 -1.569493e-01
## PSMD13|Q9UNM6 -9.491319e-02
## PSMD14|O00487 -3.302037e-01
## PSMD2|Q13200 1.005357e-01
## PSMD3|O43242 1.026111e-01
## PSMD5|Q16401 -4.051025e-01
## PSMD6|Q15008 -3.342822e-01
## PSMD8|P48556 3.988146e-01
## PSME1|Q06323 2.999330e-01
## PTGES3|Q15185-4 -1.628317e-01
## PTK2B|Q14289 1.414109e-01
## PTPA -2.531152e-01
## PTPN11|Q06124 3.265128e-01
## PTPRA|P18433 1.788155e-01
## PTPRD|P23468-6 1.092945e-02
## PTPRS|Q13332-2 1.226768e-01
## PURA|Q00577 2.666577e-01
## PURB|Q96QR8 2.763748e-01
## PYCR2|Q96C36 -1.442329e-01
## PYGB|P11216 -5.562732e-01
## PYGM|P11217 -5.510586e-01
## QDPR|P09417 -1.776747e-01
## RAB10|P61026 -2.958553e-01
## RAB11B|Q15907 3.081882e-01
## RAB11FIP2|Q7L804-2 1.179160e-01
## RAB12|Q6IQ22 -8.184685e-02
## RAB14|P61106 1.673582e-01
## RAB18|Q9NP72 -1.803048e-01
## RAB1A|P62820 -4.587829e-02
## RAB1A|P62820.1 -3.531639e-01
## RAB1B|Q9H0U4 -4.177555e-01
## RAB21|Q9UL25 4.978355e-02
## RAB2A|P61019 3.056785e-01
## RAB35|Q15286 1.120926e-01
## RAB39B|Q96DA2 5.252610e-01
## RAB3A|P20336 -7.382873e-02
## RAB3B|P20337 -5.730434e-02
## RAB3C|Q96E17 8.384339e-03
## RAB3D|O95716 -1.070906e-01
## RAB3GAP1|Q15042-3 4.981155e-01
## RAB3GAP2|Q9H2M9 9.210553e-02
## RAB5A|P20339 5.936237e-02
## RAB5B|P61020 -1.021083e-01
## RAB5C|P51148 6.134375e-02
## RAB6A|P20340 9.959204e-02
## RAB6B|Q9NRW1 9.464919e-02
## RABGGTA|Q92696 1.230560e-02
## RAC1|P63000 1.200903e-01
## RACK1 -2.528750e-02
## RALA|P11233 6.403361e-02
## RANBP1|P43487 6.253073e-02
## RANGAP1|P46060 2.736388e-01
## RAP1B|F5GZG1 -1.901337e-01
## RAP1GAP|X6R8W7 1.369981e-01
## RAP1GAP2|Q684P5 3.788744e-01
## RAP1GDS1|P52306-3 -2.581306e-01
## RAP1GDS1|P52306-3.1 -1.902605e-01
## RAP2A|P10114 1.339189e-02
## RAP2B|P61225 -1.722531e-01
## RAPGEF2|Q9Y4G8 -2.594470e-02
## RAPGEF4|Q8WZA2 -5.180500e-01
## RASAL1|O95294-4 -1.121336e-01
## RASGRF1|Q13972 -4.734950e-02
## REEP5|Q00765 2.491722e-01
## RELCH -6.985949e-02
## REPS1|Q96D71 -1.847492e-02
## RGS6|P49758-3 -1.935309e-01
## RGS7|P49802 -1.832856e-01
## RHEB|Q15382 -4.328740e-02
## RHOA|P61586 7.137677e-02
## RHOB|P62745 1.121651e-02
## RHOT1|Q8IXI2-7 -1.497906e-01
## RIMS1|Q86UR5 1.615459e-01
## RNF14|Q9UBS8 -4.424635e-02
## RNF214|Q8ND24 4.810398e-01
## RNF41|Q9H4P4 2.616415e-01
## ROCK2|O75116 3.243721e-01
## ROGDI|Q9GZN7 3.807844e-01
## RP2|O75695 -3.420083e-01
## RPH3A|Q9Y2J0 2.465138e-02
## RPL10A|P62906 2.484860e-01
## RPL12|P30050 4.588718e-01
## RPL13|P26373 4.224014e-01
## RPL14|P50914 2.154176e-01
## RPL15|P61313 1.892392e-01
## RPL18|G3V203 3.071716e-01
## RPL18A|Q02543 3.835558e-01
## RPL19|P84098 2.208010e-01
## RPL22|P35268 -2.568590e-02
## RPL23|P62829 4.137665e-01
## RPL23A|P62750 -1.430125e-02
## RPL24|P83731 2.321918e-01
## RPL27|P61353 -1.685181e-02
## RPL27A|P46776 4.143050e-01
## RPL28|P46779 2.150999e-01
## RPL29|P47914 2.773442e-01
## RPL3|P39023 4.321424e-01
## RPL30|P62888 6.450534e-05
## RPL31|P62899 1.266642e-01
## RPL32|D3YTB1 9.280839e-02
## RPL34|P49207 2.962210e-01
## RPL35|P42766 1.549397e-01
## RPL35A|P18077 3.136701e-01
## RPL37|P61927 1.710228e-01
## RPL37A|P61513 5.616163e-01
## RPL38|P63173 -4.706771e-02
## RPL4|P36578 3.874492e-01
## RPL6|Q02878 3.419065e-01
## RPL7|P18124 3.059520e-01
## RPL8|P62917 2.511683e-01
## RPLP1|P05386 2.110674e-01
## RPN1|P04843 2.500720e-01
## RPN2|P04844 1.746613e-01
## RPS11|P62280 3.787102e-01
## RPS13|P62277 7.210673e-02
## RPS16|P62249 4.424940e-01
## RPS19|P39019 7.578824e-01
## RPS2|P15880 2.406488e-01
## RPS20|P60866 4.347410e-01
## RPS24|E7ETK0 3.524296e-01
## RPS25|P62851 5.977098e-01
## RPS26|P62854 3.170489e-01
## RPS3|P23396 2.438972e-01
## RPS5|M0R0F0 -1.988551e-01
## RPS6|P62753 3.276204e-01
## RPS7|P62081 -2.718911e-02
## RPS8|P62241 2.967632e-01
## RPS9|P46781 2.812904e-01
## RPTOR|Q8N122 -2.210626e-01
## RRBP1|Q9P2E9-2 1.187206e-01
## RTCB|Q9Y3I0 -2.494247e-01
## RTN1|Q16799 7.853628e-01
## RTN1|Q16799.1 1.397208e-01
## RTN3|O95197 7.470980e-01
## RTN3|O95197.1 1.510491e-01
## RTN4|Q9NQC3 9.251921e-01
## RUFY3|Q7L099 9.077688e-02
## RUVBL1|Q9Y265 4.683135e-01
## RYR2|Q92736-2 2.693835e-01
## S100A11|P31949 3.962135e-01
## S100A16|Q96FQ6 -1.964179e-01
## S100B|P04271 -2.796978e-01
## SACM1L|Q9NTJ5 -2.091635e-01
## SAMM50|Q9Y512 -6.267675e-02
## SAR1A|Q9NR31 1.409823e-01
## SARS1 -1.965723e-01
## SBF1|O95248-4 -2.829308e-01
## SCAI|Q8N9R8 1.117065e-01
## SCAMP1|O15126 2.901259e-02
## SCAMP5|Q8TAC9 -2.346014e-01
## SCCPDH|Q8NBX0 2.383211e-01
## SCG2|P13521 2.213171e-01
## SCN1B|Q07699 -1.444208e-03
## SCN2A|Q99250 -1.598882e-01
## SCN2B|O60939 -1.684734e-01
## SCRN1|Q12765 -6.625547e-01
## SCYL2|Q6P3W7 -1.871102e-01
## SDHA|P31040 -1.399584e-01
## SDHB|P21912 2.543773e-02
## SEC14L2|O76054 3.865811e-02
## SEC22B|O75396 5.121376e-01
## SEC23A|F5H365 -2.569672e-02
## SEC24C|P53992 1.039958e-01
## SEC61A2|Q9H9S3 2.073206e-01
## SEPTIN11 -2.568913e-01
## SEPTIN2 1.968191e-01
## SEPTIN3 -1.165461e-01
## SEPTIN5 -1.389469e-01
## SEPTIN6 1.521107e-02
## SEPTIN7 -1.007767e-01
## SEPTIN8 -1.617079e-01
## SEPTIN9 -1.227390e-02
## SEPTIN9.1 -2.030157e-01
## SERBP1|Q8NC51 -1.603027e-01
## SERPI 3|P01011 4.095966e-02
## SERPINB1|P30740 -4.289900e-02
## SERPINB6|P35237 -3.191241e-03
## SERPINB9|P50453 -2.256736e-01
## SF3B3|Q15393 -4.045801e-01
## SF3B4|Q15427 -4.687637e-02
## SFN|P31947 1.184066e-01
## SFPQ|P23246 7.583049e-02
## SFXN1|Q9H9B4 4.337378e-02
## SFXN3|A0A0A0MS41 4.293935e-02
## SFXN5|Q8TD22 -4.713545e-01
## SGIP1|Q9BQI5 2.136874e-01
## SGTA|O43765 -2.899953e-03
## SH3BGRL3|A0A087WV23 3.903774e-01
## SH3GL1|Q99961 -1.846483e-01
## SH3GL2|Q99962 -3.029757e-01
## SH3GLB2|Q9NR46-2 -3.022849e-01
## SHANK1|Q9Y566 -9.769805e-03
## SHANK2|Q9UPX8 2.296761e-01
## SHANK2|Q9UPX8.1 1.741485e-01
## SHANK3|Q9BYB0 1.830260e-01
## SHISA7|A6NL88 -1.416251e-01
## SHROOM2|Q13796 -3.163523e-01
## SIPA1L1|O43166 2.428097e-01
## SIRT2|Q8IXJ6 -2.428478e-01
## SKP1|P63208 -1.103436e-01
## SLC12A2|P55011 1.628315e-01
## SLC12A5|Q9H2X9 -3.304680e-01
## SLC17A6|Q9P2U8 1.701255e-01
## SLC17A7|Q9P2U7 -2.006015e-01
## SLC1A2|P43004 -2.078590e-01
## SLC1A3|P43003 -1.381084e-01
## SLC1A4|P43007 -6.892559e-01
## SLC24A2|Q9UI40 -3.239838e-01
## SLC25A1|P53007 6.183426e-01
## SLC25A11|Q02978 -2.642645e-01
## SLC25A12|O75746 2.297463e-02
## SLC25A13|Q9UJS0 2.548183e-01
## SLC25A18|Q9H1K4 1.593021e-01
## SLC25A22|Q9H936 7.202509e-02
## SLC25A3|Q00325-2 -1.120778e-01
## SLC25A4|P12235 -4.636157e-02
## SLC25A46|Q96AG3 -1.460763e-01
## SLC25A5|P05141 -2.180791e-03
## SLC27A4|Q6P1M0 1.648739e-01
## SLC2A1|P11166 -6.291673e-01
## SLC30A1|Q9Y6M5 3.452290e-01
## SLC30A3|Q99726 -1.508874e-01
## SLC32A1|Q9H598 1.940750e-01
## SLC38A3|Q99624 -3.379249e-01
## SLC3A2|P08195-3 -1.110745e-01
## SLC4A10|Q6U841 -3.514487e-01
## SLC4A4|Q9Y6R1 -1.741491e-01
## SLC4A7|Q9Y6M7-9 4.104789e-02
## SLC6A1|P30531 2.578446e-01
## SLC6A11|P48066 -2.272368e-01
## SLC6A17|Q9H1V8 6.596812e-01
## SLC7A5|Q01650 3.849887e-01
## SLC8A1|P32418-5 4.063464e-01
## SMAP1|Q8IYB5 5.629405e-01
## SMPD3|Q9NY59 -4.984149e-01
## S P25|P60880 -8.864891e-02
## S P47|A0A087X0B7 1.881843e-01
## S P91|O60641 5.751069e-02
## SNCA|P37840 3.598694e-01
## SNCB|Q16143 2.379760e-01
## SNCG|O76070 4.665950e-01
## SND1|Q7KZF4 2.425743e-01
## SNPH|O15079-2 -9.475943e-02
## SNRPB|P14678 1.925667e-01
## SNRPD1|P62314 -3.099402e-01
## SNRPD3|P62318 1.681332e-01
## SNX1|Q13596 -2.902562e-02
## SNX12|A0A087X0R6 1.932572e-01
## SNX2|O60749 -1.356950e-01
## SNX27|Q96L92 -3.708540e-01
## SNX3|O60493 5.490466e-01
## SNX6|Q9UNH7 -2.777362e-01
## SOD1|P00441 -2.922485e-01
## SOD2|P04179 -1.086786e-01
## SORBS1|Q9BX66-12 4.018700e-01
## SORBS2|O94875-11 2.158268e-01
## SPR|P35270 -1.311263e-01
## SPTAN1|Q13813-2 1.946275e-01
## SPTB|P11277-2 1.684908e-01
## SPTBN1|Q01082 -6.439988e-02
## SPTBN2|O15020 5.259468e-02
## SRC|P12931-2 -1.314289e-01
## SRCIN1|Q9C0H9-5 4.699162e-01
## SRGAP3|O43295-2 2.561693e-01
## SRI|P30626 -9.510611e-02
## SRM|P19623 9.849524e-03
## SRR|Q9GZT4 -3.265285e-01
## SRSF10|O75494 6.804644e-02
## SRSF2|Q01130 -1.051339e-01
## SRSF7|Q16629 1.213789e-01
## SSR1|C9IZQ1 1.933362e-01
## SSR4|P51571 -1.714844e-01
## STAG2|Q8N3U4-2 -6.347387e-02
## STAM|Q92783 6.545149e-02
## STIM1|G0XQ39 5.021092e-01
## STIP1|P31948 1.644921e-01
## STK24|Q9Y6E0 -2.631374e-01
## STK32C|Q86UX6 -1.430624e-03
## STK39|Q9UEW8 -1.230691e-01
## STMN1|P16949 1.198939e-01
## STMN2|E5RGX5 -6.267040e-02
## STRAP|Q9Y3F4 2.244886e-01
## STRN|O43815 6.954970e-01
## STRN3|Q13033-2 -4.576077e-01
## STRN4|Q9NRL3 2.599748e-01
## STT3A|P46977 1.180783e-01
## STT3B|Q8TCJ2 2.488236e-01
## STUM 9.731223e-02
## STX12|Q86Y82 -2.593128e-01
## STX1A|Q16623 2.770165e-01
## STX1B|P61266 1.747175e-01
## STX7|O15400 1.096992e-01
## STXBP1|P61764 -4.594021e-01
## STXBP1|P61764.1 -2.459957e-01
## STXBP5|Q5T5C0 -3.194921e-01
## STXBP5L|E9PFI2 -1.739943e-01
## SUCLA2|Q9P2R7 -2.003125e-01
## SUCLG1|P53597 -2.435018e-01
## SUCLG2|Q96I99 -4.373693e-01
## SUGT1|Q9Y2Z0 3.627574e-01
## SV2A|Q7L0J3 3.713394e-01
## SV2B|Q7L1I2 -2.397284e-01
## SYN1|P17600 -2.061847e-01
## SYN2|A0A087WW96 2.029390e-01
## SYN3|O14994 -2.341609e-01
## SYNGAP1|Q96PV0 5.295558e-02
## SYNGR1|B5MCD7 4.620642e-04
## SYNGR3|O43761 5.015410e-01
## SYNJ1|C9JFZ1 2.828896e-01
## SYNM|O15061 -1.511871e-01
## SYNRG|Q9UMZ2-7 2.576107e-01
## SYP|P08247 1.734467e-01
## SYT1|P21579 1.673590e-01
## SYT12|Q8IV01 -1.938226e-01
## SYT2|Q8N9I0 -3.403180e-01
## SYT7|F5H126 -6.228223e-02
## TAGLN3|Q9UI15 -3.613338e-02
## TALDO1|P37837 -2.182713e-01
## TAMM41|Q96BW9-3 -2.394502e-01
## TAOK1|Q7L7X3 3.276970e-01
## TARDBP|Q13148 1.909440e-01
## TBC1D10B|Q4KMP7 1.302808e-02
## TBC1D24|Q9ULP9 -3.648171e-01
## TCP1|P17987 -1.360567e-01
## TECR|Q9NZ01 2.049836e-01
## TFG|Q92734 7.918125e-01
## TGM1 5.401545e-02
## TH -8.531492e-02
## THEM4|Q5T1C6 2.046294e-01
## THNSL1|Q8IYQ7 1.187486e-01
## THY1|E9PNQ8 1.657734e-01
## TIMM13|Q9Y5L4 -4.317207e-01
## TIMM22|Q9Y584 3.132700e-02
## TIMM44|O43615 5.967558e-01
## TIMM50|Q3ZCQ8 3.464570e-01
## TKT|P29401 -2.866064e-01
## TLN2|Q9Y4G6 2.508997e-01
## TMED7 -3.373033e-01
## TMED9|Q9BVK6 1.597588e-01
## TMEM11|P17152 2.416836e-01
## TMEM186|Q96B77 -1.709983e-01
## TMEM30A|Q9NV96 6.810537e-02
## TMEM33|P57088 3.035836e-02
## TMEM65|Q6PI78 1.258267e-01
## TMOD2|Q9NZR1-2 2.471017e-01
## TMX1|Q9H3N1 1.817332e-01
## TMX2|Q9Y320 -1.494996e-01
## TMX3|Q96JJ7 -3.871489e-03
## TMX4|Q9H1E5 5.371017e-01
## TNIK|Q9UKE5-4 1.793667e-01
## TNPO2|O14787-2 -8.893882e-02
## TNR|Q92752 2.321544e-01
## TOLLIP|Q9H0E2 -1.096667e-01
## TOM1L2|Q6ZVM7 5.888951e-02
## TOMM20|Q15388 3.070986e-02
## TOMM40|O96008 2.705449e-01
## TPBG|Q13641 5.900367e-03
## TPD52L2|O43399-4 5.932075e-01
## TPI1|P60174 -1.819557e-01
## TPM1|F5H7S3 2.820596e-01
## TPM3|P06753-6 -8.644117e-02
## TPM4|P67936 -1.082577e-01
## TPP2|P29144 4.172601e-02
## TPPP|O94811 6.875304e-01
## TPPP3|Q9BW30 5.776620e-01
## TRAP1|Q12931 -2.940463e-01
## TRIM2|Q9C040 -4.543562e-01
## TRIM28|Q13263 -1.863253e-01
## TRIM3|O75382 -4.437866e-01
## TRIM9|Q9C026-5 2.246314e-01
## TRIO|O75962 -5.175534e-02
## TRIP11|Q15643 2.505308e-01
## TSG101|Q99816 3.969349e-01
## TSN|Q15631 2.638777e-01
## TST|Q16762 -1.102604e-01
## TTC7B|Q86TV6 -4.796866e-01
## TTLL12|Q14166 -3.756517e-02
## TTYH1|Q9H313-3 -4.034982e-01
## TUBA1A|Q71U36 4.582983e-01
## TUBA4A|P68366 -2.430507e-01
## TUBA8|Q9NY65 1.588859e-01
## TUBB|P07437 -1.412483e-01
## TUBB2A|Q13885 4.272589e-02
## TUBB2B|Q9BVA1 -2.461413e-01
## TUBB3|Q13509 -3.478173e-01
## TUBB4A|P04350 -2.959872e-01
## TUBB4B|P68371 -2.189326e-02
## TUBB6|Q9BUF5 1.226245e-01
## TUBG2|Q9NRH3 -5.430524e-01
## TUFM|P49411 1.072097e-01
## TWF1|Q12792-3 -2.673266e-01
## TXNL1|K7ER96 1.282489e-01
## UBA1|P22314 -3.737884e-01
## UBAP2L|Q14157-5 4.461319e-01
## UBE2K|P61086 -2.811102e-01
## UBE2L3 -6.558199e-01
## UBE2M|P61081 2.684824e-01
## UBE2N|P61088 -5.126841e-01
## UBE2O|Q9C0C9 -3.129549e-01
## UBE2V2|Q15819 6.479566e-02
## UBQLN1|Q9UMX0 1.274003e-01
## UBXN6|Q9BZV1 -1.252058e-01
## UCHL1|P09936 -1.701168e-01
## UCHL3|P15374 -1.919251e-01
## UGP2|Q16851 -1.870982e-01
## UNC13A|F8W059 1.814245e-01
## UPF1|Q92900 6.346859e-01
## UQCR10|Q9UDW1 1.182506e-01
## UQCRC1|P31930 -1.923307e-01
## UQCRC2|P22695 -2.782544e-01
## UQCRFS1|P47985 -2.559328e-01
## UQCRHL 1.389955e-01
## UQCRQ|O14949 -1.670143e-01
## USO1|O60763 2.471091e-01
## USP14|P54578 1.009275e-01
## USP5|P45974 3.092081e-01
## USP9X|Q93008 -1.942727e-01
## VAC14|Q08AM6 -6.268063e-01
## VAMP2|F8WCA0 3.042296e-01
## VAPA|Q9P0L0 3.466458e-01
## VAPB|O95292 2.222581e-01
## VARS1 7.247289e-02
## VAT1|Q99536 2.395749e-01
## VAT1L|Q9HCJ6 -1.755903e-01
## VCL|P18206 -3.430304e-02
## VCP|P55072 -6.246079e-02
## VCPIP1|Q96JH7 -1.765255e-01
## VDAC2|P45880 -5.286557e-02
## VDAC3|Q9Y277-2 -2.550487e-02
## VIM|P08670 -3.969470e-01
## VPS13A|Q96RL7 7.235456e-02
## VPS26A|O75436 -8.604249e-02
## VPS26B|Q4G0F5 -1.832402e-01
## VPS35|Q96QK1 -2.474351e-01
## VPS50 -8.415981e-02
## VPS52|Q8N1B4 -1.659709e-02
## VSNL1|P62760 6.269289e-02
## VTA1|A0A087WY55 -2.649704e-01
## WARS1 2.013084e-01
## WASF1|Q92558 1.784972e-02
## WASL|O00401 1.894300e-01
## WDR1|O75083 2.054777e-01
## WDR13|Q9H1Z4 -3.046817e-01
## WDR37|Q9Y2I8 -1.223334e-01
## WDR47|O94967 1.432126e-01
## WDR7|Q9Y4E6 1.614205e-01
## WDR91|A4D1P6 1.809047e-01
## WIPF3|A6NGB9 5.871253e-01
## XPNPEP1|Q9NQW7-3 2.246450e-01
## XPO1|O14980 -3.763363e-03
## XPO7|E7ESC6 1.496218e-01
## YARS1 -1.847518e-01
## YKT6|O15498 -1.207366e-01
## YOD1|Q5VVQ6 6.348529e-01
## YWHAB|P31946 -6.746837e-01
## YWHAE|P62258 -2.449338e-01
## YWHAG|P61981 3.453172e-02
## YWHAH|Q04917 -3.893244e-01
## YWHAQ|P27348 -2.265289e-01
## YWHAZ|P63104 -6.389037e-01
## ZC2HC1A|Q96GY0 3.408419e-01
## ZC3H11A|O75152 -3.622033e-01
## Global Network Plots
##ITERATIVE until condition met that all module membes are at least 0.30 kMEintramodule.
#Go back and do final algorithm fix of module colors (remove kMEintramodule<0.30 members, reassign grey with kMEintramodule>0.30; max difference from kMEmax<0.10)
retry=TRUE;
kMEmaxDiff=0.1
reassignIfGT=0.30
greyIfLT=0.30
iter=1;
while (retry) {
cat(paste0("\nkME table Cleanup, processing iteration ",iter,"..."))
colorVecFixed<-colorVecBackup<-net$colors
orderedModulesWithGrey=rbind(c("M0","grey"),orderedModules)
kMEintramoduleVector<-apply( as.data.frame(cbind(net$colors,kMEdat)),1,function(x) as.numeric(x[which(colnames(kMEdat)==paste0("kME",x[1]))+1]) ) #all sig digits (no rounding), so max will be unique.
colorVecFixed[kMEintramoduleVector<greyIfLT]<-"grey"
kMEmaxVec<-apply( as.data.frame(kMEdat),1,function(x) max(x) )
kMEmaxColorsVec<-apply( as.data.frame(cbind(kMEmaxVec,kMEdat)),1, function(x) gsub("kME","",colnames(kMEdat)[which(x==x[1])[2]-1]) )
kMEintramoduleVector<-unlist(lapply(kMEintramoduleVector,function(x) if(length(x)==0) { 1 } else { x })) #grey will be ignored in checking for kMEmaxVec-kMEintramoduleVector difference max
kMEmaxDiffTooBig<-(kMEmaxVec-kMEintramoduleVector) >= kMEmaxDiff
colorVecFixed[which( (colorVecFixed=="grey" & kMEmaxVec>reassignIfGT) | kMEmaxDiffTooBig )] <- kMEmaxColorsVec[which( (colorVecFixed=="grey" & kMEmaxVec>reassignIfGT) | kMEmaxDiffTooBig )]
net$colors<-colorVecFixed
# table(net$colors)["grey"] #decreased to 2,771/8604
#decreased to 2,771/8,587; ROSMAP 382: 2,350/8816
# Are colors still in rank order? -- put them in order by recoloring modules that changed rank
sort(table(net$colors),decreasing=TRUE)[!names(sort(table(net$colors),decreasing=TRUE))=="grey"]
oldcolors <- names(sort(table(net$colors),decreasing=TRUE)[!names(sort(table(net$colors),decreasing=TRUE))=="grey"])
for (i in 1:length(oldcolors)) {
net$colors[net$colors==oldcolors[i]]<-paste0("proxy",labels2colors(i))
}
for (i in 1:length(oldcolors)) {
net$colors[net$colors==paste0("proxy",labels2colors(i))]<-labels2colors(i)
}
# one can check that colors are in order by size now
#sort(table(net$colors),decreasing=TRUE)[!names(sort(table(net$colors),decreasing=TRUE))=="grey"]
# recalculate kME table, since we have corrected color assignments
MEs<-tmpMEs<-data.frame()
MEList = moduleEigengenes(t(cleanDat), colors = net$colors, verbose=0)
MEs = orderMEs(MEList$eigengenes)
net$MEs <- MEs
colnames(MEs)<-gsub("ME","",colnames(MEs)) #let's be consistent in case prefix was added, remove it.
rownames(MEs)<-rownames(numericMeta)
tmpMEs <- MEs #net$MEs
colnames(tmpMEs) <- paste("ME",colnames(MEs),sep="")
MEs[,"grey"] <- NULL
tmpMEs[,"MEgrey"] <- NULL
kMEdat <- signedKME(t(cleanDat), tmpMEs, corFnc="bicor")
# recheck min kMEintramodule and max diff from kMEmax
nModules<-length(table(net$colors))-1
modules<-cbind(colnames(as.matrix(table(net$colors))),table(net$colors))
orderedModules<-cbind(Mnum=paste("M",seq(1:nModules),sep=""),Color=labels2colors(c(1:nModules)))
orderedModulesWithGrey=rbind(c("M0","grey"),orderedModules)
kMEsIntramoduleVector<-apply( as.data.frame(cbind(net$colors,kMEdat)),1,function(x) if(!x[1]=="grey") { paste0(round(as.numeric(x[which(colnames(kMEdat)==paste0("kME",x[1]))+1]),4)) } else { 1 } ) #grey proteins set to dummy value of 1 (ignore)
kMEmaxVec<-apply( as.data.frame(kMEdat),1,function(x) max(x) )
kMEintramoduleVector<-unlist(lapply(kMEintramoduleVector,function(x) if(length(x)==0) { 1 } else { x })) #grey will be ignored in checking for kMEmaxVec-kMEintramoduleVector difference max
kMEmaxDiffCalc<- kMEmaxVec-kMEintramoduleVector
if (min(kMEsIntramoduleVector)>=greyIfLT & max(kMEmaxDiffCalc)<=kMEmaxDiff) { cat(paste0("\nkME table 'clean' in ",iter," iterations.")); retry=FALSE; }
iter=iter+1
if (iter>30) break; #**
}
##
## kME table Cleanup, processing iteration 1...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table Cleanup, processing iteration 2...
## Warning in bicor(datExpr, datME, , use = "p"): bicor: zero MAD in variable 'x'.
## Pearson correlation was used for individual columns with zero (or missing) MAD.
##
## kME table 'clean' in 2 iterations.
###chunk9
# iGRAPHs (Multiple Toggle Options, e.g. BioGRID interactome overlap) // CONNECTIVITY PLOT #
############################################################################################
#(re)Calculate MEs (no grey)
MEs<-tmpMEs<-data.frame()
MEList = moduleEigengenes(t(cleanDat), colors = net$colors)
MEs = orderMEs(MEList$eigengenes)
colnames(MEs)<-gsub("ME","",colnames(MEs)) #let's be consistent in case prefix was added, remove it.
tmpMEs <- MEs #net$MEs
colnames(tmpMEs) <- paste("ME",colnames(MEs),sep="")
MEs[,"grey"] <- NULL
tmpMEs[,"MEgrey"] <- NULL
#specify filename
baseName=FileBaseName
MEs <- net$MEs
# iGRAPHs (Multiple Toggle Options, e.g. BioGRID interactome overlap) // CONNECTIVITY PLOT #
############################################################################################
#(re)Calculate MEs (no grey)
MEs<-tmpMEs<-data.frame()
MEList = moduleEigengenes(t(cleanDat), colors = net$colors)
MEs = orderMEs(MEList$eigengenes)
colnames(MEs)<-gsub("ME","",colnames(MEs)) #let's be consistent in case prefix was added, remove it.
tmpMEs <- MEs #net$MEs
colnames(tmpMEs) <- paste("ME",colnames(MEs),sep="")
MEs[,"grey"] <- NULL
tmpMEs[,"MEgrey"] <- NULL
#specify filename
baseName=FileBaseName #inputExprMat #PDF filename base
#check these settings
#######################################################
PPIedges=FALSE #TRUE will be a lot slower...
vertexsize=16 #8 for regular, 16 for large balls
species="human" #current option "mouse" will convert bioGRID to mouse symbols before drawing PPI edges.
#CAIRO=TRUE #Open/Write PDF using CairoPDF or pdf functions; now both file versions are created
########################################################
#(re)Establish M# for module colors table
nModules<-length(table(net$colors))-1
modules<-cbind(colnames(as.matrix(table(net$colors))),table(net$colors))
orderedModules<-cbind(Mnum=paste("M",seq(1:nModules),sep=""),Color=labels2colors(c(1:nModules)))
#load interactome [full bioGRID 3.4 (01/25/2016)]
#bioGrid <- read.table(file=paste0(datadir,"PPIs/BIOGRID-Homo_sapiens-3.4.133.SIMPLEsymbols_editpad.txt"),sep="\t",header=TRUE)
#------
if (species=="mouse") {
library(biomaRt)
human = useMart("ENSEMBL_MART_ENSEMBL",dataset="hsapiens_gene_ensembl",host="https://www.ensembl.org")
mouse = useMart("ENSEMBL_MART_ENSEMBL",dataset="mmusculus_gene_ensembl",host="https://www.ensembl.org")
## If converting bioGrid from one species to another
# genelist.convert<-getLDS(attributes=c("hgnc_symbol"), filters="hgnc_symbol", values=unique(c(as.vector(bioGrid[,"From"]),as.vector(bioGrid[,"To"]))), mart=human, attributesL=c("mgi_symbol","external_gene_name"),martL = mouse)
#
# bioGrid.mouse.convert<-cbind(genelist.convert[match(bioGrid[,1],genelist.convert[,1]),3],genelist.convert[match(bioGrid[,2],genelist.convert[,1]),3])
# bioGrid.human<-bioGrid
# bioGrid<-bioGrid.mouse.convert
# dim(bioGrid)
# bioGrid<-as.data.frame(bioGrid[-which(is.na(bioGrid)),])
# colnames(bioGrid)<-colnames(bioGrid.human)
# dim(bioGrid)
}
if (PPIedges==FALSE) { bioGrid<-data.frame(From=c(1),To=c(1)) } #if you want to skip bolding edges for PPIs from BioGrid
#Symbol to add to iGraphs that don't include it, if checking for protein-protein interaction edges (add 4, one for each corner; can edit output later to remove unwanted ones.)
symbols2Add=c() #c("PiB","APP","SGIP1","APOE")
#ADmagmaList<-read.csv(file="c:/Users/Eric Dammer/Documents/wgcnatest/magma/input/AD_Mean_Zstat_genePValues_1234genesFINAL.csv",header=TRUE)
RNAbindingGOlist<- c()
#Get KMEs
# KME.vis=signedKME(cleanDat, kMEdat,corFnc="bicor",outputColumnName = "");
KME.vis=kMEdat[,] # -ncol(kMEdat) #minus grey column if calculating signedKME on the fly
annot=as.data.frame(do.call("rbind",strsplit(as.character(rownames(cleanDat)),"[|]")))
KME.vis$Symbol=annot$V1
geneInfo.vis=as.data.frame(cbind(KME.vis$Symbol,net$colors, KME.vis))
geneInfo.vis=geneInfo.vis[,-ncol(geneInfo.vis)] # check if last column is Ensembl gene id
colnames(geneInfo.vis)[1]= "Symbol"
colnames(geneInfo.vis)[2]= "Module.Color"
colnames(geneInfo.vis)<-gsub("kMEME","kME",colnames(geneInfo.vis))
library(igraph);
## Warning: package 'igraph' was built under R version 4.3.2
##
## Attaching package: 'igraph'
## The following object is masked from 'package:IRanges':
##
## union
## The following object is masked from 'package:S4Vectors':
##
## union
## The following objects are masked from 'package:BiocGenerics':
##
## normalize, path, union
## The following objects are masked from 'package:stats':
##
## decompose, spectrum
## The following object is masked from 'package:base':
##
## union
library(RColorBrewer);
library(WGCNA);
library(Cairo);
softPower = power
adjacency = adjacency(cleanDat, power=softPower, type="signed",corFnc="bicor")
TOM = TOMsimilarity(adjacency)
## ..connectivity..
## ..matrix multiplication (system BLAS)..
## ..normalization..
## ..done.
TOM.matrix = as.matrix(TOM);
#Get the top connected genes in the module
uniquemodcolors = gsub("kME","",gsub("kMEME","",colnames(kMEdat[,]))); #-ncol(kMEdat) last column if KMEdat.vis was calculated on the fly... moduleColors
#OR SELECT MODULES INSTEAD OF ALL
#uniquemodcolors = c("orange")
for (CAIRO in c(TRUE,FALSE)) {
if (CAIRO) { CairoPDF(file=paste0(outputfigs,"/6.iGraph_Modules-",FileBaseName,"-CAIRO-LargeNodes.pdf"),width=16,height=12) } else {
pdf(paste0(outputfigs,"/6.iGraph_Modules-",FileBaseName,"-nonCAIRO-LargeNodes.pdf"),height=9,width=10)
}
# for (i in 1:length(sigmodcolors)) {
# mod=sigmodcolors[i];
# numgenesingraph = 50;
# numconnections2keep = 1500;
for (mod in uniquemodcolors) {
#mod="darkslateblue"
numgenesingraph = 100;
numconnections2keep = 700;
cat('module:',mod,'\n');
geneInfo.vis=geneInfo.vis[geneInfo.vis$Symbol!="NA",]
geneInfo.vis=geneInfo.vis[geneInfo.vis$Symbol!="",]
colind = which(colnames(geneInfo.vis)== paste("kME",mod,sep=""));
rowind = which(geneInfo.vis[,2]==mod);
cat(' ',length(rowind),'probes in module\n');
submatrix = geneInfo.vis[rowind,];
orderind = order(submatrix[,colind],decreasing=TRUE);
if (length(rowind) < numgenesingraph) {
numgenesingraph = length(rowind);
numconnections2keep = numgenesingraph/2 * (numgenesingraph/6 - 1); #added /2 and /6 9/14/2015
}
if (length(rowind)<10) { innercircleNum=length(rowind) } else { innercircleNum=10 }
cat('Making network graphs, using top',numgenesingraph,'probes and',numconnections2keep,'connections of TOM\n');
submatrix = submatrix[orderind[1:numgenesingraph],];
#Identify the columns in the TOM that correspond to these hub probes
matchind = match(submatrix$Symbol,annot$Symbol);
reducedTOM = TOM.matrix[matchind,matchind];
orderind = order(reducedTOM,decreasing=TRUE);
connections2keep = orderind[1:numconnections2keep];
reducedTOM = matrix(0,nrow(reducedTOM),ncol(reducedTOM));
reducedTOM[connections2keep] = 1;
g0 <- graph.adjacency(as.matrix(reducedTOM[1:innercircleNum,1:innercircleNum]),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMata <- layout.circle(g0)
if (ncol(reducedTOM) < 51 & ncol(reducedTOM) > 10) {
g0 <- graph.adjacency(as.matrix(reducedTOM[11:ncol(reducedTOM),11:ncol(reducedTOM)]),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMatb <- layout.circle(g0)
g1 <- graph.adjacency(as.matrix(reducedTOM),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMat <- rbind(layoutMata*0.25,layoutMatb*0.75)
} else { if (ncol(reducedTOM) > 10) { #****
g0 <- graph.adjacency(as.matrix(reducedTOM[11:50,11:50]),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMatb <- layout.circle(g0)
g0 <- graph.adjacency(as.matrix(reducedTOM[51:ncol(reducedTOM),51:ncol(reducedTOM)]),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMatc <- layout.circle(g0)
g1 <- graph.adjacency(as.matrix(reducedTOM),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMat <- rbind(layoutMata*0.25,layoutMatb*0.75, layoutMatc)
}
else { layoutMat <- layoutMata } #****
}
#PLOT DONE BELOW WITH ADDED PHYSICAL INTERACTION EDGES (OR USE THIS SINGLE LINE FOR NO PHYSICAL INT HIGHLIGHTING)
# plot(g1,edge.color="grey",vertex.color=mod,vertex.label=as.character(rbind(submatrix$Symbol,symbol2Add)),vertex.label.cex=1.1,vertex.label.dist=0.45,vertex.label.degree=-pi/4,vertex.label.color="black",layout= layoutMat,vertex.size=submatrix[,colind]^2*16,main=paste(mod,"module"))
#Add symbols2Add
iter=as.numeric(0)
if (length(symbols2Add)==4) {
for (symbol2Add in symbols2Add) {
iter=iter+1
if (iter==1) { position=cbind(-0.7071068,-0.7071068) }
if (iter==2) { position=rbind(position,cbind(0.7071068,-0.7071068)) }
if (iter==3) { position=rbind(position,cbind(-0.7071068,0.7071068)) }
if (iter==4) { position=rbind(position,cbind(0.7071068,0.7071068)) }
#ADD APP to graph g3 (to be used if APP not already in graph)
g2 <- vertex(1) #,size=40,color="green", label=symbol2Add
#layoutMat <- rbind(layoutMata*0.25,rbind(layoutMatb*0.75,cbind(-0.7071068,-0.7071068)))
g3 <- g1+g2
V(g3)$name <- c(1:(numgenesingraph+1))
#WORKS# plot(g3,edge.color="grey",vertex.color=c(rep(mod,nrow(layoutMat)-1),"green"),vertex.label=as.character(c(submatrix$Symbol,symbol2Add)),vertex.label.cex=1.1,vertex.label.dist=0.45,vertex.label.degree=-pi/4,vertex.label.color="black",layout= layoutMat,vertex.size=c(submatrix[,colind]^2*16,15),main=paste(mod,"module"))
g1<-g3
numgenesingraph=numgenesingraph+1
}
}
#x***moved out of loop
if (length(symbols2Add)==4) { if (ncol(reducedTOM) < 51) { layoutMat <- rbind(layoutMata*0.25,rbind(layoutMatb*0.75,position)) } else { layoutMat <- rbind(layoutMata*0.25,layoutMatb*0.75, rbind(layoutMatc,position*1.33)) }
} else { if (ncol(reducedTOM) < 51 & ncol(reducedTOM) > 10) { layoutMat <- rbind(layoutMata*0.25,layoutMatb*0.75) } else { if(ncol(reducedTOM) > 10) { layoutMat <- rbind(layoutMata*0.25,layoutMatb*0.75, layoutMatc) } } #do not add 4 node positions if symbols2Add is empty (length 0)
}
symbolList<-c(as.character(submatrix$Symbol),symbols2Add)
if (length(symbols2Add)==4) { vertexColorVec<-c(rep(mod,numgenesingraph)-4,"green","darkgreen","steelblue","darkslateblue"); vertexSizeMat<-c(submatrix[,colind]^2*vertexsize,rep(15,4)); } else { vertexColorVec<-rep(mod,numgenesingraph); vertexSizeMat<-submatrix[,colind]^2*vertexsize; }
#FIND EDGES OVERLAPPING WITH BIOGRID PAIRS
listboldEdges<-matrix(ncol=2,nrow=0)
if(nrow(bioGrid)>0) {
for(i in 1:numgenesingraph) {
for(j in i:numgenesingraph) {
if(!(length(which(bioGrid$From==symbolList[i]&bioGrid$To==symbolList[j]))+length(which(bioGrid$From==symbolList[j]&bioGrid$To==symbolList[i])))==0) { listboldEdges <- rbind(listboldEdges,c(i,j)) }
} }
##Remove self-loops
if (PPIedges) { if (length(nrow(listboldEdges))>0 & nrow(listboldEdges)>0) {
for(i in nrow(listboldEdges):1) {
if (i<=nrow(listboldEdges)) {
if(listboldEdges[i,1]==listboldEdges[i,2]) {
listboldEdges <-listboldEdges[-i,]
if (!length(nrow(listboldEdges))>0) {
cat('NO PHYSICAL INTERACTIONS FOUND FOR THIS MODULE.\n')
break #HANDLE NO BOLD EDGES CASE
}
}
}
}
}
}
}
if (is.vector(listboldEdges)) { listboldEdges<-t(data.frame(listboldEdges)) }
newgraph <- g1 %>%
# delete_edges(listboldEdges) %>%
set_edge_attr("color",value="lightgrey") %>%
set_edge_attr("width",value=1) %>%
set_edge_attr("curved",value=0)
if (length(symbols2Add)==4) {
if (is.vector(listboldEdges)) {
cat('ONLY 1 SINGLE INTERACTION FOUND.\n')
newgraph <- newgraph %>%
add_edges(c(listboldEdges[1],listboldEdges[2]),color="steelblue",width=2,curved=0)
} else {
if (dim(listboldEdges)[1]>0) {
for(k in 1:nrow(listboldEdges)) {
if((length(which(submatrix$Symbol==symbols2Add[1]))==0)&(listboldEdges[k,1]==(numgenesingraph-3)|listboldEdges[k,2]==(numgenesingraph-3))) {
newgraph <- newgraph %>%
add_edges(c(listboldEdges[k,1],listboldEdges[k,2]),color="#33BB33",width=3,curved=0)
}
}
for(k in 1:nrow(listboldEdges)) {
if((length(which(submatrix$Symbol==symbols2Add[2]))==0)&(listboldEdges[k,1]==(numgenesingraph-2)|listboldEdges[k,2]==(numgenesingraph-2))) {
newgraph <- newgraph %>%
add_edges(c(listboldEdges[k,1],listboldEdges[k,2]),color="#338833",width=3,curved=0)
}
}
for(k in 1:nrow(listboldEdges)) {
if((length(which(submatrix$Symbol==symbols2Add[3]))==0)&(listboldEdges[k,1]==(numgenesingraph-1)|listboldEdges[k,2]==(numgenesingraph-1))) {
newgraph <- newgraph %>%
add_edges(c(listboldEdges[k,1],listboldEdges[k,2]),color="steelblue",width=3,curved=0)
}
}
for(k in 1:nrow(listboldEdges)) {
if((length(which(submatrix$Symbol==symbols2Add[4]))==0)&(listboldEdges[k,1]==numgenesingraph|listboldEdges[k,2]==numgenesingraph)) {
newgraph <- newgraph %>%
add_edges(c(listboldEdges[k,1],listboldEdges[k,2]),color="darkslateblue",width=3,curved=0)
}
}
}
}
} else {
if (dim(listboldEdges)[1]>0) {
for(k in 1:nrow(listboldEdges)) {
newgraph <- newgraph %>%
add_edges(c(listboldEdges[k,1],listboldEdges[k,2]),color="#33BB33",width=3,curved=0)
}
}
}
highlightNodes<-match(RNAbindingGOlist,symbolList) #ADmagmaList$Gene.Symbol,symbolList
highlightNodes<-sort(na.omit(highlightNodes))
if(length(highlightNodes)>0) { if(mod=="yellow") {vertexColorVec[highlightNodes]<-"cyan" } else {vertexColorVec[highlightNodes]<-"yellow" } }
plot(newgraph,vertex.color=vertexColorVec,vertex.label=as.character(symbolList),vertex.label.cex=1.1,vertex.label.dist=0.45,vertex.label.degree=-pi/4,vertex.label.color="black",layout=layoutMat,vertex.size=vertexSizeMat,main=paste0(orderedModules[which(orderedModules[,"Color"]==mod),"Mnum"]," ",mod," module"))
}
dev.off();
} # for (CAIRO in c(TRUE,FALSE)) loop... <repeat>
## module: tan
## 62 probes in module
## Making network graphs, using top 62 probes and 289.3333 connections of TOM
## Warning: `graph.adjacency()` was deprecated in igraph 2.0.0.
## ℹ Please use `graph_from_adjacency_matrix()` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
## module: turquoise
## 204 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: yellow
## 136 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: greenyellow
## 64 probes in module
## Making network graphs, using top 64 probes and 309.3333 connections of TOM
## module: pink
## 80 probes in module
## Making network graphs, using top 80 probes and 493.3333 connections of TOM
## module: magenta
## 73 probes in module
## Making network graphs, using top 73 probes and 407.5833 connections of TOM
## module: purple
## 67 probes in module
## Making network graphs, using top 67 probes and 340.5833 connections of TOM
## module: green
## 126 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: blue
## 187 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: red
## 122 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: brown
## 139 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: black
## 107 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: salmon
## 57 probes in module
## Making network graphs, using top 57 probes and 242.25 connections of TOM
## module: tan
## 62 probes in module
## Making network graphs, using top 62 probes and 289.3333 connections of TOM
## module: turquoise
## 204 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: yellow
## 136 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: greenyellow
## 64 probes in module
## Making network graphs, using top 64 probes and 309.3333 connections of TOM
## module: pink
## 80 probes in module
## Making network graphs, using top 80 probes and 493.3333 connections of TOM
## module: magenta
## 73 probes in module
## Making network graphs, using top 73 probes and 407.5833 connections of TOM
## module: purple
## 67 probes in module
## Making network graphs, using top 67 probes and 340.5833 connections of TOM
## module: green
## 126 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: blue
## 187 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: red
## 122 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: brown
## 139 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: black
## 107 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: salmon
## 57 probes in module
## Making network graphs, using top 57 probes and 242.25 connections of TOM
######################################################################################################################################################################################################
#setwd(rootdir)
#save.image(paste0("iGRAPHS-7.Saved R Session-",FileBaseName,"(COMPLETED PIPELINE).RData"))
###
# iGRAPHs (Multiple Toggle Options, e.g. BioGRID interactome overlap) // CONNECTIVITY PLOT #
############################################################################################
#(re)Calculate MEs (no grey)
MEs<-tmpMEs<-data.frame()
MEList = moduleEigengenes(t(cleanDat), colors = net$colors)
MEs = orderMEs(MEList$eigengenes)
colnames(MEs)<-gsub("ME","",colnames(MEs)) #let's be consistent in case prefix was added, remove it.
tmpMEs <- MEs #net$MEs
colnames(tmpMEs) <- paste("ME",colnames(MEs),sep="")
MEs[,"grey"] <- NULL
tmpMEs[,"MEgrey"] <- NULL
#specify filename
baseName=FileBaseName #inputExprMat #PDF filename base
#check these settings
#######################################################
PPIedges=FALSE #TRUE will be a lot slower...
vertexsize=16 #8 for regular, 16 for large balls
species="mouse" #current option "mouse" will convert bioGRID to mouse symbols before drawing PPI edges.
#CAIRO=TRUE #Open/Write PDF using CairoPDF or pdf functions; now both file versions are created
########################################################
#(re)Establish M# for module colors table
nModules<-length(table(net$colors))-1
modules<-cbind(colnames(as.matrix(table(net$colors))),table(net$colors))
orderedModules<-cbind(Mnum=paste("M",seq(1:nModules),sep=""),Color=labels2colors(c(1:nModules)))
#load interactome [full bioGRID 3.4 (01/25/2016)]
#bioGrid <- read.table(file=paste0(datadir,"PPIs/BIOGRID-Homo_sapiens-3.4.133.SIMPLEsymbols_editpad.txt"),sep="\t",header=TRUE)
#------
if (species=="mouse") {
library(biomaRt)
human = useMart("ENSEMBL_MART_ENSEMBL",dataset="hsapiens_gene_ensembl",host="https://www.ensembl.org")
mouse = useMart("ENSEMBL_MART_ENSEMBL",dataset="mmusculus_gene_ensembl",host="https://www.ensembl.org")
## If converting bioGrid from one species to another
# genelist.convert<-getLDS(attributes=c("hgnc_symbol"), filters="hgnc_symbol", values=unique(c(as.vector(bioGrid[,"From"]),as.vector(bioGrid[,"To"]))), mart=human, attributesL=c("mgi_symbol","external_gene_name"),martL = mouse)
#
# bioGrid.mouse.convert<-cbind(genelist.convert[match(bioGrid[,1],genelist.convert[,1]),3],genelist.convert[match(bioGrid[,2],genelist.convert[,1]),3])
# bioGrid.human<-bioGrid
# bioGrid<-bioGrid.mouse.convert
# dim(bioGrid)
# bioGrid<-as.data.frame(bioGrid[-which(is.na(bioGrid)),])
# colnames(bioGrid)<-colnames(bioGrid.human)
# dim(bioGrid)
}
if (PPIedges==FALSE) { bioGrid<-data.frame(From=c(1),To=c(1)) } #if you want to skip bolding edges for PPIs from BioGrid
#Symbol to add to iGraphs that don't include it, if checking for protein-protein interaction edges (add 4, one for each corner; can edit output later to remove unwanted ones.)
symbols2Add=c() #c("PiB","APP","SGIP1","APOE")
#ADmagmaList<-read.csv(file="c:/Users/Eric Dammer/Documents/wgcnatest/magma/input/AD_Mean_Zstat_genePValues_1234genesFINAL.csv",header=TRUE)
RNAbindingGOlist<- c()
#Get KMEs
# KME.vis=signedKME(cleanDat, kMEdat,corFnc="bicor",outputColumnName = "");
KME.vis=kMEdat[,] # -ncol(kMEdat) #minus grey column if calculating signedKME on the fly
annot=as.data.frame(do.call("rbind",strsplit(as.character(rownames(cleanDat)),"[|]")))
KME.vis$Symbol=annot$V1
geneInfo.vis=as.data.frame(cbind(KME.vis$Symbol,net$colors, KME.vis))
geneInfo.vis=geneInfo.vis[,-ncol(geneInfo.vis)] # check if last column is Ensembl gene id
colnames(geneInfo.vis)[1]= "Symbol"
colnames(geneInfo.vis)[2]= "Module.Color"
colnames(geneInfo.vis)<-gsub("kMEME","kME",colnames(geneInfo.vis))
library(igraph);
library(RColorBrewer);
library(WGCNA);
library(Cairo);
softPower = power
adjacency = adjacency(cleanDat, power=softPower, type="signed",corFnc="bicor")
TOM = TOMsimilarity(adjacency)
## ..connectivity..
## ..matrix multiplication (system BLAS)..
## ..normalization..
## ..done.
TOM.matrix = as.matrix(TOM);
#Get the top connected genes in the module
uniquemodcolors = gsub("kME","",gsub("kMEME","",colnames(kMEdat[,]))); #-ncol(kMEdat) last column if KMEdat.vis was calculated on the fly... moduleColors
#OR SELECT MODULES INSTEAD OF ALL
#uniquemodcolors = c("orange")
for (CAIRO in c(TRUE,FALSE)) {
if (CAIRO) { CairoPDF(file=paste0(outputfigs,"/6.iGraph_Modules-",FileBaseName,"-CAIRO-LargeNodes.pdf"),width=16,height=12) } else {
pdf(paste0(outputfigs,"/6.iGraph_Modules-",FileBaseName,"-nonCAIRO-LargeNodes.pdf"),height=9,width=10)
}
# for (i in 1:length(sigmodcolors)) {
# mod=sigmodcolors[i];
# numgenesingraph = 50;
# numconnections2keep = 1500;
for (mod in uniquemodcolors) {
#mod="darkslateblue"
numgenesingraph = 100;
numconnections2keep = 700;
cat('module:',mod,'\n');
geneInfo.vis=geneInfo.vis[geneInfo.vis$Symbol!="NA",]
geneInfo.vis=geneInfo.vis[geneInfo.vis$Symbol!="",]
colind = which(colnames(geneInfo.vis)== paste("kME",mod,sep=""));
rowind = which(geneInfo.vis[,2]==mod);
cat(' ',length(rowind),'probes in module\n');
submatrix = geneInfo.vis[rowind,];
orderind = order(submatrix[,colind],decreasing=TRUE);
if (length(rowind) < numgenesingraph) {
numgenesingraph = length(rowind);
numconnections2keep = numgenesingraph/2 * (numgenesingraph/6 - 1); #added /2 and /6 9/14/2015
}
if (length(rowind)<10) { innercircleNum=length(rowind) } else { innercircleNum=10 }
cat('Making network graphs, using top',numgenesingraph,'probes and',numconnections2keep,'connections of TOM\n');
submatrix = submatrix[orderind[1:numgenesingraph],];
#Identify the columns in the TOM that correspond to these hub probes
matchind = match(submatrix$Symbol,annot$Symbol);
reducedTOM = TOM.matrix[matchind,matchind];
orderind = order(reducedTOM,decreasing=TRUE);
connections2keep = orderind[1:numconnections2keep];
reducedTOM = matrix(0,nrow(reducedTOM),ncol(reducedTOM));
reducedTOM[connections2keep] = 1;
g0 <- graph.adjacency(as.matrix(reducedTOM[1:innercircleNum,1:innercircleNum]),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMata <- layout.circle(g0)
if (ncol(reducedTOM) < 51 & ncol(reducedTOM) > 10) {
g0 <- graph.adjacency(as.matrix(reducedTOM[11:ncol(reducedTOM),11:ncol(reducedTOM)]),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMatb <- layout.circle(g0)
g1 <- graph.adjacency(as.matrix(reducedTOM),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMat <- rbind(layoutMata*0.25,layoutMatb*0.75)
} else { if (ncol(reducedTOM) > 10) { #****
g0 <- graph.adjacency(as.matrix(reducedTOM[11:50,11:50]),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMatb <- layout.circle(g0)
g0 <- graph.adjacency(as.matrix(reducedTOM[51:ncol(reducedTOM),51:ncol(reducedTOM)]),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMatc <- layout.circle(g0)
g1 <- graph.adjacency(as.matrix(reducedTOM),mode="undirected",weighted=TRUE,diag=FALSE)
layoutMat <- rbind(layoutMata*0.25,layoutMatb*0.75, layoutMatc)
}
else { layoutMat <- layoutMata } #****
}
#PLOT DONE BELOW WITH ADDED PHYSICAL INTERACTION EDGES (OR USE THIS SINGLE LINE FOR NO PHYSICAL INT HIGHLIGHTING)
# plot(g1,edge.color="grey",vertex.color=mod,vertex.label=as.character(rbind(submatrix$Symbol,symbol2Add)),vertex.label.cex=1.1,vertex.label.dist=0.45,vertex.label.degree=-pi/4,vertex.label.color="black",layout= layoutMat,vertex.size=submatrix[,colind]^2*16,main=paste(mod,"module"))
#Add symbols2Add
iter=as.numeric(0)
if (length(symbols2Add)==4) {
for (symbol2Add in symbols2Add) {
iter=iter+1
if (iter==1) { position=cbind(-0.7071068,-0.7071068) }
if (iter==2) { position=rbind(position,cbind(0.7071068,-0.7071068)) }
if (iter==3) { position=rbind(position,cbind(-0.7071068,0.7071068)) }
if (iter==4) { position=rbind(position,cbind(0.7071068,0.7071068)) }
#ADD APP to graph g3 (to be used if APP not already in graph)
g2 <- vertex(1) #,size=40,color="green", label=symbol2Add
#layoutMat <- rbind(layoutMata*0.25,rbind(layoutMatb*0.75,cbind(-0.7071068,-0.7071068)))
g3 <- g1+g2
V(g3)$name <- c(1:(numgenesingraph+1))
#WORKS# plot(g3,edge.color="grey",vertex.color=c(rep(mod,nrow(layoutMat)-1),"green"),vertex.label=as.character(c(submatrix$Symbol,symbol2Add)),vertex.label.cex=1.1,vertex.label.dist=0.45,vertex.label.degree=-pi/4,vertex.label.color="black",layout= layoutMat,vertex.size=c(submatrix[,colind]^2*16,15),main=paste(mod,"module"))
g1<-g3
numgenesingraph=numgenesingraph+1
}
}
#x***moved out of loop
if (length(symbols2Add)==4) { if (ncol(reducedTOM) < 51) { layoutMat <- rbind(layoutMata*0.25,rbind(layoutMatb*0.75,position)) } else { layoutMat <- rbind(layoutMata*0.25,layoutMatb*0.75, rbind(layoutMatc,position*1.33)) }
} else { if (ncol(reducedTOM) < 51 & ncol(reducedTOM) > 10) { layoutMat <- rbind(layoutMata*0.25,layoutMatb*0.75) } else { if(ncol(reducedTOM) > 10) { layoutMat <- rbind(layoutMata*0.25,layoutMatb*0.75, layoutMatc) } } #do not add 4 node positions if symbols2Add is empty (length 0)
}
symbolList<-c(as.character(submatrix$Symbol),symbols2Add)
if (length(symbols2Add)==4) { vertexColorVec<-c(rep(mod,numgenesingraph)-4,"green","darkgreen","steelblue","darkslateblue"); vertexSizeMat<-c(submatrix[,colind]^2*vertexsize,rep(15,4)); } else { vertexColorVec<-rep(mod,numgenesingraph); vertexSizeMat<-submatrix[,colind]^2*vertexsize; }
#FIND EDGES OVERLAPPING WITH BIOGRID PAIRS
listboldEdges<-matrix(ncol=2,nrow=0)
if(nrow(bioGrid)>0) {
for(i in 1:numgenesingraph) {
for(j in i:numgenesingraph) {
if(!(length(which(bioGrid$From==symbolList[i]&bioGrid$To==symbolList[j]))+length(which(bioGrid$From==symbolList[j]&bioGrid$To==symbolList[i])))==0) { listboldEdges <- rbind(listboldEdges,c(i,j)) }
} }
##Remove self-loops
if (PPIedges) { if (length(nrow(listboldEdges))>0 & nrow(listboldEdges)>0) {
for(i in nrow(listboldEdges):1) {
if (i<=nrow(listboldEdges)) {
if(listboldEdges[i,1]==listboldEdges[i,2]) {
listboldEdges <-listboldEdges[-i,]
if (!length(nrow(listboldEdges))>0) {
cat('NO PHYSICAL INTERACTIONS FOUND FOR THIS MODULE.\n')
break #HANDLE NO BOLD EDGES CASE
}
}
}
}
}
}
}
if (is.vector(listboldEdges)) { listboldEdges<-t(data.frame(listboldEdges)) }
newgraph <- g1 %>%
# delete_edges(listboldEdges) %>%
set_edge_attr("color",value="lightgrey") %>%
set_edge_attr("width",value=1) %>%
set_edge_attr("curved",value=0)
if (length(symbols2Add)==4) {
if (is.vector(listboldEdges)) {
cat('ONLY 1 SINGLE INTERACTION FOUND.\n')
newgraph <- newgraph %>%
add_edges(c(listboldEdges[1],listboldEdges[2]),color="steelblue",width=2,curved=0)
} else {
if (dim(listboldEdges)[1]>0) {
for(k in 1:nrow(listboldEdges)) {
if((length(which(submatrix$Symbol==symbols2Add[1]))==0)&(listboldEdges[k,1]==(numgenesingraph-3)|listboldEdges[k,2]==(numgenesingraph-3))) {
newgraph <- newgraph %>%
add_edges(c(listboldEdges[k,1],listboldEdges[k,2]),color="#33BB33",width=3,curved=0)
}
}
for(k in 1:nrow(listboldEdges)) {
if((length(which(submatrix$Symbol==symbols2Add[2]))==0)&(listboldEdges[k,1]==(numgenesingraph-2)|listboldEdges[k,2]==(numgenesingraph-2))) {
newgraph <- newgraph %>%
add_edges(c(listboldEdges[k,1],listboldEdges[k,2]),color="#338833",width=3,curved=0)
}
}
for(k in 1:nrow(listboldEdges)) {
if((length(which(submatrix$Symbol==symbols2Add[3]))==0)&(listboldEdges[k,1]==(numgenesingraph-1)|listboldEdges[k,2]==(numgenesingraph-1))) {
newgraph <- newgraph %>%
add_edges(c(listboldEdges[k,1],listboldEdges[k,2]),color="steelblue",width=3,curved=0)
}
}
for(k in 1:nrow(listboldEdges)) {
if((length(which(submatrix$Symbol==symbols2Add[4]))==0)&(listboldEdges[k,1]==numgenesingraph|listboldEdges[k,2]==numgenesingraph)) {
newgraph <- newgraph %>%
add_edges(c(listboldEdges[k,1],listboldEdges[k,2]),color="darkslateblue",width=3,curved=0)
}
}
}
}
} else {
if (dim(listboldEdges)[1]>0) {
for(k in 1:nrow(listboldEdges)) {
newgraph <- newgraph %>%
add_edges(c(listboldEdges[k,1],listboldEdges[k,2]),color="#33BB33",width=3,curved=0)
}
}
}
highlightNodes<-match(RNAbindingGOlist,symbolList) #ADmagmaList$Gene.Symbol,symbolList
highlightNodes<-sort(na.omit(highlightNodes))
if(length(highlightNodes)>0) { if(mod=="yellow") {vertexColorVec[highlightNodes]<-"cyan" } else {vertexColorVec[highlightNodes]<-"yellow" } }
plot(newgraph,vertex.color=vertexColorVec,vertex.label=as.character(symbolList),vertex.label.cex=1.1,vertex.label.dist=0.45,vertex.label.degree=-pi/4,vertex.label.color="black",layout=layoutMat,vertex.size=vertexSizeMat,main=paste0(orderedModules[which(orderedModules[,"Color"]==mod),"Mnum"]," ",mod," module"))
}
dev.off();
} # for (CAIRO in c(TRUE,FALSE)) loop... <repeat>
## module: tan
## 62 probes in module
## Making network graphs, using top 62 probes and 289.3333 connections of TOM
## module: turquoise
## 204 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: yellow
## 136 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: greenyellow
## 64 probes in module
## Making network graphs, using top 64 probes and 309.3333 connections of TOM
## module: pink
## 80 probes in module
## Making network graphs, using top 80 probes and 493.3333 connections of TOM
## module: magenta
## 73 probes in module
## Making network graphs, using top 73 probes and 407.5833 connections of TOM
## module: purple
## 67 probes in module
## Making network graphs, using top 67 probes and 340.5833 connections of TOM
## module: green
## 126 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: blue
## 187 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: red
## 122 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: brown
## 139 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: black
## 107 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: salmon
## 57 probes in module
## Making network graphs, using top 57 probes and 242.25 connections of TOM
## module: tan
## 62 probes in module
## Making network graphs, using top 62 probes and 289.3333 connections of TOM
## module: turquoise
## 204 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: yellow
## 136 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: greenyellow
## 64 probes in module
## Making network graphs, using top 64 probes and 309.3333 connections of TOM
## module: pink
## 80 probes in module
## Making network graphs, using top 80 probes and 493.3333 connections of TOM
## module: magenta
## 73 probes in module
## Making network graphs, using top 73 probes and 407.5833 connections of TOM
## module: purple
## 67 probes in module
## Making network graphs, using top 67 probes and 340.5833 connections of TOM
## module: green
## 126 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: blue
## 187 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: red
## 122 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: brown
## 139 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: black
## 107 probes in module
## Making network graphs, using top 100 probes and 700 connections of TOM
## module: salmon
## 57 probes in module
## Making network graphs, using top 57 probes and 242.25 connections of TOM
###########################################
#savehistory('part-5.HUB.plot.codes.r')
## Plot eigengene-trait correlations - using bicor
# Correlate traits --------------------------------------------------------
# Define number of genes and samples
nGenes = ncol(t(cleanDat))
nSamples = nrow(t(cleanDat))
# Convert traits to numeric
numericTraits = as.data.frame(lapply(datTraits, function(x) as.numeric(as.factor(x))))
# Calculate the correlation
moduleTraitCor = cor(MEs, numericTraits, use = "p")
# Calculate the p-values for the correlation
moduleTraitPvalue = corPvalueStudent(moduleTraitCor, nSamples)
# Display the P- values
moduleTraitPvalue
## condition
## tan 0.1023171663
## turquoise 0.0005115517
## yellow 0.0001931980
## greenyellow 0.9134678045
## pink 0.2089152370
## magenta 0.4703267307
## purple 0.3096807411
## green 0.0232601881
## blue 0.0012576929
## red 0.0210103627
## brown 0.7844757667
## black 0.0165061389
## salmon 0.2533320189
# Display the correlation values
moduleTraitCor
## condition
## tan -0.43818710
## turquoise -0.78605797
## yellow -0.81815833
## greenyellow 0.03071571
## pink -0.34427732
## magenta -0.20199487
## purple 0.28136307
## green 0.58054543
## blue 0.75078135
## red 0.58848938
## brown 0.07720794
## black 0.60658964
## salmon 0.31466772
# sample network based on squared Euclidean distance note that we
# transpose the data
A = adjacency(cleanDat, type = "distance")
# this calculates the whole network connectivity
k = as.numeric(apply(A, 2, sum)) - 1
# standardized connectivity
Z.k = scale(k)
# Designate samples as outlying if their Z.k value is below the threshold
thresholdZ.k = -5 # often -2.5
# the color vector indicates outlyingness (red)
outlierColor = ifelse(Z.k < thresholdZ.k, "red", "black")
# calculate the cluster tree using flahsClust or hclust
sampleTree = hclust(as.dist(1 - A), method = "average")
# Convert traits to a color representation: where red indicates high
# values
# traitColors = data.frame(numbers2colors(datTraits, signed = FALSE))
# dimnames(traitColors)[[2]] = paste(names(datTraits), "C", sep = "")
# datColors = data.frame(outlierC = outlierColor, traitColors)
# Plot the sample dendrogram and the colors underneath.
plotDendroAndColors(sampleTree, groupLabels = names(outlierColor),
colors = outlierColor,
main = "Sample dendrogram and trait heatmap")
#pdf(file = "plotDendroAndColorsAndTree.pdf")
plotDendroAndColors(sampleTree, groupLabels = names(outlierColor),
colors = outlierColor,
main = "Sample dendrogram and trait heatmap")
#dev.off()
#dev.off()
# Convert labels to colors for plotting
moduleLabels = net$colors
moduleColors = labels2colors(moduleLabels)
# Plot the dendrogram and the module colors underneath
# 如果对结果不满意，还可以recutBlockwiseTrees，节省计算时间
#pdf(file="plotDendroAndColors.pdf", onefile=F, paper="special", bg="white", pointsize=6)
plotDendroAndColors(net$dendrograms[[1]], moduleColors,
"Module colors",
dendroLabels = FALSE, hang = 0.5,
addGuide = TRUE, guideHang = 0.05)
dynamicColors <- labels2colors(net$unmergedColors)
plotDendroAndColors(net$dendrograms[[1]], cbind(dynamicColors,moduleColors),
c("Dynamic Tree Cut", "Module colors"),
dendroLabels = FALSE, hang = 0.5,
addGuide = TRUE, guideHang = 0.05)
## Plot dendrogram with module colors and trait correlations
datTraits <- readRDS("~/Desktop/Camk2a.WGCNA.8june/JUNE9.CAMK2A/part3/Camk2a/datTraits.rds")
# Convert traits to numeric
numericTraits = as.data.frame(lapply(datTraits, function(x) as.numeric(as.factor(x))))
# Calculate the correlation
moduleTraitCor = cor(MEs, numericTraits, use = "p")
# Calculate the p-values for the correlation
moduleTraitPvalue = corPvalueStudent(moduleTraitCor, nSamples)
# Display the correlation values
moduleTraitCor
## P2fractionIP.LPS P2fractionIP.Saline HomogenateIP.LPS
## tan -0.358572690 -0.20957580 0.32680973
## turquoise -0.544828496 -0.47219121 0.48227043
## yellow -0.508556046 -0.52814256 0.48558623
## greenyellow 0.001619145 0.08315903 0.10248304
## pink -0.338187788 -0.10768683 0.32032219
## magenta -0.559718647 0.04402654 0.02555880
## purple 0.099460952 0.13448265 -0.35462424
## green 0.668879177 0.18089333 -0.43268050
## blue 0.666222327 0.39489769 -0.42343735
## red 0.523420348 0.26693068 -0.42476785
## brown 0.026903115 0.05069891 -0.06723806
## black 0.103929863 0.57630560 -0.25349409
## salmon -0.126427180 0.29314431 -0.34372827
## HomogenateIP.Saline
## tan 0.27253796
## turquoise 0.58078969
## yellow 0.59746933
## greenyellow -0.17747757
## pink 0.15613230
## magenta 0.49257330
## purple 0.08682609
## green -0.45839827
## blue -0.67810652
## red -0.40613405
## brown -0.01678291
## black -0.45094143
## salmon 0.14419679
# Print correlation heatmap between modules and traits
textMatrix = paste(signif(moduleTraitCor, 2), "\n(", signif(moduleTraitPvalue, 1), ")", sep = "")
dim(textMatrix) = dim(moduleTraitCor)
# Save the heatmap plot as a PDF
#pdf(file = "camk2a.trait.heatmap.pdf")
# Adjust margins
par(mar = c(8, 8, 2, 2)) # smaller margins
# Display the correlation values with a heatmap plot
labeledHeatmap(Matrix = moduleTraitCor,
xLabels = names(datTraits),
yLabels = names(MEs),
ySymbols = names(MEs),
colorLabels = FALSE,
colors = blueWhiteRed(50),
textMatrix = textMatrix,
setStdMargins = FALSE,
cex.text = 0.8,
zlim = c(-0.5, 0.5),
main = paste("Camk2a-Module-trait relationships"))
## Warning in numbers2colors(data, signed, colors = colors, lim = zlim, naColor =
## naColor): Some values of 'x' are below given minimum and will be truncated to
## the minimum.
## Warning in numbers2colors(data, signed, colors = colors, lim = zlim, naColor =
## naColor): Some values of 'x' are above given maximum and will be truncated to
## the maximum.
#dev.off( )