About this activity

You will load and examine R dataframe objects that contain data from over 1,000 breast cancer (BRCA) patients from The Cancer Genome Atlas (TCGA).

The objects include:

  • clinical measurements on the patients and the patients’ tumors, such as gender, age, estrogen, progesterone, and her2 receptor status. We examined this data in detail in Module 2.

  • gene expression data which tells us how many messenger RNAs (mRNAs) are present in a patient sample. The amount of mRNA corresponds (roughly) to the amount of protein in the sample.

Overall, The Cancer Genome Atlas or TCGA characterized over 20,000 cancer samples spanning 33 cancer types with genomics.

In 2012 and 2018, the TCGA Network reported findings from the analysis of BRCA tumor samples that provided unprecedented insight into the landscape of cellular events underlying breast cancer. The work provides a foundation for personalized treatment of breast cancer. In our activities we will perform similar analyses to gain insight into how genomic data informs modern medicine.


Preliminaries

The knitr R package

knitr() is the R package that generates reports from R Markdown. R Markdown is the syntax we are using in this document, denoted by the .Rmd file type. With knitr() and R Markdown, we can create reports of our work in the form of Word doc, PDF, and HTML files.

An R package bundles together code, data, documentation, and tests, and is easy to download and share with others.

The data directory

In the next code block, we will create an object that holds the name of the directory where the TCGA data resides. This is good R coding practice because we can apply all we do below to a data set in a different directory by changing a single variable (data_dir).


Loading the data

Throughout the course, we will be loading data from R files with the extension .RData. An example is the file TCGA_brca.RData which we examine below.

.RData files are binary files (i.e., not human readable) that can store multiple R objects, such as vectors, lists, matrices, and data frames.

The R objects in the TCGA_brca.RData file are the results of previous R computations that put the raw data downloaded from the TCGA project into tidy form. Tidy data sets have consistent structure and are easy to manipulate, visualize, and model; they are “clean” and ready for us to use!

We could spend the entire course on learning how to put data in tidy form, but our goal is the understand and analyze the data, which occurs after tidying the data.

# We `load()` TCGA_brca.RData
# The file.path() function tells `load()` where our data lives
# The argument "verbose = TRUE" makes `load()` tell us what R objects are being loaded
# The objects will also appear in our "Environment" tab.

load(file.path(data_dir, "TCGA_brca.RData"),verbose=TRUE)   
## Loading objects:
##   brca_clin_df
##   brca_expr_df

Revisiting the clinical data frame

During our last meeting, we spent some time exploring the clinical dataframe, brca_clin_df. Later in this activity, we’ll examine brca_expr_df.

The function unique() will provide the unique values in a list. For example:

# let's assign a bunch of numbers between 1 and 9 to the variable `a`
nums <- c(8,5,2,3,1,2,5,7,1,1,5,3,6,8,7,5) 
length(nums)
## [1] 16
unique(nums)
## [1] 8 5 2 3 1 7 6
length(unique(nums))
## [1] 7

Even though there are 16 values in nums, there are only 7 numbers that appear.

What are the unique values in the column that provides estrogen receptor (ER) status?

unique(brca_clin_df$estrogen_receptor_status)
## [1] "Positive"        "Negative"        "[Not Evaluated]" "Indeterminate"

We can do this with other features:

# type the $ symbol and select a feature (column) to find its unique values
unique(brca_clin_df    )
##      bcr_patient_barcode gender                             race
## 1           TCGA-3C-AAAU FEMALE                            WHITE
## 2           TCGA-3C-AALI FEMALE        BLACK OR AFRICAN AMERICAN
## 3           TCGA-3C-AALJ FEMALE        BLACK OR AFRICAN AMERICAN
## 4           TCGA-3C-AALK FEMALE        BLACK OR AFRICAN AMERICAN
## 5           TCGA-4H-AAAK FEMALE                            WHITE
## 6           TCGA-5L-AAT0 FEMALE                            WHITE
## 7           TCGA-5T-A9QA FEMALE        BLACK OR AFRICAN AMERICAN
## 8           TCGA-A1-A0SB FEMALE                            WHITE
## 9           TCGA-A1-A0SD FEMALE                            WHITE
## 10          TCGA-A1-A0SE FEMALE                            WHITE
## 11          TCGA-A1-A0SF FEMALE                            WHITE
## 12          TCGA-A1-A0SG FEMALE                            WHITE
## 13          TCGA-A1-A0SH FEMALE                            WHITE
## 14          TCGA-A1-A0SI FEMALE                            WHITE
## 15          TCGA-A1-A0SJ FEMALE        BLACK OR AFRICAN AMERICAN
## 16          TCGA-A1-A0SK FEMALE                            ASIAN
## 17          TCGA-A1-A0SM   MALE                            WHITE
## 18          TCGA-A1-A0SN FEMALE                            WHITE
## 19          TCGA-A1-A0SO FEMALE                            WHITE
## 20          TCGA-A1-A0SP FEMALE                  [Not Available]
## 21          TCGA-A1-A0SQ FEMALE                            WHITE
## 22          TCGA-A2-A04N FEMALE                            WHITE
## 23          TCGA-A2-A04P FEMALE        BLACK OR AFRICAN AMERICAN
## 24          TCGA-A2-A04Q FEMALE                            WHITE
## 25          TCGA-A2-A04R FEMALE        BLACK OR AFRICAN AMERICAN
## 26          TCGA-A2-A04T FEMALE                            WHITE
## 27          TCGA-A2-A04U FEMALE                            WHITE
## 28          TCGA-A2-A04V FEMALE                            WHITE
## 29          TCGA-A2-A04W FEMALE                            WHITE
## 30          TCGA-A2-A04X FEMALE                            WHITE
## 31          TCGA-A2-A04Y FEMALE                            WHITE
## 32          TCGA-A2-A0CK FEMALE                            WHITE
## 33          TCGA-A2-A0CL FEMALE        BLACK OR AFRICAN AMERICAN
## 34          TCGA-A2-A0CM FEMALE        BLACK OR AFRICAN AMERICAN
## 35          TCGA-A2-A0CO FEMALE                            WHITE
## 36          TCGA-A2-A0CP FEMALE                            WHITE
## 37          TCGA-A2-A0CQ FEMALE        BLACK OR AFRICAN AMERICAN
## 38          TCGA-A2-A0CR FEMALE                            ASIAN
## 39          TCGA-A2-A0CS FEMALE                            WHITE
## 40          TCGA-A2-A0CT FEMALE                            WHITE
## 41          TCGA-A2-A0CU FEMALE                            WHITE
## 42          TCGA-A2-A0CV FEMALE                            ASIAN
## 43          TCGA-A2-A0CW FEMALE                            WHITE
## 44          TCGA-A2-A0CX FEMALE                            WHITE
## 45          TCGA-A2-A0CY FEMALE                            WHITE
## 46          TCGA-A2-A0CZ FEMALE                            WHITE
## 47          TCGA-A2-A0D0 FEMALE        BLACK OR AFRICAN AMERICAN
## 48          TCGA-A2-A0D1 FEMALE                            WHITE
## 49          TCGA-A2-A0D2 FEMALE                            WHITE
## 50          TCGA-A2-A0D3 FEMALE                            WHITE
## 51          TCGA-A2-A0D4 FEMALE        BLACK OR AFRICAN AMERICAN
## 52          TCGA-A2-A0EM FEMALE                            WHITE
## 53          TCGA-A2-A0EN FEMALE                            WHITE
## 54          TCGA-A2-A0EO FEMALE                            WHITE
## 55          TCGA-A2-A0EP FEMALE                            WHITE
## 56          TCGA-A2-A0EQ FEMALE        BLACK OR AFRICAN AMERICAN
## 57          TCGA-A2-A0ER FEMALE                            WHITE
## 58          TCGA-A2-A0ES FEMALE                            WHITE
## 59          TCGA-A2-A0ET FEMALE                            WHITE
## 60          TCGA-A2-A0EU FEMALE                            WHITE
## 61          TCGA-A2-A0EV FEMALE                            WHITE
## 62          TCGA-A2-A0EW FEMALE                            WHITE
## 63          TCGA-A2-A0EX FEMALE                            WHITE
## 64          TCGA-A2-A0EY FEMALE                            WHITE
## 65          TCGA-A2-A0ST FEMALE                            WHITE
## 66          TCGA-A2-A0SU FEMALE                            WHITE
## 67          TCGA-A2-A0SV FEMALE                            WHITE
## 68          TCGA-A2-A0SW FEMALE                            WHITE
## 69          TCGA-A2-A0SX FEMALE                            WHITE
## 70          TCGA-A2-A0SY FEMALE                            WHITE
## 71          TCGA-A2-A0T0 FEMALE                            WHITE
## 72          TCGA-A2-A0T1 FEMALE AMERICAN INDIAN OR ALASKA NATIVE
## 73          TCGA-A2-A0T2 FEMALE                            WHITE
## 74          TCGA-A2-A0T3 FEMALE                            WHITE
## 75          TCGA-A2-A0T4 FEMALE                            WHITE
## 76          TCGA-A2-A0T5 FEMALE                            WHITE
## 77          TCGA-A2-A0T6 FEMALE                            WHITE
## 78          TCGA-A2-A0T7 FEMALE                            WHITE
## 79          TCGA-A2-A0YC FEMALE                            WHITE
## 80          TCGA-A2-A0YD FEMALE                            WHITE
## 81          TCGA-A2-A0YE FEMALE                            WHITE
## 82          TCGA-A2-A0YF FEMALE        BLACK OR AFRICAN AMERICAN
## 83          TCGA-A2-A0YG FEMALE                            WHITE
## 84          TCGA-A2-A0YH FEMALE                            WHITE
## 85          TCGA-A2-A0YI FEMALE                            WHITE
## 86          TCGA-A2-A0YJ FEMALE                            WHITE
## 87          TCGA-A2-A0YK FEMALE                            WHITE
## 88          TCGA-A2-A0YL FEMALE                            WHITE
## 89          TCGA-A2-A0YM FEMALE                            WHITE
## 90          TCGA-A2-A0YT FEMALE                            WHITE
## 91          TCGA-A2-A1FV FEMALE                            WHITE
## 92          TCGA-A2-A1FW FEMALE                            WHITE
## 93          TCGA-A2-A1FX FEMALE                            WHITE
## 94          TCGA-A2-A1FZ FEMALE                            WHITE
## 95          TCGA-A2-A1G0 FEMALE                            WHITE
## 96          TCGA-A2-A1G1 FEMALE                            WHITE
## 97          TCGA-A2-A1G4 FEMALE                            WHITE
## 98          TCGA-A2-A1G6 FEMALE                            WHITE
## 99          TCGA-A2-A259 FEMALE        BLACK OR AFRICAN AMERICAN
## 100         TCGA-A2-A25A FEMALE                            WHITE
## 101         TCGA-A2-A25B FEMALE        BLACK OR AFRICAN AMERICAN
## 102         TCGA-A2-A25C FEMALE                            WHITE
## 103         TCGA-A2-A25D FEMALE                            WHITE
## 104         TCGA-A2-A25E FEMALE        BLACK OR AFRICAN AMERICAN
## 105         TCGA-A2-A25F FEMALE                            WHITE
## 106         TCGA-A2-A3KC FEMALE        BLACK OR AFRICAN AMERICAN
## 107         TCGA-A2-A3KD FEMALE                            WHITE
## 108         TCGA-A2-A3XS FEMALE        BLACK OR AFRICAN AMERICAN
## 109         TCGA-A2-A3XT FEMALE        BLACK OR AFRICAN AMERICAN
## 110         TCGA-A2-A3XU FEMALE        BLACK OR AFRICAN AMERICAN
## 111         TCGA-A2-A3XV FEMALE        BLACK OR AFRICAN AMERICAN
## 112         TCGA-A2-A3XW FEMALE        BLACK OR AFRICAN AMERICAN
## 113         TCGA-A2-A3XX FEMALE        BLACK OR AFRICAN AMERICAN
## 114         TCGA-A2-A3XY FEMALE        BLACK OR AFRICAN AMERICAN
## 115         TCGA-A2-A3XZ FEMALE        BLACK OR AFRICAN AMERICAN
## 116         TCGA-A2-A3Y0 FEMALE        BLACK OR AFRICAN AMERICAN
## 117         TCGA-A2-A4RW FEMALE                            WHITE
## 118         TCGA-A2-A4RX FEMALE        BLACK OR AFRICAN AMERICAN
## 119         TCGA-A2-A4RY FEMALE                            WHITE
## 120         TCGA-A2-A4S0 FEMALE                            WHITE
## 121         TCGA-A2-A4S1 FEMALE                            WHITE
## 122         TCGA-A2-A4S2 FEMALE                            WHITE
## 123         TCGA-A2-A4S3 FEMALE        BLACK OR AFRICAN AMERICAN
## 124         TCGA-A7-A0CD FEMALE                            WHITE
## 125         TCGA-A7-A0CE FEMALE                            WHITE
## 126         TCGA-A7-A0CG FEMALE                            WHITE
## 127         TCGA-A7-A0CH FEMALE                            WHITE
## 128         TCGA-A7-A0CJ FEMALE                            WHITE
## 129         TCGA-A7-A0D9 FEMALE                            WHITE
## 130         TCGA-A7-A0DA FEMALE                            WHITE
## 131         TCGA-A7-A0DB FEMALE                            WHITE
## 132         TCGA-A7-A13D FEMALE        BLACK OR AFRICAN AMERICAN
## 133         TCGA-A7-A13E FEMALE                            WHITE
## 134         TCGA-A7-A13F FEMALE                            WHITE
## 135         TCGA-A7-A13G FEMALE                            WHITE
## 136         TCGA-A7-A13H FEMALE                            WHITE
## 137         TCGA-A7-A26E FEMALE                            WHITE
## 138         TCGA-A7-A26F FEMALE                            WHITE
## 139         TCGA-A7-A26G FEMALE        BLACK OR AFRICAN AMERICAN
## 140         TCGA-A7-A26H FEMALE                            WHITE
## 141         TCGA-A7-A26I FEMALE                            WHITE
## 142         TCGA-A7-A26J FEMALE                            WHITE
## 143         TCGA-A7-A2KD FEMALE        BLACK OR AFRICAN AMERICAN
## 144         TCGA-A7-A3IY FEMALE                            WHITE
## 145         TCGA-A7-A3IZ FEMALE                            WHITE
## 146         TCGA-A7-A3J0 FEMALE                            WHITE
## 147         TCGA-A7-A3J1 FEMALE                            WHITE
## 148         TCGA-A7-A3RF FEMALE                            WHITE
## 149         TCGA-A7-A425 FEMALE                            WHITE
## 150         TCGA-A7-A426 FEMALE                            WHITE
## 151         TCGA-A7-A4SA FEMALE                            WHITE
## 152         TCGA-A7-A4SB FEMALE                            WHITE
## 153         TCGA-A7-A4SC FEMALE                            WHITE
## 154         TCGA-A7-A4SD FEMALE        BLACK OR AFRICAN AMERICAN
## 155         TCGA-A7-A4SE FEMALE        BLACK OR AFRICAN AMERICAN
## 156         TCGA-A7-A4SF FEMALE        BLACK OR AFRICAN AMERICAN
## 157         TCGA-A7-A56D FEMALE        BLACK OR AFRICAN AMERICAN
## 158         TCGA-A7-A5ZV FEMALE        BLACK OR AFRICAN AMERICAN
## 159         TCGA-A7-A5ZW FEMALE        BLACK OR AFRICAN AMERICAN
## 160         TCGA-A7-A5ZX FEMALE                            WHITE
## 161         TCGA-A7-A6VV FEMALE        BLACK OR AFRICAN AMERICAN
## 162         TCGA-A7-A6VW FEMALE        BLACK OR AFRICAN AMERICAN
## 163         TCGA-A7-A6VX FEMALE        BLACK OR AFRICAN AMERICAN
## 164         TCGA-A7-A6VY FEMALE        BLACK OR AFRICAN AMERICAN
## 165         TCGA-A8-A06N FEMALE                  [Not Available]
## 166         TCGA-A8-A06O FEMALE                  [Not Available]
## 167         TCGA-A8-A06P FEMALE                  [Not Available]
## 168         TCGA-A8-A06Q FEMALE                  [Not Available]
## 169         TCGA-A8-A06R FEMALE                  [Not Available]
## 170         TCGA-A8-A06T FEMALE                  [Not Available]
## 171         TCGA-A8-A06U FEMALE                  [Not Available]
## 172         TCGA-A8-A06X FEMALE                  [Not Available]
## 173         TCGA-A8-A06Y FEMALE                  [Not Available]
## 174         TCGA-A8-A06Z FEMALE                  [Not Available]
## 175         TCGA-A8-A075 FEMALE                  [Not Available]
## 176         TCGA-A8-A076 FEMALE                  [Not Available]
## 177         TCGA-A8-A079 FEMALE                  [Not Available]
## 178         TCGA-A8-A07B FEMALE                  [Not Available]
## 179         TCGA-A8-A07C FEMALE                  [Not Available]
## 180         TCGA-A8-A07E FEMALE                  [Not Available]
## 181         TCGA-A8-A07F FEMALE                  [Not Available]
## 182         TCGA-A8-A07G FEMALE                  [Not Available]
## 183         TCGA-A8-A07I FEMALE                  [Not Available]
## 184         TCGA-A8-A07J FEMALE                  [Not Available]
## 185         TCGA-A8-A07L FEMALE                  [Not Available]
## 186         TCGA-A8-A07O FEMALE                  [Not Available]
## 187         TCGA-A8-A07P FEMALE                  [Not Available]
## 188         TCGA-A8-A07R FEMALE                  [Not Available]
## 189         TCGA-A8-A07S FEMALE                  [Not Available]
## 190         TCGA-A8-A07U FEMALE                  [Not Available]
## 191         TCGA-A8-A07W FEMALE                  [Not Available]
## 192         TCGA-A8-A07Z FEMALE                  [Not Available]
## 193         TCGA-A8-A081 FEMALE                  [Not Available]
## 194         TCGA-A8-A082 FEMALE                  [Not Available]
## 195         TCGA-A8-A083 FEMALE                  [Not Available]
## 196         TCGA-A8-A085   MALE                  [Not Available]
## 197         TCGA-A8-A086 FEMALE                  [Not Available]
## 198         TCGA-A8-A08A FEMALE                  [Not Available]
## 199         TCGA-A8-A08B FEMALE                  [Not Available]
## 200         TCGA-A8-A08C FEMALE                  [Not Available]
## 201         TCGA-A8-A08G FEMALE                  [Not Available]
## 202         TCGA-A8-A08H FEMALE                  [Not Available]
## 203         TCGA-A8-A08I FEMALE                  [Not Available]
## 204         TCGA-A8-A08J FEMALE                  [Not Available]
## 205         TCGA-A8-A08L FEMALE                  [Not Available]
## 206         TCGA-A8-A08O FEMALE                  [Not Available]
## 207         TCGA-A8-A08P FEMALE                  [Not Available]
## 208         TCGA-A8-A08R FEMALE                  [Not Available]
## 209         TCGA-A8-A08T FEMALE                  [Not Available]
## 210         TCGA-A8-A08X FEMALE                  [Not Available]
## 211         TCGA-A8-A08Z FEMALE                  [Not Available]
## 212         TCGA-A8-A090 FEMALE                  [Not Available]
## 213         TCGA-A8-A091 FEMALE                  [Not Available]
## 214         TCGA-A8-A092 FEMALE                  [Not Available]
## 215         TCGA-A8-A093 FEMALE                  [Not Available]
## 216         TCGA-A8-A094 FEMALE                  [Not Available]
## 217         TCGA-A8-A095 FEMALE                  [Not Available]
## 218         TCGA-A8-A096 FEMALE                  [Not Available]
## 219         TCGA-A8-A097 FEMALE                  [Not Available]
## 220         TCGA-A8-A099 FEMALE                  [Not Available]
## 221         TCGA-A8-A09A FEMALE                  [Not Available]
## 222         TCGA-A8-A09B FEMALE                  [Not Available]
## 223         TCGA-A8-A09C FEMALE                  [Not Available]
## 224         TCGA-A8-A09D FEMALE                  [Not Available]
## 225         TCGA-A8-A09G FEMALE                  [Not Available]
## 226         TCGA-A8-A09I FEMALE                  [Not Available]
## 227         TCGA-A8-A09M FEMALE                  [Not Available]
## 228         TCGA-A8-A09N FEMALE                  [Not Available]
## 229         TCGA-A8-A09Q FEMALE                  [Not Available]
## 230         TCGA-A8-A09R FEMALE                  [Not Available]
## 231         TCGA-A8-A09T FEMALE                  [Not Available]
## 232         TCGA-A8-A09V FEMALE                  [Not Available]
## 233         TCGA-A8-A09W FEMALE                  [Not Available]
## 234         TCGA-A8-A09X FEMALE                  [Not Available]
## 235         TCGA-A8-A09Z FEMALE                  [Not Available]
## 236         TCGA-A8-A0A1 FEMALE                  [Not Available]
## 237         TCGA-A8-A0A2 FEMALE                  [Not Available]
## 238         TCGA-A8-A0A4 FEMALE                  [Not Available]
## 239         TCGA-A8-A0A6 FEMALE                  [Not Available]
## 240         TCGA-A8-A0A7 FEMALE                  [Not Available]
## 241         TCGA-A8-A0A9 FEMALE                  [Not Available]
## 242         TCGA-A8-A0AB FEMALE                  [Not Available]
## 243         TCGA-A8-A0AD FEMALE                  [Not Available]
## 244         TCGA-AC-A23C FEMALE                            WHITE
## 245         TCGA-AC-A23E FEMALE                            WHITE
## 246         TCGA-AC-A23G FEMALE                            WHITE
## 247         TCGA-AC-A23H FEMALE                            WHITE
## 248         TCGA-AC-A2B8 FEMALE                            WHITE
## 249         TCGA-AC-A2BK FEMALE        BLACK OR AFRICAN AMERICAN
## 250         TCGA-AC-A2BM FEMALE        BLACK OR AFRICAN AMERICAN
## 251         TCGA-AC-A2FB FEMALE                            WHITE
## 252         TCGA-AC-A2FE FEMALE                            WHITE
## 253         TCGA-AC-A2FF FEMALE                            ASIAN
## 254         TCGA-AC-A2FG FEMALE                            WHITE
## 255         TCGA-AC-A2FK FEMALE                            WHITE
## 256         TCGA-AC-A2FM FEMALE                            WHITE
## 257         TCGA-AC-A2FO FEMALE                            WHITE
## 258         TCGA-AC-A2QH FEMALE                            WHITE
## 259         TCGA-AC-A2QI FEMALE                            WHITE
## 260         TCGA-AC-A2QJ FEMALE                            WHITE
## 261         TCGA-AC-A3BB FEMALE        BLACK OR AFRICAN AMERICAN
## 262         TCGA-AC-A3EH FEMALE                            WHITE
## 263         TCGA-AC-A3HN FEMALE                            WHITE
## 264         TCGA-AC-A3OD FEMALE                            WHITE
## 265         TCGA-AC-A3QP FEMALE                            WHITE
## 266         TCGA-AC-A3QQ FEMALE                            WHITE
## 267         TCGA-AC-A3TM FEMALE                            WHITE
## 268         TCGA-AC-A3TN FEMALE                            WHITE
## 269         TCGA-AC-A3W5 FEMALE        BLACK OR AFRICAN AMERICAN
## 270         TCGA-AC-A3W6 FEMALE                            WHITE
## 271         TCGA-AC-A3W7 FEMALE                            WHITE
## 272         TCGA-AC-A3YI FEMALE                            WHITE
## 273         TCGA-AC-A3YJ FEMALE                            WHITE
## 274         TCGA-AC-A4ZE FEMALE                            WHITE
## 275         TCGA-AC-A5EH FEMALE        BLACK OR AFRICAN AMERICAN
## 276         TCGA-AC-A5XS FEMALE                            WHITE
## 277         TCGA-AC-A5XU FEMALE        BLACK OR AFRICAN AMERICAN
## 278         TCGA-AC-A62V   MALE        BLACK OR AFRICAN AMERICAN
## 279         TCGA-AC-A62X FEMALE        BLACK OR AFRICAN AMERICAN
## 280         TCGA-AC-A62Y FEMALE                            WHITE
## 281         TCGA-AC-A6IV FEMALE                            WHITE
## 282         TCGA-AC-A6IW FEMALE        BLACK OR AFRICAN AMERICAN
## 283         TCGA-AC-A6IX FEMALE                            WHITE
## 284         TCGA-AC-A6NO FEMALE        BLACK OR AFRICAN AMERICAN
## 285         TCGA-AC-A7VB FEMALE        BLACK OR AFRICAN AMERICAN
## 286         TCGA-AC-A7VC FEMALE                            WHITE
## 287         TCGA-AC-A8OP FEMALE        BLACK OR AFRICAN AMERICAN
## 288         TCGA-AC-A8OQ FEMALE        BLACK OR AFRICAN AMERICAN
## 289         TCGA-AC-A8OR FEMALE                            WHITE
## 290         TCGA-AC-A8OS FEMALE                            WHITE
## 291         TCGA-AN-A03X FEMALE                            WHITE
## 292         TCGA-AN-A03Y FEMALE                            WHITE
## 293         TCGA-AN-A041 FEMALE                            WHITE
## 294         TCGA-AN-A046 FEMALE                            WHITE
## 295         TCGA-AN-A049 FEMALE                            WHITE
## 296         TCGA-AN-A04A FEMALE                            WHITE
## 297         TCGA-AN-A04C FEMALE                            WHITE
## 298         TCGA-AN-A04D FEMALE                            WHITE
## 299         TCGA-AN-A0AJ FEMALE                            WHITE
## 300         TCGA-AN-A0AK FEMALE                            WHITE
## 301         TCGA-AN-A0AL FEMALE                            WHITE
## 302         TCGA-AN-A0AM FEMALE                            WHITE
## 303         TCGA-AN-A0AR FEMALE                            WHITE
## 304         TCGA-AN-A0AS FEMALE                            WHITE
## 305         TCGA-AN-A0AT FEMALE                            WHITE
## 306         TCGA-AN-A0FD FEMALE                            WHITE
## 307         TCGA-AN-A0FF FEMALE                            WHITE
## 308         TCGA-AN-A0FJ FEMALE                            WHITE
## 309         TCGA-AN-A0FK FEMALE                            WHITE
## 310         TCGA-AN-A0FL FEMALE                            WHITE
## 311         TCGA-AN-A0FN FEMALE                            WHITE
## 312         TCGA-AN-A0FS FEMALE                            WHITE
## 313         TCGA-AN-A0FT FEMALE                            WHITE
## 314         TCGA-AN-A0FV FEMALE                            WHITE
## 315         TCGA-AN-A0FW FEMALE                            WHITE
## 316         TCGA-AN-A0FX FEMALE                            WHITE
## 317         TCGA-AN-A0FY FEMALE                            WHITE
## 318         TCGA-AN-A0FZ FEMALE                            WHITE
## 319         TCGA-AN-A0G0 FEMALE                            WHITE
## 320         TCGA-AN-A0XL FEMALE                            WHITE
## 321         TCGA-AN-A0XN FEMALE                            WHITE
## 322         TCGA-AN-A0XO FEMALE                            WHITE
## 323         TCGA-AN-A0XP FEMALE                            WHITE
## 324         TCGA-AN-A0XR FEMALE                            WHITE
## 325         TCGA-AN-A0XS FEMALE                            WHITE
## 326         TCGA-AN-A0XT FEMALE                            WHITE
## 327         TCGA-AN-A0XU FEMALE                            WHITE
## 328         TCGA-AN-A0XV FEMALE                            WHITE
## 329         TCGA-AN-A0XW FEMALE                            WHITE
## 330         TCGA-AO-A03L FEMALE                            ASIAN
## 331         TCGA-AO-A03M FEMALE                            WHITE
## 332         TCGA-AO-A03N FEMALE                            WHITE
## 333         TCGA-AO-A03O FEMALE        BLACK OR AFRICAN AMERICAN
## 334         TCGA-AO-A03P FEMALE        BLACK OR AFRICAN AMERICAN
## 335         TCGA-AO-A03R FEMALE                            WHITE
## 336         TCGA-AO-A03T FEMALE                            WHITE
## 337         TCGA-AO-A03U FEMALE                            WHITE
## 338         TCGA-AO-A03V FEMALE                            WHITE
## 339         TCGA-AO-A0J2 FEMALE                            WHITE
## 340         TCGA-AO-A0J3 FEMALE                            WHITE
## 341         TCGA-AO-A0J4 FEMALE        BLACK OR AFRICAN AMERICAN
## 342         TCGA-AO-A0J5 FEMALE                            WHITE
## 343         TCGA-AO-A0J6 FEMALE                            WHITE
## 344         TCGA-AO-A0J7 FEMALE                            WHITE
## 345         TCGA-AO-A0J8 FEMALE                            WHITE
## 346         TCGA-AO-A0J9 FEMALE                            WHITE
## 347         TCGA-AO-A0JA FEMALE        BLACK OR AFRICAN AMERICAN
## 348         TCGA-AO-A0JB FEMALE                            WHITE
## 349         TCGA-AO-A0JC FEMALE                            WHITE
## 350         TCGA-AO-A0JD FEMALE                            WHITE
## 351         TCGA-AO-A0JE FEMALE        BLACK OR AFRICAN AMERICAN
## 352         TCGA-AO-A0JF FEMALE                            WHITE
## 353         TCGA-AO-A0JG FEMALE                            WHITE
## 354         TCGA-AO-A0JI FEMALE                            WHITE
## 355         TCGA-AO-A0JJ FEMALE                            WHITE
## 356         TCGA-AO-A0JL FEMALE                            WHITE
## 357         TCGA-AO-A0JM FEMALE                  [Not Available]
## 358         TCGA-AO-A124 FEMALE                            WHITE
## 359         TCGA-AO-A125 FEMALE        BLACK OR AFRICAN AMERICAN
## 360         TCGA-AO-A126 FEMALE                            ASIAN
## 361         TCGA-AO-A128 FEMALE                            WHITE
## 362         TCGA-AO-A129 FEMALE                            WHITE
## 363         TCGA-AO-A12A FEMALE                            WHITE
## 364         TCGA-AO-A12B FEMALE                            WHITE
## 365         TCGA-AO-A12C FEMALE                            WHITE
## 366         TCGA-AO-A12D FEMALE                            WHITE
## 367         TCGA-AO-A12E FEMALE                            WHITE
## 368         TCGA-AO-A12F FEMALE                            WHITE
## 369         TCGA-AO-A12G FEMALE                            WHITE
## 370         TCGA-AO-A12H FEMALE        BLACK OR AFRICAN AMERICAN
## 371         TCGA-AO-A1KO FEMALE                            WHITE
## 372         TCGA-AO-A1KP FEMALE                            WHITE
## 373         TCGA-AO-A1KQ   MALE                            WHITE
## 374         TCGA-AO-A1KR FEMALE                            WHITE
## 375         TCGA-AO-A1KS FEMALE                            WHITE
## 376         TCGA-AO-A1KT FEMALE                            WHITE
## 377         TCGA-AQ-A04H FEMALE                            WHITE
## 378         TCGA-AQ-A04J FEMALE                            WHITE
## 379         TCGA-AQ-A04L FEMALE                            WHITE
## 380         TCGA-AQ-A0Y5 FEMALE                            WHITE
## 381         TCGA-AQ-A1H2 FEMALE                            WHITE
## 382         TCGA-AQ-A1H3 FEMALE                            WHITE
## 383         TCGA-AQ-A54N FEMALE        BLACK OR AFRICAN AMERICAN
## 384         TCGA-AQ-A54O   MALE        BLACK OR AFRICAN AMERICAN
## 385         TCGA-AQ-A7U7 FEMALE                            WHITE
## 386         TCGA-AR-A0TP FEMALE                            WHITE
## 387         TCGA-AR-A0TQ FEMALE                            WHITE
## 388         TCGA-AR-A0TR FEMALE                            WHITE
## 389         TCGA-AR-A0TS FEMALE                            WHITE
## 390         TCGA-AR-A0TT FEMALE        BLACK OR AFRICAN AMERICAN
## 391         TCGA-AR-A0TU FEMALE                  [Not Available]
## 392         TCGA-AR-A0TV FEMALE                  [Not Available]
## 393         TCGA-AR-A0TW FEMALE                            WHITE
## 394         TCGA-AR-A0TX FEMALE                  [Not Available]
## 395         TCGA-AR-A0TY FEMALE                            WHITE
## 396         TCGA-AR-A0TZ FEMALE                            WHITE
## 397         TCGA-AR-A0U0 FEMALE                            WHITE
## 398         TCGA-AR-A0U2 FEMALE                            WHITE
## 399         TCGA-AR-A0U3 FEMALE                            WHITE
## 400         TCGA-AR-A0U4 FEMALE                            WHITE
## 401         TCGA-AR-A1AH FEMALE                            WHITE
## 402         TCGA-AR-A1AI FEMALE                            WHITE
## 403         TCGA-AR-A1AJ FEMALE                            WHITE
## 404         TCGA-AR-A1AK FEMALE                            WHITE
## 405         TCGA-AR-A1AL FEMALE                            WHITE
## 406         TCGA-AR-A1AM FEMALE                            WHITE
## 407         TCGA-AR-A1AN FEMALE                            WHITE
## 408         TCGA-AR-A1AO FEMALE                            WHITE
## 409         TCGA-AR-A1AP FEMALE                            WHITE
## 410         TCGA-AR-A1AQ FEMALE                            WHITE
## 411         TCGA-AR-A1AR FEMALE                            WHITE
## 412         TCGA-AR-A1AS FEMALE                            ASIAN
## 413         TCGA-AR-A1AT FEMALE                            WHITE
## 414         TCGA-AR-A1AU FEMALE                            WHITE
## 415         TCGA-AR-A1AV   MALE                            WHITE
## 416         TCGA-AR-A1AW FEMALE                            WHITE
## 417         TCGA-AR-A1AX FEMALE                            WHITE
## 418         TCGA-AR-A1AY FEMALE                            WHITE
## 419         TCGA-AR-A24H FEMALE                            WHITE
## 420         TCGA-AR-A24K FEMALE                            WHITE
## 421         TCGA-AR-A24L FEMALE                            WHITE
## 422         TCGA-AR-A24M FEMALE                            WHITE
## 423         TCGA-AR-A24N FEMALE                            WHITE
## 424         TCGA-AR-A24O FEMALE                            WHITE
## 425         TCGA-AR-A24P FEMALE                            WHITE
## 426         TCGA-AR-A24Q FEMALE                            WHITE
## 427         TCGA-AR-A24R FEMALE                            WHITE
## 428         TCGA-AR-A24S FEMALE                            WHITE
## 429         TCGA-AR-A24T FEMALE                            WHITE
## 430         TCGA-AR-A24U FEMALE                            WHITE
## 431         TCGA-AR-A24V FEMALE                            WHITE
## 432         TCGA-AR-A24W FEMALE                            WHITE
## 433         TCGA-AR-A24X FEMALE                            WHITE
## 434         TCGA-AR-A24Z FEMALE                            WHITE
## 435         TCGA-AR-A250 FEMALE                            WHITE
## 436         TCGA-AR-A251 FEMALE                            WHITE
## 437         TCGA-AR-A252 FEMALE                            WHITE
## 438         TCGA-AR-A254 FEMALE                            WHITE
## 439         TCGA-AR-A255 FEMALE                            WHITE
## 440         TCGA-AR-A256 FEMALE                            WHITE
## 441         TCGA-AR-A2LE FEMALE                            WHITE
## 442         TCGA-AR-A2LH FEMALE                            WHITE
## 443         TCGA-AR-A2LJ FEMALE                            WHITE
## 444         TCGA-AR-A2LK FEMALE                            WHITE
## 445         TCGA-AR-A2LM FEMALE                            WHITE
## 446         TCGA-AR-A2LN FEMALE                            WHITE
## 447         TCGA-AR-A2LO FEMALE                            WHITE
## 448         TCGA-AR-A2LQ FEMALE                            WHITE
## 449         TCGA-AR-A5QM FEMALE                            WHITE
## 450         TCGA-AR-A5QN FEMALE                            WHITE
## 451         TCGA-AR-A5QP FEMALE                            WHITE
## 452         TCGA-AR-A5QQ FEMALE                            WHITE
## 453         TCGA-B6-A0I1 FEMALE        BLACK OR AFRICAN AMERICAN
## 454         TCGA-B6-A0I2 FEMALE                            WHITE
## 455         TCGA-B6-A0I5 FEMALE                            WHITE
## 456         TCGA-B6-A0I6 FEMALE        BLACK OR AFRICAN AMERICAN
## 457         TCGA-B6-A0I8 FEMALE                            WHITE
## 458         TCGA-B6-A0I9 FEMALE                            WHITE
## 459         TCGA-B6-A0IA FEMALE                            WHITE
## 460         TCGA-B6-A0IB FEMALE                            WHITE
## 461         TCGA-B6-A0IC FEMALE                            WHITE
## 462         TCGA-B6-A0IE FEMALE        BLACK OR AFRICAN AMERICAN
## 463         TCGA-B6-A0IG FEMALE                            WHITE
## 464         TCGA-B6-A0IH FEMALE                            WHITE
## 465         TCGA-B6-A0IJ FEMALE        BLACK OR AFRICAN AMERICAN
## 466         TCGA-B6-A0IK FEMALE                            WHITE
## 467         TCGA-B6-A0IM FEMALE        BLACK OR AFRICAN AMERICAN
## 468         TCGA-B6-A0IN FEMALE                            WHITE
## 469         TCGA-B6-A0IO FEMALE                            WHITE
## 470         TCGA-B6-A0IP FEMALE                            WHITE
## 471         TCGA-B6-A0IQ FEMALE                            WHITE
## 472         TCGA-B6-A0RE FEMALE        BLACK OR AFRICAN AMERICAN
## 473         TCGA-B6-A0RG FEMALE                            WHITE
## 474         TCGA-B6-A0RH FEMALE        BLACK OR AFRICAN AMERICAN
## 475         TCGA-B6-A0RI FEMALE                            WHITE
## 476         TCGA-B6-A0RL FEMALE        BLACK OR AFRICAN AMERICAN
## 477         TCGA-B6-A0RM FEMALE        BLACK OR AFRICAN AMERICAN
## 478         TCGA-B6-A0RN FEMALE                            WHITE
## 479         TCGA-B6-A0RO FEMALE                            WHITE
## 480         TCGA-B6-A0RP FEMALE                            WHITE
## 481         TCGA-B6-A0RQ FEMALE                            WHITE
## 482         TCGA-B6-A0RS FEMALE                            WHITE
## 483         TCGA-B6-A0RT FEMALE                            WHITE
## 484         TCGA-B6-A0RU FEMALE                            WHITE
## 485         TCGA-B6-A0RV FEMALE                            WHITE
## 486         TCGA-B6-A0WS FEMALE        BLACK OR AFRICAN AMERICAN
## 487         TCGA-B6-A0WT FEMALE                            WHITE
## 488         TCGA-B6-A0WV FEMALE                            WHITE
## 489         TCGA-B6-A0WW FEMALE        BLACK OR AFRICAN AMERICAN
## 490         TCGA-B6-A0WX FEMALE        BLACK OR AFRICAN AMERICAN
## 491         TCGA-B6-A0WY FEMALE                            WHITE
## 492         TCGA-B6-A0WZ FEMALE        BLACK OR AFRICAN AMERICAN
## 493         TCGA-B6-A0X0 FEMALE                            WHITE
## 494         TCGA-B6-A0X1 FEMALE                            WHITE
## 495         TCGA-B6-A0X4 FEMALE                            WHITE
## 496         TCGA-B6-A0X5 FEMALE        BLACK OR AFRICAN AMERICAN
## 497         TCGA-B6-A0X7 FEMALE                            WHITE
## 498         TCGA-B6-A1KC FEMALE                            WHITE
## 499         TCGA-B6-A1KF FEMALE                            WHITE
## 500         TCGA-B6-A1KI FEMALE                            WHITE
## 501         TCGA-B6-A1KN FEMALE                            WHITE
## 502         TCGA-B6-A2IU FEMALE                            WHITE
## 503         TCGA-B6-A3ZX FEMALE        BLACK OR AFRICAN AMERICAN
## 504         TCGA-B6-A400 FEMALE        BLACK OR AFRICAN AMERICAN
## 505         TCGA-B6-A401 FEMALE        BLACK OR AFRICAN AMERICAN
## 506         TCGA-B6-A402 FEMALE        BLACK OR AFRICAN AMERICAN
## 507         TCGA-B6-A408 FEMALE        BLACK OR AFRICAN AMERICAN
## 508         TCGA-B6-A409 FEMALE        BLACK OR AFRICAN AMERICAN
## 509         TCGA-B6-A40B FEMALE                            WHITE
## 510         TCGA-B6-A40C FEMALE                            WHITE
## 511         TCGA-BH-A0AU FEMALE                            WHITE
## 512         TCGA-BH-A0AV FEMALE        BLACK OR AFRICAN AMERICAN
## 513         TCGA-BH-A0AW FEMALE                            WHITE
## 514         TCGA-BH-A0AY FEMALE                            WHITE
## 515         TCGA-BH-A0AZ FEMALE                            WHITE
## 516         TCGA-BH-A0B0 FEMALE        BLACK OR AFRICAN AMERICAN
## 517         TCGA-BH-A0B1 FEMALE                            WHITE
## 518         TCGA-BH-A0B3 FEMALE                            WHITE
## 519         TCGA-BH-A0B4   MALE                            WHITE
## 520         TCGA-BH-A0B5 FEMALE                            WHITE
## 521         TCGA-BH-A0B7 FEMALE                            WHITE
## 522         TCGA-BH-A0B8 FEMALE                            WHITE
## 523         TCGA-BH-A0B9 FEMALE                            WHITE
## 524         TCGA-BH-A0BA FEMALE                            WHITE
## 525         TCGA-BH-A0BC FEMALE                            WHITE
## 526         TCGA-BH-A0BD FEMALE                            WHITE
## 527         TCGA-BH-A0BF FEMALE                            WHITE
## 528         TCGA-BH-A0BG FEMALE                            WHITE
## 529         TCGA-BH-A0BJ FEMALE                            WHITE
## 530         TCGA-BH-A0BL FEMALE                            WHITE
## 531         TCGA-BH-A0BM FEMALE                            WHITE
## 532         TCGA-BH-A0BO FEMALE                            WHITE
## 533         TCGA-BH-A0BP FEMALE                            WHITE
## 534         TCGA-BH-A0BQ FEMALE                            WHITE
## 535         TCGA-BH-A0BR FEMALE                            WHITE
## 536         TCGA-BH-A0BS FEMALE                            WHITE
## 537         TCGA-BH-A0BT FEMALE                            WHITE
## 538         TCGA-BH-A0BV FEMALE                            WHITE
## 539         TCGA-BH-A0BW FEMALE        BLACK OR AFRICAN AMERICAN
## 540         TCGA-BH-A0BZ FEMALE                            WHITE
## 541         TCGA-BH-A0C0 FEMALE                            WHITE
## 542         TCGA-BH-A0C1 FEMALE                            WHITE
## 543         TCGA-BH-A0C3 FEMALE                            WHITE
## 544         TCGA-BH-A0C7 FEMALE                            WHITE
## 545         TCGA-BH-A0DD   MALE                            WHITE
## 546         TCGA-BH-A0DE FEMALE                            WHITE
## 547         TCGA-BH-A0DG FEMALE        BLACK OR AFRICAN AMERICAN
## 548         TCGA-BH-A0DH FEMALE                            WHITE
## 549         TCGA-BH-A0DI FEMALE                            WHITE
## 550         TCGA-BH-A0DK FEMALE                            WHITE
## 551         TCGA-BH-A0DL FEMALE                            WHITE
## 552         TCGA-BH-A0DO FEMALE                            WHITE
## 553         TCGA-BH-A0DP FEMALE                            WHITE
## 554         TCGA-BH-A0DQ FEMALE                            WHITE
## 555         TCGA-BH-A0DS FEMALE                            WHITE
## 556         TCGA-BH-A0DT FEMALE                            WHITE
## 557         TCGA-BH-A0DV FEMALE                            WHITE
## 558         TCGA-BH-A0DX FEMALE                            WHITE
## 559         TCGA-BH-A0DZ FEMALE                            WHITE
## 560         TCGA-BH-A0E0 FEMALE                            WHITE
## 561         TCGA-BH-A0E1 FEMALE                            WHITE
## 562         TCGA-BH-A0E2 FEMALE        BLACK OR AFRICAN AMERICAN
## 563         TCGA-BH-A0E6 FEMALE                            WHITE
## 564         TCGA-BH-A0E7 FEMALE                            WHITE
## 565         TCGA-BH-A0E9 FEMALE                            WHITE
## 566         TCGA-BH-A0EA FEMALE                            WHITE
## 567         TCGA-BH-A0EB FEMALE                            WHITE
## 568         TCGA-BH-A0EE FEMALE                            WHITE
## 569         TCGA-BH-A0EI FEMALE                            WHITE
## 570         TCGA-BH-A0GY FEMALE                            WHITE
## 571         TCGA-BH-A0GZ FEMALE                            WHITE
## 572         TCGA-BH-A0H0 FEMALE                            WHITE
## 573         TCGA-BH-A0H3 FEMALE                            WHITE
## 574         TCGA-BH-A0H5 FEMALE                            WHITE
## 575         TCGA-BH-A0H6 FEMALE                            WHITE
## 576         TCGA-BH-A0H7 FEMALE                            WHITE
## 577         TCGA-BH-A0H9 FEMALE                            WHITE
## 578         TCGA-BH-A0HA FEMALE                            WHITE
## 579         TCGA-BH-A0HB FEMALE                            WHITE
## 580         TCGA-BH-A0HF FEMALE                            WHITE
## 581         TCGA-BH-A0HI FEMALE                            WHITE
## 582         TCGA-BH-A0HK FEMALE                            WHITE
## 583         TCGA-BH-A0HL FEMALE                            WHITE
## 584         TCGA-BH-A0HN FEMALE                            WHITE
## 585         TCGA-BH-A0HO FEMALE                            WHITE
## 586         TCGA-BH-A0HP FEMALE                            WHITE
## 587         TCGA-BH-A0HQ FEMALE                            WHITE
## 588         TCGA-BH-A0HU FEMALE                            WHITE
## 589         TCGA-BH-A0HW FEMALE                            ASIAN
## 590         TCGA-BH-A0HX FEMALE                            WHITE
## 591         TCGA-BH-A0HY FEMALE                            WHITE
## 592         TCGA-BH-A0RX FEMALE                            WHITE
## 593         TCGA-BH-A0W3 FEMALE                            WHITE
## 594         TCGA-BH-A0W4 FEMALE                            WHITE
## 595         TCGA-BH-A0W5 FEMALE                            WHITE
## 596         TCGA-BH-A0W7 FEMALE                            WHITE
## 597         TCGA-BH-A0WA FEMALE                            WHITE
## 598         TCGA-BH-A18F FEMALE                            WHITE
## 599         TCGA-BH-A18G FEMALE                            WHITE
## 600         TCGA-BH-A18H FEMALE                            WHITE
## 601         TCGA-BH-A18I FEMALE                            WHITE
## 602         TCGA-BH-A18J FEMALE                            WHITE
## 603         TCGA-BH-A18K FEMALE                            WHITE
## 604         TCGA-BH-A18L FEMALE                            WHITE
## 605         TCGA-BH-A18M FEMALE                            WHITE
## 606         TCGA-BH-A18N FEMALE                            WHITE
## 607         TCGA-BH-A18P FEMALE                            WHITE
## 608         TCGA-BH-A18Q FEMALE                            WHITE
## 609         TCGA-BH-A18R FEMALE                            WHITE
## 610         TCGA-BH-A18S FEMALE                            WHITE
## 611         TCGA-BH-A18T FEMALE                            WHITE
## 612         TCGA-BH-A18U FEMALE                            WHITE
## 613         TCGA-BH-A18V FEMALE                            WHITE
## 614         TCGA-BH-A1EN FEMALE                            WHITE
## 615         TCGA-BH-A1EO FEMALE                            WHITE
## 616         TCGA-BH-A1ES FEMALE                            WHITE
## 617         TCGA-BH-A1ET FEMALE                            WHITE
## 618         TCGA-BH-A1EU FEMALE                            WHITE
## 619         TCGA-BH-A1EV FEMALE                            WHITE
## 620         TCGA-BH-A1EW FEMALE                            WHITE
## 621         TCGA-BH-A1EX FEMALE                            WHITE
## 622         TCGA-BH-A1EY FEMALE                            WHITE
## 623         TCGA-BH-A1F0 FEMALE                            WHITE
## 624         TCGA-BH-A1F2 FEMALE                            WHITE
## 625         TCGA-BH-A1F6 FEMALE                            WHITE
## 626         TCGA-BH-A1F8 FEMALE                            WHITE
## 627         TCGA-BH-A1FB FEMALE                            WHITE
## 628         TCGA-BH-A1FC FEMALE        BLACK OR AFRICAN AMERICAN
## 629         TCGA-BH-A1FD FEMALE                            WHITE
## 630         TCGA-BH-A1FE FEMALE                            WHITE
## 631         TCGA-BH-A1FG FEMALE                            WHITE
## 632         TCGA-BH-A1FH FEMALE                            WHITE
## 633         TCGA-BH-A1FJ FEMALE                            WHITE
## 634         TCGA-BH-A1FL FEMALE                            WHITE
## 635         TCGA-BH-A1FM FEMALE                            WHITE
## 636         TCGA-BH-A1FN FEMALE                            WHITE
## 637         TCGA-BH-A1FR FEMALE                            WHITE
## 638         TCGA-BH-A1FU FEMALE                            WHITE
## 639         TCGA-BH-A201 FEMALE                            WHITE
## 640         TCGA-BH-A202 FEMALE                            WHITE
## 641         TCGA-BH-A203 FEMALE                            WHITE
## 642         TCGA-BH-A204 FEMALE                            WHITE
## 643         TCGA-BH-A208 FEMALE                            WHITE
## 644         TCGA-BH-A209 FEMALE        BLACK OR AFRICAN AMERICAN
## 645         TCGA-BH-A28O FEMALE                            WHITE
## 646         TCGA-BH-A28Q FEMALE                            WHITE
## 647         TCGA-BH-A2L8 FEMALE                            WHITE
## 648         TCGA-BH-A42T FEMALE        BLACK OR AFRICAN AMERICAN
## 649         TCGA-BH-A42U FEMALE        BLACK OR AFRICAN AMERICAN
## 650         TCGA-BH-A42V FEMALE        BLACK OR AFRICAN AMERICAN
## 651         TCGA-BH-A5IZ FEMALE        BLACK OR AFRICAN AMERICAN
## 652         TCGA-BH-A5J0 FEMALE        BLACK OR AFRICAN AMERICAN
## 653         TCGA-BH-A6R8 FEMALE        BLACK OR AFRICAN AMERICAN
## 654         TCGA-BH-A6R9 FEMALE                            WHITE
## 655         TCGA-BH-A8FY FEMALE                            WHITE
## 656         TCGA-BH-A8FZ FEMALE                            WHITE
## 657         TCGA-BH-A8G0 FEMALE                            WHITE
## 658         TCGA-BH-AB28 FEMALE                            WHITE
## 659         TCGA-C8-A12K FEMALE                            ASIAN
## 660         TCGA-C8-A12L FEMALE                            ASIAN
## 661         TCGA-C8-A12M FEMALE                            ASIAN
## 662         TCGA-C8-A12N FEMALE                            ASIAN
## 663         TCGA-C8-A12O FEMALE                            ASIAN
## 664         TCGA-C8-A12P FEMALE                            ASIAN
## 665         TCGA-C8-A12Q FEMALE                            ASIAN
## 666         TCGA-C8-A12T FEMALE                            ASIAN
## 667         TCGA-C8-A12U FEMALE                            ASIAN
## 668         TCGA-C8-A12V FEMALE                            ASIAN
## 669         TCGA-C8-A12W FEMALE                            ASIAN
## 670         TCGA-C8-A12X FEMALE                            ASIAN
## 671         TCGA-C8-A12Y FEMALE                            ASIAN
## 672         TCGA-C8-A12Z FEMALE                            ASIAN
## 673         TCGA-C8-A130 FEMALE                            ASIAN
## 674         TCGA-C8-A131 FEMALE                            ASIAN
## 675         TCGA-C8-A132 FEMALE                            ASIAN
## 676         TCGA-C8-A133 FEMALE                            WHITE
## 677         TCGA-C8-A134 FEMALE                            ASIAN
## 678         TCGA-C8-A135 FEMALE                            ASIAN
## 679         TCGA-C8-A137 FEMALE                            ASIAN
## 680         TCGA-C8-A138 FEMALE                            ASIAN
## 681         TCGA-C8-A1HE FEMALE                            ASIAN
## 682         TCGA-C8-A1HF FEMALE                            ASIAN
## 683         TCGA-C8-A1HG FEMALE                            ASIAN
## 684         TCGA-C8-A1HI FEMALE                            ASIAN
## 685         TCGA-C8-A1HJ FEMALE                            ASIAN
## 686         TCGA-C8-A1HK FEMALE                            ASIAN
## 687         TCGA-C8-A1HL FEMALE                            ASIAN
## 688         TCGA-C8-A1HM FEMALE                            ASIAN
## 689         TCGA-C8-A1HN FEMALE                            ASIAN
## 690         TCGA-C8-A1HO FEMALE                            ASIAN
## 691         TCGA-C8-A26V FEMALE                            ASIAN
## 692         TCGA-C8-A26W FEMALE                            ASIAN
## 693         TCGA-C8-A26X FEMALE                            ASIAN
## 694         TCGA-C8-A26Y FEMALE                            ASIAN
## 695         TCGA-C8-A26Z FEMALE                            ASIAN
## 696         TCGA-C8-A273 FEMALE                            ASIAN
## 697         TCGA-C8-A274 FEMALE                            ASIAN
## 698         TCGA-C8-A275 FEMALE                            ASIAN
## 699         TCGA-C8-A278 FEMALE                            ASIAN
## 700         TCGA-C8-A27A FEMALE                            ASIAN
## 701         TCGA-C8-A27B FEMALE                            ASIAN
## 702         TCGA-C8-A3M7 FEMALE                            ASIAN
## 703         TCGA-C8-A3M8 FEMALE                            ASIAN
## 704         TCGA-C8-A8HP FEMALE                            ASIAN
## 705         TCGA-C8-A8HQ FEMALE                            ASIAN
## 706         TCGA-C8-A8HR FEMALE                            ASIAN
## 707         TCGA-D8-A13Y FEMALE                            WHITE
## 708         TCGA-D8-A13Z FEMALE                            WHITE
## 709         TCGA-D8-A140 FEMALE                            WHITE
## 710         TCGA-D8-A141 FEMALE                            WHITE
## 711         TCGA-D8-A142 FEMALE                            WHITE
## 712         TCGA-D8-A143 FEMALE                            WHITE
## 713         TCGA-D8-A145 FEMALE                            WHITE
## 714         TCGA-D8-A147 FEMALE                            WHITE
## 715         TCGA-D8-A1J8 FEMALE                            WHITE
## 716         TCGA-D8-A1J9 FEMALE                            WHITE
## 717         TCGA-D8-A1JA FEMALE                            WHITE
## 718         TCGA-D8-A1JB FEMALE                            WHITE
## 719         TCGA-D8-A1JC FEMALE                            WHITE
## 720         TCGA-D8-A1JD FEMALE                            WHITE
## 721         TCGA-D8-A1JE FEMALE                            WHITE
## 722         TCGA-D8-A1JF FEMALE                            WHITE
## 723         TCGA-D8-A1JG FEMALE                            WHITE
## 724         TCGA-D8-A1JH FEMALE                            WHITE
## 725         TCGA-D8-A1JI FEMALE                            WHITE
## 726         TCGA-D8-A1JJ FEMALE                            WHITE
## 727         TCGA-D8-A1JK FEMALE                            WHITE
## 728         TCGA-D8-A1JL FEMALE                            WHITE
## 729         TCGA-D8-A1JM FEMALE                            WHITE
## 730         TCGA-D8-A1JN FEMALE                            WHITE
## 731         TCGA-D8-A1JP FEMALE                            WHITE
## 732         TCGA-D8-A1JS FEMALE                            WHITE
## 733         TCGA-D8-A1JT FEMALE                            WHITE
## 734         TCGA-D8-A1JU FEMALE                            WHITE
## 735         TCGA-D8-A1X5 FEMALE                            WHITE
## 736         TCGA-D8-A1X6 FEMALE                            WHITE
## 737         TCGA-D8-A1X7 FEMALE                            WHITE
## 738         TCGA-D8-A1X8 FEMALE                            WHITE
## 739         TCGA-D8-A1X9 FEMALE                            WHITE
## 740         TCGA-D8-A1XA FEMALE                            WHITE
## 741         TCGA-D8-A1XB FEMALE                            WHITE
## 742         TCGA-D8-A1XC FEMALE                            WHITE
## 743         TCGA-D8-A1XD FEMALE                            WHITE
## 744         TCGA-D8-A1XF FEMALE                            WHITE
## 745         TCGA-D8-A1XG FEMALE                            WHITE
## 746         TCGA-D8-A1XJ FEMALE                            WHITE
## 747         TCGA-D8-A1XK FEMALE                            WHITE
## 748         TCGA-D8-A1XL FEMALE                            WHITE
## 749         TCGA-D8-A1XM FEMALE                            WHITE
## 750         TCGA-D8-A1XO FEMALE                            WHITE
## 751         TCGA-D8-A1XQ FEMALE                            WHITE
## 752         TCGA-D8-A1XR FEMALE                            WHITE
## 753         TCGA-D8-A1XS   MALE                            WHITE
## 754         TCGA-D8-A1XT FEMALE                            WHITE
## 755         TCGA-D8-A1XU FEMALE                            WHITE
## 756         TCGA-D8-A1XV FEMALE                            WHITE
## 757         TCGA-D8-A1XW FEMALE                            WHITE
## 758         TCGA-D8-A1XY FEMALE                            WHITE
## 759         TCGA-D8-A1XZ FEMALE                            WHITE
## 760         TCGA-D8-A1Y0 FEMALE                            WHITE
## 761         TCGA-D8-A1Y1 FEMALE                            WHITE
## 762         TCGA-D8-A1Y2 FEMALE                            WHITE
## 763         TCGA-D8-A1Y3 FEMALE                            WHITE
## 764         TCGA-D8-A27E FEMALE                            WHITE
## 765         TCGA-D8-A27F FEMALE                            WHITE
## 766         TCGA-D8-A27G FEMALE                            WHITE
## 767         TCGA-D8-A27H FEMALE                            WHITE
## 768         TCGA-D8-A27I FEMALE                            WHITE
## 769         TCGA-D8-A27K FEMALE                            WHITE
## 770         TCGA-D8-A27L FEMALE                            WHITE
## 771         TCGA-D8-A27M FEMALE                            WHITE
## 772         TCGA-D8-A27N FEMALE                            WHITE
## 773         TCGA-D8-A27P FEMALE                            WHITE
## 774         TCGA-D8-A27R FEMALE                            WHITE
## 775         TCGA-D8-A27T FEMALE                            WHITE
## 776         TCGA-D8-A27V FEMALE                            WHITE
## 777         TCGA-D8-A27W FEMALE                            WHITE
## 778         TCGA-D8-A3Z5 FEMALE                            WHITE
## 779         TCGA-D8-A3Z6 FEMALE                            WHITE
## 780         TCGA-D8-A4Z1 FEMALE                            WHITE
## 781         TCGA-D8-A73U FEMALE                            WHITE
## 782         TCGA-D8-A73W FEMALE                            WHITE
## 783         TCGA-D8-A73X FEMALE                            WHITE
## 784         TCGA-E2-A105 FEMALE                            WHITE
## 785         TCGA-E2-A106 FEMALE                            ASIAN
## 786         TCGA-E2-A107 FEMALE                            WHITE
## 787         TCGA-E2-A108 FEMALE                            WHITE
## 788         TCGA-E2-A109 FEMALE                            WHITE
## 789         TCGA-E2-A10A FEMALE                            WHITE
## 790         TCGA-E2-A10B FEMALE                            WHITE
## 791         TCGA-E2-A10C FEMALE                            WHITE
## 792         TCGA-E2-A10E FEMALE                            WHITE
## 793         TCGA-E2-A10F FEMALE                            WHITE
## 794         TCGA-E2-A14N FEMALE                            WHITE
## 795         TCGA-E2-A14O FEMALE                            WHITE
## 796         TCGA-E2-A14P FEMALE                            WHITE
## 797         TCGA-E2-A14Q FEMALE                            WHITE
## 798         TCGA-E2-A14R FEMALE                            WHITE
## 799         TCGA-E2-A14S FEMALE                            WHITE
## 800         TCGA-E2-A14T FEMALE                            WHITE
## 801         TCGA-E2-A14U FEMALE                            WHITE
## 802         TCGA-E2-A14V FEMALE                            WHITE
## 803         TCGA-E2-A14W   MALE                            WHITE
## 804         TCGA-E2-A14X FEMALE        BLACK OR AFRICAN AMERICAN
## 805         TCGA-E2-A14Y FEMALE                            WHITE
## 806         TCGA-E2-A14Z FEMALE                            WHITE
## 807         TCGA-E2-A150 FEMALE                            WHITE
## 808         TCGA-E2-A152 FEMALE                            WHITE
## 809         TCGA-E2-A153 FEMALE                            WHITE
## 810         TCGA-E2-A154 FEMALE                            WHITE
## 811         TCGA-E2-A155 FEMALE                            WHITE
## 812         TCGA-E2-A156 FEMALE                            WHITE
## 813         TCGA-E2-A158 FEMALE                            WHITE
## 814         TCGA-E2-A159 FEMALE                            WHITE
## 815         TCGA-E2-A15A FEMALE                            WHITE
## 816         TCGA-E2-A15C FEMALE                            WHITE
## 817         TCGA-E2-A15D FEMALE                            WHITE
## 818         TCGA-E2-A15E FEMALE                            WHITE
## 819         TCGA-E2-A15F FEMALE                            WHITE
## 820         TCGA-E2-A15G FEMALE                            WHITE
## 821         TCGA-E2-A15H FEMALE                            WHITE
## 822         TCGA-E2-A15I FEMALE                            WHITE
## 823         TCGA-E2-A15J FEMALE                            WHITE
## 824         TCGA-E2-A15K FEMALE                            WHITE
## 825         TCGA-E2-A15L FEMALE        BLACK OR AFRICAN AMERICAN
## 826         TCGA-E2-A15M FEMALE                            WHITE
## 827         TCGA-E2-A15O FEMALE        BLACK OR AFRICAN AMERICAN
## 828         TCGA-E2-A15P FEMALE                            WHITE
## 829         TCGA-E2-A15R FEMALE                            WHITE
## 830         TCGA-E2-A15S FEMALE                            WHITE
## 831         TCGA-E2-A15T FEMALE                            WHITE
## 832         TCGA-E2-A1AZ FEMALE                            WHITE
## 833         TCGA-E2-A1B0 FEMALE                            WHITE
## 834         TCGA-E2-A1B1 FEMALE                            WHITE
## 835         TCGA-E2-A1B4 FEMALE                            WHITE
## 836         TCGA-E2-A1B5 FEMALE                            WHITE
## 837         TCGA-E2-A1B6 FEMALE                            WHITE
## 838         TCGA-E2-A1BC FEMALE                  [Not Available]
## 839         TCGA-E2-A1BD FEMALE                            WHITE
## 840         TCGA-E2-A1IE FEMALE                            WHITE
## 841         TCGA-E2-A1IF FEMALE                            WHITE
## 842         TCGA-E2-A1IG FEMALE                            WHITE
## 843         TCGA-E2-A1IH FEMALE                            WHITE
## 844         TCGA-E2-A1II FEMALE                            WHITE
## 845         TCGA-E2-A1IJ FEMALE                            WHITE
## 846         TCGA-E2-A1IK FEMALE                            WHITE
## 847         TCGA-E2-A1IL FEMALE                            WHITE
## 848         TCGA-E2-A1IN FEMALE                            WHITE
## 849         TCGA-E2-A1IO FEMALE                            WHITE
## 850         TCGA-E2-A1IU FEMALE                            WHITE
## 851         TCGA-E2-A1L6 FEMALE                            WHITE
## 852         TCGA-E2-A1L7 FEMALE                            WHITE
## 853         TCGA-E2-A1L8 FEMALE        BLACK OR AFRICAN AMERICAN
## 854         TCGA-E2-A1L9 FEMALE                            WHITE
## 855         TCGA-E2-A1LA FEMALE                  [Not Available]
## 856         TCGA-E2-A1LB FEMALE        BLACK OR AFRICAN AMERICAN
## 857         TCGA-E2-A1LE FEMALE                            WHITE
## 858         TCGA-E2-A1LG FEMALE        BLACK OR AFRICAN AMERICAN
## 859         TCGA-E2-A1LH FEMALE                            WHITE
## 860         TCGA-E2-A1LI FEMALE                            WHITE
## 861         TCGA-E2-A1LK FEMALE        BLACK OR AFRICAN AMERICAN
## 862         TCGA-E2-A1LL FEMALE        BLACK OR AFRICAN AMERICAN
## 863         TCGA-E2-A1LS FEMALE                            WHITE
## 864         TCGA-E2-A2P5 FEMALE        BLACK OR AFRICAN AMERICAN
## 865         TCGA-E2-A2P6 FEMALE                  [Not Available]
## 866         TCGA-E2-A3DX FEMALE                            WHITE
## 867         TCGA-E2-A56Z FEMALE        BLACK OR AFRICAN AMERICAN
## 868         TCGA-E2-A570 FEMALE        BLACK OR AFRICAN AMERICAN
## 869         TCGA-E2-A572 FEMALE        BLACK OR AFRICAN AMERICAN
## 870         TCGA-E2-A573 FEMALE        BLACK OR AFRICAN AMERICAN
## 871         TCGA-E2-A574 FEMALE        BLACK OR AFRICAN AMERICAN
## 872         TCGA-E2-A576 FEMALE        BLACK OR AFRICAN AMERICAN
## 873         TCGA-E2-A9RU FEMALE        BLACK OR AFRICAN AMERICAN
## 874         TCGA-E9-A1N3 FEMALE                            WHITE
## 875         TCGA-E9-A1N4 FEMALE                            WHITE
## 876         TCGA-E9-A1N5 FEMALE                            WHITE
## 877         TCGA-E9-A1N6 FEMALE                            WHITE
## 878         TCGA-E9-A1N8 FEMALE                            WHITE
## 879         TCGA-E9-A1N9 FEMALE                            WHITE
## 880         TCGA-E9-A1NA FEMALE                            WHITE
## 881         TCGA-E9-A1NC FEMALE                            WHITE
## 882         TCGA-E9-A1ND FEMALE                            WHITE
## 883         TCGA-E9-A1NE FEMALE                            WHITE
## 884         TCGA-E9-A1NF FEMALE                            WHITE
## 885         TCGA-E9-A1NG FEMALE                            WHITE
## 886         TCGA-E9-A1NH FEMALE                            WHITE
## 887         TCGA-E9-A1NI FEMALE                            WHITE
## 888         TCGA-E9-A1QZ FEMALE                            WHITE
## 889         TCGA-E9-A1R0 FEMALE                            WHITE
## 890         TCGA-E9-A1R2 FEMALE                            WHITE
## 891         TCGA-E9-A1R3 FEMALE                            WHITE
## 892         TCGA-E9-A1R4 FEMALE                            WHITE
## 893         TCGA-E9-A1R5 FEMALE                            WHITE
## 894         TCGA-E9-A1R6 FEMALE                            WHITE
## 895         TCGA-E9-A1R7 FEMALE                            WHITE
## 896         TCGA-E9-A1RA FEMALE                            WHITE
## 897         TCGA-E9-A1RB FEMALE                            WHITE
## 898         TCGA-E9-A1RC FEMALE                            WHITE
## 899         TCGA-E9-A1RD FEMALE                            WHITE
## 900         TCGA-E9-A1RE FEMALE                            WHITE
## 901         TCGA-E9-A1RF FEMALE                            WHITE
## 902         TCGA-E9-A1RG FEMALE                            WHITE
## 903         TCGA-E9-A1RH FEMALE                            WHITE
## 904         TCGA-E9-A1RI FEMALE                            WHITE
## 905         TCGA-E9-A226 FEMALE                            WHITE
## 906         TCGA-E9-A227 FEMALE                            WHITE
## 907         TCGA-E9-A228 FEMALE                            WHITE
## 908         TCGA-E9-A229 FEMALE                            WHITE
## 909         TCGA-E9-A22A FEMALE                            WHITE
## 910         TCGA-E9-A22B FEMALE                            WHITE
## 911         TCGA-E9-A22D FEMALE                            WHITE
## 912         TCGA-E9-A22E FEMALE                            WHITE
## 913         TCGA-E9-A22G FEMALE                            WHITE
## 914         TCGA-E9-A22H FEMALE                            WHITE
## 915         TCGA-E9-A243 FEMALE                            WHITE
## 916         TCGA-E9-A244 FEMALE                            WHITE
## 917         TCGA-E9-A245 FEMALE                            WHITE
## 918         TCGA-E9-A247 FEMALE                            WHITE
## 919         TCGA-E9-A248 FEMALE                            WHITE
## 920         TCGA-E9-A249 FEMALE                            WHITE
## 921         TCGA-E9-A24A FEMALE                            WHITE
## 922         TCGA-E9-A295 FEMALE                            WHITE
## 923         TCGA-E9-A2JS FEMALE                            WHITE
## 924         TCGA-E9-A2JT FEMALE                            WHITE
## 925         TCGA-E9-A3HO FEMALE                            WHITE
## 926         TCGA-E9-A3Q9 FEMALE                            WHITE
## 927         TCGA-E9-A3QA FEMALE                            WHITE
## 928         TCGA-E9-A3X8 FEMALE                            WHITE
## 929         TCGA-E9-A54X FEMALE                            WHITE
## 930         TCGA-E9-A54Y FEMALE                            WHITE
## 931         TCGA-E9-A5FK FEMALE                            WHITE
## 932         TCGA-E9-A5FL FEMALE                            WHITE
## 933         TCGA-E9-A5UO FEMALE                            WHITE
## 934         TCGA-E9-A5UP FEMALE                            WHITE
## 935         TCGA-E9-A6HE FEMALE                            WHITE
## 936         TCGA-EW-A1IW FEMALE                            WHITE
## 937         TCGA-EW-A1IX FEMALE                            ASIAN
## 938         TCGA-EW-A1IY FEMALE                            ASIAN
## 939         TCGA-EW-A1IZ FEMALE                            WHITE
## 940         TCGA-EW-A1J1 FEMALE                            WHITE
## 941         TCGA-EW-A1J2 FEMALE        BLACK OR AFRICAN AMERICAN
## 942         TCGA-EW-A1J3 FEMALE                            WHITE
## 943         TCGA-EW-A1J5 FEMALE                            WHITE
## 944         TCGA-EW-A1J6 FEMALE                            WHITE
## 945         TCGA-EW-A1OV FEMALE                            WHITE
## 946         TCGA-EW-A1OW FEMALE        BLACK OR AFRICAN AMERICAN
## 947         TCGA-EW-A1OX FEMALE                            WHITE
## 948         TCGA-EW-A1OY FEMALE                            WHITE
## 949         TCGA-EW-A1OZ FEMALE        BLACK OR AFRICAN AMERICAN
## 950         TCGA-EW-A1P0 FEMALE                            WHITE
## 951         TCGA-EW-A1P1 FEMALE                            WHITE
## 952         TCGA-EW-A1P3 FEMALE                            WHITE
## 953         TCGA-EW-A1P4 FEMALE                            WHITE
## 954         TCGA-EW-A1P5 FEMALE                            WHITE
## 955         TCGA-EW-A1P6 FEMALE                            WHITE
## 956         TCGA-EW-A1P7 FEMALE                            WHITE
## 957         TCGA-EW-A1P8 FEMALE                            WHITE
## 958         TCGA-EW-A1PA FEMALE                            WHITE
## 959         TCGA-EW-A1PB FEMALE        BLACK OR AFRICAN AMERICAN
## 960         TCGA-EW-A1PC FEMALE        BLACK OR AFRICAN AMERICAN
## 961         TCGA-EW-A1PD   MALE                            WHITE
## 962         TCGA-EW-A1PE FEMALE                            WHITE
## 963         TCGA-EW-A1PF FEMALE                            WHITE
## 964         TCGA-EW-A1PG FEMALE                            WHITE
## 965         TCGA-EW-A1PH FEMALE                            WHITE
## 966         TCGA-EW-A2FR FEMALE        BLACK OR AFRICAN AMERICAN
## 967         TCGA-EW-A2FS FEMALE        BLACK OR AFRICAN AMERICAN
## 968         TCGA-EW-A2FV FEMALE                            WHITE
## 969         TCGA-EW-A2FW FEMALE                            WHITE
## 970         TCGA-EW-A3E8 FEMALE                            WHITE
## 971         TCGA-EW-A3U0 FEMALE        BLACK OR AFRICAN AMERICAN
## 972         TCGA-EW-A423 FEMALE                            WHITE
## 973         TCGA-EW-A424 FEMALE                            WHITE
## 974         TCGA-EW-A6S9 FEMALE        BLACK OR AFRICAN AMERICAN
## 975         TCGA-EW-A6SA   MALE        BLACK OR AFRICAN AMERICAN
## 976         TCGA-EW-A6SB FEMALE        BLACK OR AFRICAN AMERICAN
## 977         TCGA-EW-A6SC FEMALE        BLACK OR AFRICAN AMERICAN
## 978         TCGA-EW-A6SD FEMALE        BLACK OR AFRICAN AMERICAN
## 979         TCGA-GI-A2C8 FEMALE                            WHITE
## 980         TCGA-GI-A2C9 FEMALE        BLACK OR AFRICAN AMERICAN
## 981         TCGA-GM-A2D9 FEMALE                            WHITE
## 982         TCGA-GM-A2DA FEMALE                            WHITE
## 983         TCGA-GM-A2DB FEMALE                            WHITE
## 984         TCGA-GM-A2DC FEMALE                            WHITE
## 985         TCGA-GM-A2DD FEMALE                            WHITE
## 986         TCGA-GM-A2DF FEMALE        BLACK OR AFRICAN AMERICAN
## 987         TCGA-GM-A2DH FEMALE                            WHITE
## 988         TCGA-GM-A2DI FEMALE                            WHITE
## 989         TCGA-GM-A2DK FEMALE                            WHITE
## 990         TCGA-GM-A2DL FEMALE                            WHITE
## 991         TCGA-GM-A2DM FEMALE                            WHITE
## 992         TCGA-GM-A2DN FEMALE                            WHITE
## 993         TCGA-GM-A2DO FEMALE        BLACK OR AFRICAN AMERICAN
## 994         TCGA-GM-A3NW FEMALE                            WHITE
## 995         TCGA-GM-A3NY FEMALE                            WHITE
## 996         TCGA-GM-A3XG FEMALE                            WHITE
## 997         TCGA-GM-A3XL FEMALE        BLACK OR AFRICAN AMERICAN
## 998         TCGA-GM-A3XN FEMALE                            WHITE
## 999         TCGA-GM-A4E0 FEMALE                            WHITE
## 1000        TCGA-GM-A5PV FEMALE                            WHITE
## 1001        TCGA-GM-A5PX FEMALE                            WHITE
## 1002        TCGA-HN-A2NL FEMALE                  [Not Evaluated]
## 1003        TCGA-HN-A2OB FEMALE                  [Not Evaluated]
## 1004        TCGA-JL-A3YW FEMALE                            ASIAN
## 1005        TCGA-JL-A3YX FEMALE                            ASIAN
## 1006        TCGA-LD-A66U FEMALE                            WHITE
## 1007        TCGA-LD-A74U FEMALE                            WHITE
## 1008        TCGA-LD-A7W5 FEMALE        BLACK OR AFRICAN AMERICAN
## 1009        TCGA-LD-A7W6 FEMALE                            WHITE
## 1010        TCGA-LD-A9QF FEMALE        BLACK OR AFRICAN AMERICAN
## 1011        TCGA-LL-A440 FEMALE                            WHITE
## 1012        TCGA-LL-A441 FEMALE        BLACK OR AFRICAN AMERICAN
## 1013        TCGA-LL-A442 FEMALE        BLACK OR AFRICAN AMERICAN
## 1014        TCGA-LL-A50Y FEMALE                            WHITE
## 1015        TCGA-LL-A5YL FEMALE                            WHITE
## 1016        TCGA-LL-A5YM FEMALE        BLACK OR AFRICAN AMERICAN
## 1017        TCGA-LL-A5YN FEMALE        BLACK OR AFRICAN AMERICAN
## 1018        TCGA-LL-A5YO FEMALE        BLACK OR AFRICAN AMERICAN
## 1019        TCGA-LL-A5YP FEMALE        BLACK OR AFRICAN AMERICAN
## 1020        TCGA-LL-A6FP FEMALE                            WHITE
## 1021        TCGA-LL-A6FQ FEMALE        BLACK OR AFRICAN AMERICAN
## 1022        TCGA-LL-A6FR FEMALE        BLACK OR AFRICAN AMERICAN
## 1023        TCGA-LL-A73Y FEMALE        BLACK OR AFRICAN AMERICAN
## 1024        TCGA-LL-A73Z FEMALE        BLACK OR AFRICAN AMERICAN
## 1025        TCGA-LL-A740 FEMALE        BLACK OR AFRICAN AMERICAN
## 1026        TCGA-LL-A7SZ FEMALE        BLACK OR AFRICAN AMERICAN
## 1027        TCGA-LL-A7T0 FEMALE        BLACK OR AFRICAN AMERICAN
## 1028        TCGA-LL-A8F5 FEMALE        BLACK OR AFRICAN AMERICAN
## 1029        TCGA-LL-A9Q3 FEMALE                            WHITE
## 1030        TCGA-LQ-A4E4 FEMALE                            WHITE
## 1031        TCGA-MS-A51U FEMALE                            WHITE
## 1032        TCGA-OK-A5Q2 FEMALE                  [Not Evaluated]
## 1033        TCGA-OL-A5D6 FEMALE        BLACK OR AFRICAN AMERICAN
## 1034        TCGA-OL-A5D7 FEMALE        BLACK OR AFRICAN AMERICAN
## 1035        TCGA-OL-A5D8 FEMALE        BLACK OR AFRICAN AMERICAN
## 1036        TCGA-OL-A5DA FEMALE                            WHITE
## 1037        TCGA-OL-A5RU FEMALE        BLACK OR AFRICAN AMERICAN
## 1038        TCGA-OL-A5RV FEMALE        BLACK OR AFRICAN AMERICAN
## 1039        TCGA-OL-A5RW FEMALE        BLACK OR AFRICAN AMERICAN
## 1040        TCGA-OL-A5RX FEMALE        BLACK OR AFRICAN AMERICAN
## 1041        TCGA-OL-A5RY FEMALE        BLACK OR AFRICAN AMERICAN
## 1042        TCGA-OL-A5RZ FEMALE        BLACK OR AFRICAN AMERICAN
## 1043        TCGA-OL-A5S0 FEMALE        BLACK OR AFRICAN AMERICAN
## 1044        TCGA-OL-A66H FEMALE        BLACK OR AFRICAN AMERICAN
## 1045        TCGA-OL-A66I FEMALE        BLACK OR AFRICAN AMERICAN
## 1046        TCGA-OL-A66J FEMALE                            WHITE
## 1047        TCGA-OL-A66K FEMALE                            WHITE
## 1048        TCGA-OL-A66L FEMALE        BLACK OR AFRICAN AMERICAN
## 1049        TCGA-OL-A66N FEMALE                            WHITE
## 1050        TCGA-OL-A66O FEMALE        BLACK OR AFRICAN AMERICAN
## 1051        TCGA-OL-A66P FEMALE        BLACK OR AFRICAN AMERICAN
## 1052        TCGA-OL-A6VO FEMALE        BLACK OR AFRICAN AMERICAN
## 1053        TCGA-OL-A6VQ FEMALE                            WHITE
## 1054        TCGA-OL-A6VR FEMALE        BLACK OR AFRICAN AMERICAN
## 1055        TCGA-OL-A97C FEMALE        BLACK OR AFRICAN AMERICAN
## 1056        TCGA-PE-A5DC FEMALE                            WHITE
## 1057        TCGA-PE-A5DD FEMALE                            ASIAN
## 1058        TCGA-PE-A5DE FEMALE                            WHITE
## 1059        TCGA-PL-A8LV FEMALE        BLACK OR AFRICAN AMERICAN
## 1060        TCGA-PL-A8LX FEMALE        BLACK OR AFRICAN AMERICAN
## 1061        TCGA-PL-A8LY FEMALE        BLACK OR AFRICAN AMERICAN
## 1062        TCGA-PL-A8LZ FEMALE        BLACK OR AFRICAN AMERICAN
## 1063        TCGA-S3-A6ZF FEMALE        BLACK OR AFRICAN AMERICAN
## 1064        TCGA-S3-A6ZG FEMALE        BLACK OR AFRICAN AMERICAN
## 1065        TCGA-S3-A6ZH FEMALE        BLACK OR AFRICAN AMERICAN
## 1066        TCGA-S3-AA0Z FEMALE        BLACK OR AFRICAN AMERICAN
## 1067        TCGA-S3-AA10 FEMALE        BLACK OR AFRICAN AMERICAN
## 1068        TCGA-S3-AA11 FEMALE        BLACK OR AFRICAN AMERICAN
## 1069        TCGA-S3-AA12 FEMALE        BLACK OR AFRICAN AMERICAN
## 1070        TCGA-S3-AA14 FEMALE        BLACK OR AFRICAN AMERICAN
## 1071        TCGA-S3-AA15 FEMALE        BLACK OR AFRICAN AMERICAN
## 1072        TCGA-S3-AA17 FEMALE        BLACK OR AFRICAN AMERICAN
## 1073        TCGA-UL-AAZ6 FEMALE        BLACK OR AFRICAN AMERICAN
## 1074        TCGA-UU-A93S FEMALE        BLACK OR AFRICAN AMERICAN
## 1075        TCGA-V7-A7HQ FEMALE        BLACK OR AFRICAN AMERICAN
## 1076        TCGA-W8-A86G FEMALE                            WHITE
## 1077        TCGA-WT-AB41 FEMALE        BLACK OR AFRICAN AMERICAN
## 1078        TCGA-WT-AB44 FEMALE                            WHITE
## 1079        TCGA-XX-A899 FEMALE                            WHITE
## 1080        TCGA-XX-A89A FEMALE                            WHITE
## 1081        TCGA-Z7-A8R5 FEMALE                            WHITE
## 1082        TCGA-Z7-A8R6 FEMALE                            WHITE
##                   ethnicity age_at_diagnosis
## 1    NOT HISPANIC OR LATINO               55
## 2    NOT HISPANIC OR LATINO               50
## 3    NOT HISPANIC OR LATINO               62
## 4    NOT HISPANIC OR LATINO               52
## 5    NOT HISPANIC OR LATINO               50
## 6        HISPANIC OR LATINO               42
## 7    NOT HISPANIC OR LATINO               52
## 8    NOT HISPANIC OR LATINO               70
## 9    NOT HISPANIC OR LATINO               59
## 10   NOT HISPANIC OR LATINO               56
## 11   NOT HISPANIC OR LATINO               54
## 12   NOT HISPANIC OR LATINO               61
## 13   NOT HISPANIC OR LATINO               39
## 14   NOT HISPANIC OR LATINO               52
## 15   NOT HISPANIC OR LATINO               39
## 16   NOT HISPANIC OR LATINO               54
## 17   NOT HISPANIC OR LATINO               77
## 18   NOT HISPANIC OR LATINO               50
## 19   NOT HISPANIC OR LATINO               67
## 20   NOT HISPANIC OR LATINO               40
## 21   NOT HISPANIC OR LATINO               45
## 22       HISPANIC OR LATINO               66
## 23          [Not Available]               36
## 24          [Not Available]               48
## 25   NOT HISPANIC OR LATINO               36
## 26          [Not Available]               62
## 27   NOT HISPANIC OR LATINO               47
## 28   NOT HISPANIC OR LATINO               39
## 29   NOT HISPANIC OR LATINO               50
## 30          [Not Available]               34
## 31          [Not Available]               53
## 32   NOT HISPANIC OR LATINO               60
## 33   NOT HISPANIC OR LATINO               37
## 34   NOT HISPANIC OR LATINO               40
## 35   NOT HISPANIC OR LATINO               85
## 36   NOT HISPANIC OR LATINO               60
## 37   NOT HISPANIC OR LATINO               62
## 38   NOT HISPANIC OR LATINO               54
## 39   NOT HISPANIC OR LATINO               73
## 40   NOT HISPANIC OR LATINO               71
## 41   NOT HISPANIC OR LATINO               73
## 42   NOT HISPANIC OR LATINO               41
## 43   NOT HISPANIC OR LATINO               67
## 44   NOT HISPANIC OR LATINO               52
## 45   NOT HISPANIC OR LATINO               63
## 46   NOT HISPANIC OR LATINO               46
## 47   NOT HISPANIC OR LATINO               60
## 48   NOT HISPANIC OR LATINO               76
## 49   NOT HISPANIC OR LATINO               45
## 50   NOT HISPANIC OR LATINO               42
## 51   NOT HISPANIC OR LATINO               37
## 52   NOT HISPANIC OR LATINO               73
## 53   NOT HISPANIC OR LATINO               70
## 54   NOT HISPANIC OR LATINO               54
## 55   NOT HISPANIC OR LATINO               56
## 56   NOT HISPANIC OR LATINO               64
## 57   NOT HISPANIC OR LATINO               63
## 58   NOT HISPANIC OR LATINO               52
## 59   NOT HISPANIC OR LATINO               58
## 60   NOT HISPANIC OR LATINO               79
## 61   NOT HISPANIC OR LATINO               80
## 62   NOT HISPANIC OR LATINO               53
## 63   NOT HISPANIC OR LATINO               46
## 64   NOT HISPANIC OR LATINO               62
## 65   NOT HISPANIC OR LATINO               62
## 66   NOT HISPANIC OR LATINO               66
## 67   NOT HISPANIC OR LATINO               63
## 68   NOT HISPANIC OR LATINO               82
## 69   NOT HISPANIC OR LATINO               48
## 70   NOT HISPANIC OR LATINO               62
## 71   NOT HISPANIC OR LATINO               59
## 72   NOT HISPANIC OR LATINO               55
## 73   NOT HISPANIC OR LATINO               66
## 74   NOT HISPANIC OR LATINO               37
## 75   NOT HISPANIC OR LATINO               62
## 76   NOT HISPANIC OR LATINO               39
## 77   NOT HISPANIC OR LATINO               50
## 78   NOT HISPANIC OR LATINO               51
## 79   NOT HISPANIC OR LATINO               59
## 80   NOT HISPANIC OR LATINO               63
## 81   NOT HISPANIC OR LATINO               48
## 82   NOT HISPANIC OR LATINO               67
## 83   NOT HISPANIC OR LATINO               63
## 84   NOT HISPANIC OR LATINO               53
## 85   NOT HISPANIC OR LATINO               62
## 86   NOT HISPANIC OR LATINO               39
## 87   NOT HISPANIC OR LATINO               61
## 88   NOT HISPANIC OR LATINO               48
## 89   NOT HISPANIC OR LATINO               67
## 90   NOT HISPANIC OR LATINO               56
## 91   NOT HISPANIC OR LATINO               74
## 92   NOT HISPANIC OR LATINO               62
## 93   NOT HISPANIC OR LATINO               61
## 94   NOT HISPANIC OR LATINO               63
## 95   NOT HISPANIC OR LATINO               49
## 96   NOT HISPANIC OR LATINO               85
## 97   NOT HISPANIC OR LATINO               71
## 98   NOT HISPANIC OR LATINO               50
## 99   NOT HISPANIC OR LATINO               70
## 100  NOT HISPANIC OR LATINO               44
## 101  NOT HISPANIC OR LATINO               39
## 102  NOT HISPANIC OR LATINO               50
## 103  NOT HISPANIC OR LATINO               90
## 104  NOT HISPANIC OR LATINO               34
## 105  NOT HISPANIC OR LATINO               66
## 106  NOT HISPANIC OR LATINO               55
## 107  NOT HISPANIC OR LATINO               47
## 108  NOT HISPANIC OR LATINO               62
## 109  NOT HISPANIC OR LATINO               45
## 110  NOT HISPANIC OR LATINO               35
## 111  NOT HISPANIC OR LATINO               46
## 112  NOT HISPANIC OR LATINO               42
## 113  NOT HISPANIC OR LATINO               49
## 114  NOT HISPANIC OR LATINO               49
## 115  NOT HISPANIC OR LATINO               46
## 116  NOT HISPANIC OR LATINO               57
## 117  NOT HISPANIC OR LATINO               49
## 118  NOT HISPANIC OR LATINO               67
## 119  NOT HISPANIC OR LATINO               46
## 120  NOT HISPANIC OR LATINO               77
## 121  NOT HISPANIC OR LATINO               66
## 122  NOT HISPANIC OR LATINO               62
## 123  NOT HISPANIC OR LATINO               59
## 124  NOT HISPANIC OR LATINO               66
## 125  NOT HISPANIC OR LATINO               57
## 126  NOT HISPANIC OR LATINO               78
## 127  NOT HISPANIC OR LATINO               79
## 128  NOT HISPANIC OR LATINO               57
## 129  NOT HISPANIC OR LATINO               37
## 130  NOT HISPANIC OR LATINO               62
## 131  NOT HISPANIC OR LATINO               56
## 132  NOT HISPANIC OR LATINO               46
## 133  NOT HISPANIC OR LATINO               62
## 134  NOT HISPANIC OR LATINO               44
## 135  NOT HISPANIC OR LATINO               79
## 136  NOT HISPANIC OR LATINO               61
## 137  NOT HISPANIC OR LATINO               71
## 138  NOT HISPANIC OR LATINO               55
## 139  NOT HISPANIC OR LATINO               50
## 140  NOT HISPANIC OR LATINO               72
## 141  NOT HISPANIC OR LATINO               65
## 142  NOT HISPANIC OR LATINO               49
## 143  NOT HISPANIC OR LATINO               53
## 144  NOT HISPANIC OR LATINO               71
## 145  NOT HISPANIC OR LATINO               62
## 146  NOT HISPANIC OR LATINO               62
## 147  NOT HISPANIC OR LATINO               63
## 148  NOT HISPANIC OR LATINO               79
## 149  NOT HISPANIC OR LATINO               70
## 150  NOT HISPANIC OR LATINO               50
## 151  NOT HISPANIC OR LATINO               40
## 152  NOT HISPANIC OR LATINO               56
## 153  NOT HISPANIC OR LATINO               62
## 154  NOT HISPANIC OR LATINO               52
## 155  NOT HISPANIC OR LATINO               54
## 156  NOT HISPANIC OR LATINO               54
## 157  NOT HISPANIC OR LATINO               84
## 158  NOT HISPANIC OR LATINO               62
## 159  NOT HISPANIC OR LATINO               47
## 160  NOT HISPANIC OR LATINO               48
## 161  NOT HISPANIC OR LATINO               51
## 162  NOT HISPANIC OR LATINO               48
## 163  NOT HISPANIC OR LATINO               68
## 164  NOT HISPANIC OR LATINO               48
## 165         [Not Available]               66
## 166         [Not Available]               60
## 167         [Not Available]               63
## 168         [Not Available]               63
## 169         [Not Available]               69
## 170         [Not Available]               75
## 171         [Not Available]               80
## 172         [Not Available]               77
## 173         [Not Available]               66
## 174         [Not Available]               84
## 175         [Not Available]               42
## 176         [Not Available]               66
## 177         [Not Available]               69
## 178         [Not Available]               69
## 179         [Not Available]               57
## 180         [Not Available]               81
## 181         [Not Available]               65
## 182         [Not Available]               65
## 183         [Not Available]               69
## 184         [Not Available]               35
## 185         [Not Available]               58
## 186         [Not Available]               51
## 187         [Not Available]               68
## 188         [Not Available]               80
## 189         [Not Available]               73
## 190         [Not Available]               66
## 191         [Not Available]               76
## 192         [Not Available]               85
## 193         [Not Available]               80
## 194         [Not Available]               58
## 195         [Not Available]               67
## 196         [Not Available]               44
## 197         [Not Available]               59
## 198         [Not Available]               89
## 199         [Not Available]               52
## 200         [Not Available]               65
## 201         [Not Available]               41
## 202         [Not Available]               66
## 203         [Not Available]               53
## 204         [Not Available]               52
## 205         [Not Available]               89
## 206         [Not Available]               45
## 207         [Not Available]               70
## 208         [Not Available]               52
## 209         [Not Available]               64
## 210         [Not Available]               43
## 211         [Not Available]               76
## 212         [Not Available]               74
## 213         [Not Available]               61
## 214         [Not Available]               48
## 215         [Not Available]               61
## 216         [Not Available]               75
## 217         [Not Available]               45
## 218         [Not Available]               73
## 219         [Not Available]               65
## 220         [Not Available]               76
## 221         [Not Available]               40
## 222         [Not Available]               58
## 223         [Not Available]               69
## 224         [Not Available]               47
## 225         [Not Available]               79
## 226         [Not Available]               84
## 227         [Not Available]               75
## 228         [Not Available]               57
## 229         [Not Available]               83
## 230         [Not Available]               82
## 231         [Not Available]               68
## 232         [Not Available]               51
## 233         [Not Available]               70
## 234         [Not Available]               62
## 235         [Not Available]               83
## 236         [Not Available]               84
## 237         [Not Available]               66
## 238         [Not Available]               73
## 239         [Not Available]               64
## 240         [Not Available]               57
## 241         [Not Available]               80
## 242         [Not Available]               54
## 243         [Not Available]               83
## 244         [Not Available]               62
## 245         [Not Available]               50
## 246         [Not Available]               76
## 247  NOT HISPANIC OR LATINO               90
## 248  NOT HISPANIC OR LATINO               84
## 249         [Not Available]               78
## 250         [Not Available]               41
## 251  NOT HISPANIC OR LATINO               65
## 252  NOT HISPANIC OR LATINO               62
## 253  NOT HISPANIC OR LATINO               40
## 254         [Not Available]               79
## 255      HISPANIC OR LATINO               45
## 256  NOT HISPANIC OR LATINO               87
## 257  NOT HISPANIC OR LATINO               65
## 258  NOT HISPANIC OR LATINO               58
## 259  NOT HISPANIC OR LATINO               76
## 260      HISPANIC OR LATINO               48
## 261  NOT HISPANIC OR LATINO               46
## 262  NOT HISPANIC OR LATINO               79
## 263  NOT HISPANIC OR LATINO               87
## 264  NOT HISPANIC OR LATINO               68
## 265  NOT HISPANIC OR LATINO               79
## 266  NOT HISPANIC OR LATINO               54
## 267  NOT HISPANIC OR LATINO               50
## 268  NOT HISPANIC OR LATINO               75
## 269  NOT HISPANIC OR LATINO               65
## 270  NOT HISPANIC OR LATINO               90
## 271  NOT HISPANIC OR LATINO               66
## 272  NOT HISPANIC OR LATINO               74
## 273  NOT HISPANIC OR LATINO               66
## 274  NOT HISPANIC OR LATINO               63
## 275  NOT HISPANIC OR LATINO               76
## 276  NOT HISPANIC OR LATINO               74
## 277  NOT HISPANIC OR LATINO               74
## 278  NOT HISPANIC OR LATINO               58
## 279  NOT HISPANIC OR LATINO               72
## 280  NOT HISPANIC OR LATINO               79
## 281  NOT HISPANIC OR LATINO               47
## 282  NOT HISPANIC OR LATINO               73
## 283  NOT HISPANIC OR LATINO               49
## 284  NOT HISPANIC OR LATINO               43
## 285  NOT HISPANIC OR LATINO               51
## 286  NOT HISPANIC OR LATINO               56
## 287  NOT HISPANIC OR LATINO               72
## 288  NOT HISPANIC OR LATINO               72
## 289  NOT HISPANIC OR LATINO               75
## 290  NOT HISPANIC OR LATINO               71
## 291  NOT HISPANIC OR LATINO               74
## 292  NOT HISPANIC OR LATINO               66
## 293  NOT HISPANIC OR LATINO               29
## 294  NOT HISPANIC OR LATINO               68
## 295  NOT HISPANIC OR LATINO               62
## 296  NOT HISPANIC OR LATINO               36
## 297  NOT HISPANIC OR LATINO               51
## 298  NOT HISPANIC OR LATINO               58
## 299  NOT HISPANIC OR LATINO               79
## 300  NOT HISPANIC OR LATINO               76
## 301  NOT HISPANIC OR LATINO               41
## 302  NOT HISPANIC OR LATINO               56
## 303  NOT HISPANIC OR LATINO               55
## 304  NOT HISPANIC OR LATINO               70
## 305  NOT HISPANIC OR LATINO               62
## 306  NOT HISPANIC OR LATINO               71
## 307  NOT HISPANIC OR LATINO               32
## 308  NOT HISPANIC OR LATINO               59
## 309  NOT HISPANIC OR LATINO               88
## 310  NOT HISPANIC OR LATINO               62
## 311  NOT HISPANIC OR LATINO               61
## 312  NOT HISPANIC OR LATINO               55
## 313  NOT HISPANIC OR LATINO               63
## 314  NOT HISPANIC OR LATINO               58
## 315  NOT HISPANIC OR LATINO               67
## 316  NOT HISPANIC OR LATINO               52
## 317  NOT HISPANIC OR LATINO               55
## 318  NOT HISPANIC OR LATINO               45
## 319  NOT HISPANIC OR LATINO               56
## 320  NOT HISPANIC OR LATINO               61
## 321  NOT HISPANIC OR LATINO               68
## 322  NOT HISPANIC OR LATINO               59
## 323  NOT HISPANIC OR LATINO               69
## 324  NOT HISPANIC OR LATINO               55
## 325  NOT HISPANIC OR LATINO               63
## 326  NOT HISPANIC OR LATINO               54
## 327  NOT HISPANIC OR LATINO               54
## 328  NOT HISPANIC OR LATINO               67
## 329  NOT HISPANIC OR LATINO               36
## 330  NOT HISPANIC OR LATINO               34
## 331  NOT HISPANIC OR LATINO               29
## 332  NOT HISPANIC OR LATINO               59
## 333  NOT HISPANIC OR LATINO               69
## 334  NOT HISPANIC OR LATINO               54
## 335  NOT HISPANIC OR LATINO               57
## 336  NOT HISPANIC OR LATINO               42
## 337  NOT HISPANIC OR LATINO               31
## 338  NOT HISPANIC OR LATINO               41
## 339  NOT HISPANIC OR LATINO               41
## 340  NOT HISPANIC OR LATINO               67
## 341  NOT HISPANIC OR LATINO               41
## 342  NOT HISPANIC OR LATINO               48
## 343  NOT HISPANIC OR LATINO               61
## 344  NOT HISPANIC OR LATINO               71
## 345  NOT HISPANIC OR LATINO               61
## 346  NOT HISPANIC OR LATINO               61
## 347  NOT HISPANIC OR LATINO               36
## 348  NOT HISPANIC OR LATINO               50
## 349  NOT HISPANIC OR LATINO               64
## 350  NOT HISPANIC OR LATINO               59
## 351  NOT HISPANIC OR LATINO               53
## 352  NOT HISPANIC OR LATINO               68
## 353  NOT HISPANIC OR LATINO               49
## 354  NOT HISPANIC OR LATINO               56
## 355  NOT HISPANIC OR LATINO               54
## 356  NOT HISPANIC OR LATINO               59
## 357      HISPANIC OR LATINO               40
## 358  NOT HISPANIC OR LATINO               38
## 359  NOT HISPANIC OR LATINO               72
## 360  NOT HISPANIC OR LATINO               39
## 361  NOT HISPANIC OR LATINO               61
## 362  NOT HISPANIC OR LATINO               29
## 363  NOT HISPANIC OR LATINO               47
## 364      HISPANIC OR LATINO               63
## 365  NOT HISPANIC OR LATINO               42
## 366  NOT HISPANIC OR LATINO               43
## 367  NOT HISPANIC OR LATINO               51
## 368  NOT HISPANIC OR LATINO               36
## 369  NOT HISPANIC OR LATINO               75
## 370  NOT HISPANIC OR LATINO               69
## 371  NOT HISPANIC OR LATINO               46
## 372  NOT HISPANIC OR LATINO               77
## 373  NOT HISPANIC OR LATINO               84
## 374  NOT HISPANIC OR LATINO               51
## 375  NOT HISPANIC OR LATINO               69
## 376  NOT HISPANIC OR LATINO               78
## 377  NOT HISPANIC OR LATINO               61
## 378  NOT HISPANIC OR LATINO               45
## 379  NOT HISPANIC OR LATINO               48
## 380  NOT HISPANIC OR LATINO               70
## 381  NOT HISPANIC OR LATINO               84
## 382  NOT HISPANIC OR LATINO               49
## 383      HISPANIC OR LATINO               51
## 384  NOT HISPANIC OR LATINO               51
## 385  NOT HISPANIC OR LATINO               55
## 386  NOT HISPANIC OR LATINO               43
## 387  NOT HISPANIC OR LATINO               27
## 388  NOT HISPANIC OR LATINO               68
## 389  NOT HISPANIC OR LATINO               46
## 390         [Not Available]               53
## 391         [Not Available]               35
## 392         [Not Available]               66
## 393  NOT HISPANIC OR LATINO               50
## 394         [Not Available]               64
## 395  NOT HISPANIC OR LATINO               54
## 396  NOT HISPANIC OR LATINO               43
## 397         [Not Available]               73
## 398  NOT HISPANIC OR LATINO               47
## 399      HISPANIC OR LATINO               59
## 400  NOT HISPANIC OR LATINO               54
## 401  NOT HISPANIC OR LATINO               51
## 402  NOT HISPANIC OR LATINO               47
## 403  NOT HISPANIC OR LATINO               83
## 404  NOT HISPANIC OR LATINO               70
## 405  NOT HISPANIC OR LATINO               60
## 406  NOT HISPANIC OR LATINO               52
## 407      HISPANIC OR LATINO               46
## 408  NOT HISPANIC OR LATINO               47
## 409  NOT HISPANIC OR LATINO               80
## 410  NOT HISPANIC OR LATINO               49
## 411  NOT HISPANIC OR LATINO               50
## 412         [Not Available]               54
## 413  NOT HISPANIC OR LATINO               62
## 414  NOT HISPANIC OR LATINO               39
## 415      HISPANIC OR LATINO               68
## 416  NOT HISPANIC OR LATINO               65
## 417  NOT HISPANIC OR LATINO               64
## 418  NOT HISPANIC OR LATINO               65
## 419  NOT HISPANIC OR LATINO               65
## 420         [Not Available]               46
## 421  NOT HISPANIC OR LATINO               26
## 422  NOT HISPANIC OR LATINO               38
## 423  NOT HISPANIC OR LATINO               54
## 424  NOT HISPANIC OR LATINO               43
## 425  NOT HISPANIC OR LATINO               47
## 426         [Not Available]               49
## 427  NOT HISPANIC OR LATINO               45
## 428  NOT HISPANIC OR LATINO               61
## 429  NOT HISPANIC OR LATINO               46
## 430  NOT HISPANIC OR LATINO               47
## 431  NOT HISPANIC OR LATINO               52
## 432         [Not Available]               55
## 433         [Not Available]               52
## 434         [Not Available]               57
## 435  NOT HISPANIC OR LATINO               58
## 436  NOT HISPANIC OR LATINO               51
## 437  NOT HISPANIC OR LATINO               50
## 438  NOT HISPANIC OR LATINO               50
## 439  NOT HISPANIC OR LATINO               62
## 440         [Not Available]               45
## 441  NOT HISPANIC OR LATINO               69
## 442  NOT HISPANIC OR LATINO               55
## 443  NOT HISPANIC OR LATINO               40
## 444  NOT HISPANIC OR LATINO               62
## 445  NOT HISPANIC OR LATINO               49
## 446  NOT HISPANIC OR LATINO               65
## 447  NOT HISPANIC OR LATINO               46
## 448  NOT HISPANIC OR LATINO               59
## 449  NOT HISPANIC OR LATINO               62
## 450  NOT HISPANIC OR LATINO               68
## 451  NOT HISPANIC OR LATINO               54
## 452  NOT HISPANIC OR LATINO               68
## 453  NOT HISPANIC OR LATINO               73
## 454  NOT HISPANIC OR LATINO               45
## 455  NOT HISPANIC OR LATINO               49
## 456  NOT HISPANIC OR LATINO               49
## 457  NOT HISPANIC OR LATINO               46
## 458  NOT HISPANIC OR LATINO               62
## 459  NOT HISPANIC OR LATINO               51
## 460  NOT HISPANIC OR LATINO               64
## 461  NOT HISPANIC OR LATINO               90
## 462  NOT HISPANIC OR LATINO               38
## 463  NOT HISPANIC OR LATINO               50
## 464  NOT HISPANIC OR LATINO               81
## 465  NOT HISPANIC OR LATINO               42
## 466  NOT HISPANIC OR LATINO               63
## 467  NOT HISPANIC OR LATINO               75
## 468  NOT HISPANIC OR LATINO               45
## 469  NOT HISPANIC OR LATINO               66
## 470  NOT HISPANIC OR LATINO               74
## 471  NOT HISPANIC OR LATINO               40
## 472  NOT HISPANIC OR LATINO               61
## 473  NOT HISPANIC OR LATINO               26
## 474  NOT HISPANIC OR LATINO               51
## 475  NOT HISPANIC OR LATINO               44
## 476  NOT HISPANIC OR LATINO               60
## 477  NOT HISPANIC OR LATINO               57
## 478  NOT HISPANIC OR LATINO               60
## 479  NOT HISPANIC OR LATINO               71
## 480  NOT HISPANIC OR LATINO               73
## 481  NOT HISPANIC OR LATINO               68
## 482  NOT HISPANIC OR LATINO               38
## 483  NOT HISPANIC OR LATINO               39
## 484  NOT HISPANIC OR LATINO               40
## 485  NOT HISPANIC OR LATINO               42
## 486  NOT HISPANIC OR LATINO               58
## 487  NOT HISPANIC OR LATINO               61
## 488  NOT HISPANIC OR LATINO               67
## 489  NOT HISPANIC OR LATINO               58
## 490  NOT HISPANIC OR LATINO               40
## 491  NOT HISPANIC OR LATINO               40
## 492  NOT HISPANIC OR LATINO               50
## 493  NOT HISPANIC OR LATINO               54
## 494  NOT HISPANIC OR LATINO               48
## 495  NOT HISPANIC OR LATINO               62
## 496  NOT HISPANIC OR LATINO               61
## 497  NOT HISPANIC OR LATINO               62
## 498  NOT HISPANIC OR LATINO               67
## 499  NOT HISPANIC OR LATINO               68
## 500  NOT HISPANIC OR LATINO               63
## 501  NOT HISPANIC OR LATINO               57
## 502      HISPANIC OR LATINO               62
## 503  NOT HISPANIC OR LATINO               50
## 504  NOT HISPANIC OR LATINO               43
## 505  NOT HISPANIC OR LATINO               47
## 506  NOT HISPANIC OR LATINO               47
## 507  NOT HISPANIC OR LATINO               55
## 508  NOT HISPANIC OR LATINO               44
## 509  NOT HISPANIC OR LATINO               76
## 510  NOT HISPANIC OR LATINO               51
## 511  NOT HISPANIC OR LATINO               45
## 512         [Not Available]               52
## 513         [Not Available]               56
## 514         [Not Available]               62
## 515  NOT HISPANIC OR LATINO               47
## 516         [Not Available]               56
## 517         [Not Available]               66
## 518         [Not Available]               53
## 519         [Not Available]               65
## 520  NOT HISPANIC OR LATINO               40
## 521  NOT HISPANIC OR LATINO               42
## 522         [Not Available]               64
## 523         [Not Available]               44
## 524         [Not Available]               51
## 525         [Not Available]               60
## 526         [Not Available]               47
## 527  NOT HISPANIC OR LATINO               56
## 528  NOT HISPANIC OR LATINO               73
## 529         [Not Available]               41
## 530  NOT HISPANIC OR LATINO               35
## 531         [Not Available]               54
## 532  NOT HISPANIC OR LATINO               54
## 533  NOT HISPANIC OR LATINO               76
## 534  NOT HISPANIC OR LATINO               39
## 535  NOT HISPANIC OR LATINO               59
## 536  NOT HISPANIC OR LATINO               55
## 537  NOT HISPANIC OR LATINO               56
## 538         [Not Available]               78
## 539  NOT HISPANIC OR LATINO               71
## 540  NOT HISPANIC OR LATINO               59
## 541         [Not Available]               62
## 542  NOT HISPANIC OR LATINO               61
## 543         [Not Available]               47
## 544  NOT HISPANIC OR LATINO               48
## 545         [Not Available]               58
## 546  NOT HISPANIC OR LATINO               62
## 547  NOT HISPANIC OR LATINO               30
## 548         [Not Available]               63
## 549  NOT HISPANIC OR LATINO               63
## 550         [Not Available]               49
## 551  NOT HISPANIC OR LATINO               64
## 552  NOT HISPANIC OR LATINO               78
## 553         [Not Available]               60
## 554         [Not Available]               42
## 555         [Not Available]               71
## 556         [Not Available]               41
## 557         [Not Available]               54
## 558  NOT HISPANIC OR LATINO               62
## 559         [Not Available]               43
## 560         [Not Available]               38
## 561         [Not Available]               52
## 562         [Not Available]               49
## 563         [Not Available]               69
## 564         [Not Available]               79
## 565         [Not Available]               53
## 566  NOT HISPANIC OR LATINO               72
## 567         [Not Available]               69
## 568         [Not Available]               68
## 569  NOT HISPANIC OR LATINO               51
## 570         [Not Available]               67
## 571         [Not Available]               62
## 572         [Not Available]               69
## 573  NOT HISPANIC OR LATINO               46
## 574  NOT HISPANIC OR LATINO               45
## 575         [Not Available]               82
## 576         [Not Available]               65
## 577         [Not Available]               69
## 578  NOT HISPANIC OR LATINO               31
## 579         [Not Available]               55
## 580         [Not Available]               77
## 581         [Not Available]               78
## 582         [Not Available]               81
## 583         [Not Available]               56
## 584         [Not Available]               67
## 585         [Not Available]               48
## 586         [Not Available]               65
## 587         [Not Available]               56
## 588         [Not Available]               52
## 589         [Not Available]               62
## 590         [Not Available]               54
## 591  NOT HISPANIC OR LATINO               60
## 592         [Not Available]               59
## 593  NOT HISPANIC OR LATINO               58
## 594  NOT HISPANIC OR LATINO               46
## 595  NOT HISPANIC OR LATINO               77
## 596  NOT HISPANIC OR LATINO               49
## 597  NOT HISPANIC OR LATINO               82
## 598  NOT HISPANIC OR LATINO               50
## 599  NOT HISPANIC OR LATINO               81
## 600  NOT HISPANIC OR LATINO               63
## 601  NOT HISPANIC OR LATINO               53
## 602  NOT HISPANIC OR LATINO               56
## 603  NOT HISPANIC OR LATINO               46
## 604  NOT HISPANIC OR LATINO               50
## 605  NOT HISPANIC OR LATINO               39
## 606  NOT HISPANIC OR LATINO               88
## 607         [Not Available]               60
## 608  NOT HISPANIC OR LATINO               56
## 609  NOT HISPANIC OR LATINO               50
## 610  NOT HISPANIC OR LATINO               79
## 611  NOT HISPANIC OR LATINO               70
## 612  NOT HISPANIC OR LATINO               72
## 613  NOT HISPANIC OR LATINO               48
## 614  NOT HISPANIC OR LATINO               78
## 615  NOT HISPANIC OR LATINO               68
## 616  NOT HISPANIC OR LATINO               35
## 617  NOT HISPANIC OR LATINO               55
## 618  NOT HISPANIC OR LATINO               83
## 619  NOT HISPANIC OR LATINO               45
## 620  NOT HISPANIC OR LATINO               38
## 621  NOT HISPANIC OR LATINO               67
## 622  NOT HISPANIC OR LATINO               79
## 623  NOT HISPANIC OR LATINO               80
## 624  NOT HISPANIC OR LATINO               53
## 625  NOT HISPANIC OR LATINO               51
## 626  NOT HISPANIC OR LATINO               90
## 627  NOT HISPANIC OR LATINO               60
## 628  NOT HISPANIC OR LATINO               78
## 629  NOT HISPANIC OR LATINO               68
## 630  NOT HISPANIC OR LATINO               31
## 631  NOT HISPANIC OR LATINO               88
## 632  NOT HISPANIC OR LATINO               47
## 633  NOT HISPANIC OR LATINO               66
## 634  NOT HISPANIC OR LATINO               69
## 635  NOT HISPANIC OR LATINO               44
## 636  NOT HISPANIC OR LATINO               34
## 637  NOT HISPANIC OR LATINO               73
## 638  NOT HISPANIC OR LATINO               44
## 639  NOT HISPANIC OR LATINO               64
## 640  NOT HISPANIC OR LATINO               60
## 641  NOT HISPANIC OR LATINO               78
## 642  NOT HISPANIC OR LATINO               80
## 643  NOT HISPANIC OR LATINO               48
## 644  NOT HISPANIC OR LATINO               77
## 645  NOT HISPANIC OR LATINO               50
## 646  NOT HISPANIC OR LATINO               46
## 647  NOT HISPANIC OR LATINO               45
## 648  NOT HISPANIC OR LATINO               75
## 649  NOT HISPANIC OR LATINO               80
## 650  NOT HISPANIC OR LATINO               41
## 651  NOT HISPANIC OR LATINO               51
## 652  NOT HISPANIC OR LATINO               63
## 653  NOT HISPANIC OR LATINO               46
## 654  NOT HISPANIC OR LATINO               61
## 655  NOT HISPANIC OR LATINO               87
## 656  NOT HISPANIC OR LATINO               58
## 657  NOT HISPANIC OR LATINO               54
## 658  NOT HISPANIC OR LATINO               53
## 659  NOT HISPANIC OR LATINO               80
## 660  NOT HISPANIC OR LATINO               67
## 661  NOT HISPANIC OR LATINO               70
## 662  NOT HISPANIC OR LATINO               58
## 663  NOT HISPANIC OR LATINO               50
## 664  NOT HISPANIC OR LATINO               55
## 665  NOT HISPANIC OR LATINO               78
## 666  NOT HISPANIC OR LATINO               43
## 667  NOT HISPANIC OR LATINO               46
## 668  NOT HISPANIC OR LATINO               55
## 669  NOT HISPANIC OR LATINO               49
## 670  NOT HISPANIC OR LATINO               62
## 671  NOT HISPANIC OR LATINO               44
## 672  NOT HISPANIC OR LATINO               45
## 673  NOT HISPANIC OR LATINO               52
## 674  NOT HISPANIC OR LATINO               82
## 675  NOT HISPANIC OR LATINO               56
## 676  NOT HISPANIC OR LATINO               65
## 677  NOT HISPANIC OR LATINO               52
## 678  NOT HISPANIC OR LATINO               64
## 679  NOT HISPANIC OR LATINO               34
## 680  NOT HISPANIC OR LATINO               54
## 681  NOT HISPANIC OR LATINO               59
## 682  NOT HISPANIC OR LATINO               48
## 683  NOT HISPANIC OR LATINO               50
## 684  NOT HISPANIC OR LATINO               40
## 685  NOT HISPANIC OR LATINO               53
## 686  NOT HISPANIC OR LATINO               53
## 687  NOT HISPANIC OR LATINO               38
## 688  NOT HISPANIC OR LATINO               74
## 689  NOT HISPANIC OR LATINO               56
## 690  NOT HISPANIC OR LATINO               34
## 691  NOT HISPANIC OR LATINO               47
## 692  NOT HISPANIC OR LATINO               58
## 693  NOT HISPANIC OR LATINO               58
## 694  NOT HISPANIC OR LATINO               90
## 695  NOT HISPANIC OR LATINO               59
## 696  NOT HISPANIC OR LATINO               29
## 697  NOT HISPANIC OR LATINO               63
## 698  NOT HISPANIC OR LATINO               56
## 699  NOT HISPANIC OR LATINO               61
## 700  NOT HISPANIC OR LATINO               48
## 701  NOT HISPANIC OR LATINO               48
## 702  NOT HISPANIC OR LATINO               60
## 703  NOT HISPANIC OR LATINO               68
## 704  NOT HISPANIC OR LATINO               59
## 705  NOT HISPANIC OR LATINO               53
## 706  NOT HISPANIC OR LATINO               49
## 707  NOT HISPANIC OR LATINO               52
## 708  NOT HISPANIC OR LATINO               51
## 709  NOT HISPANIC OR LATINO               62
## 710  NOT HISPANIC OR LATINO               40
## 711  NOT HISPANIC OR LATINO               74
## 712  NOT HISPANIC OR LATINO               51
## 713  NOT HISPANIC OR LATINO               80
## 714  NOT HISPANIC OR LATINO               45
## 715  NOT HISPANIC OR LATINO               77
## 716  NOT HISPANIC OR LATINO               48
## 717  NOT HISPANIC OR LATINO               60
## 718  NOT HISPANIC OR LATINO               54
## 719  NOT HISPANIC OR LATINO               59
## 720  NOT HISPANIC OR LATINO               41
## 721  NOT HISPANIC OR LATINO               62
## 722  NOT HISPANIC OR LATINO               79
## 723  NOT HISPANIC OR LATINO               62
## 724  NOT HISPANIC OR LATINO               56
## 725  NOT HISPANIC OR LATINO               54
## 726  NOT HISPANIC OR LATINO               54
## 727  NOT HISPANIC OR LATINO               90
## 728  NOT HISPANIC OR LATINO               72
## 729  NOT HISPANIC OR LATINO               59
## 730  NOT HISPANIC OR LATINO               80
## 731  NOT HISPANIC OR LATINO               73
## 732  NOT HISPANIC OR LATINO               77
## 733  NOT HISPANIC OR LATINO               70
## 734  NOT HISPANIC OR LATINO               51
## 735  NOT HISPANIC OR LATINO               81
## 736  NOT HISPANIC OR LATINO               80
## 737  NOT HISPANIC OR LATINO               40
## 738  NOT HISPANIC OR LATINO               62
## 739  NOT HISPANIC OR LATINO               66
## 740  NOT HISPANIC OR LATINO               64
## 741  NOT HISPANIC OR LATINO               62
## 742  NOT HISPANIC OR LATINO               85
## 743  NOT HISPANIC OR LATINO               36
## 744  NOT HISPANIC OR LATINO               45
## 745  NOT HISPANIC OR LATINO               86
## 746  NOT HISPANIC OR LATINO               76
## 747  NOT HISPANIC OR LATINO               55
## 748  NOT HISPANIC OR LATINO               34
## 749  NOT HISPANIC OR LATINO               57
## 750  NOT HISPANIC OR LATINO               56
## 751  NOT HISPANIC OR LATINO               69
## 752  NOT HISPANIC OR LATINO               56
## 753  NOT HISPANIC OR LATINO               48
## 754  NOT HISPANIC OR LATINO               61
## 755  NOT HISPANIC OR LATINO               56
## 756  NOT HISPANIC OR LATINO               84
## 757  NOT HISPANIC OR LATINO               53
## 758  NOT HISPANIC OR LATINO               74
## 759  NOT HISPANIC OR LATINO               81
## 760  NOT HISPANIC OR LATINO               65
## 761  NOT HISPANIC OR LATINO               80
## 762  NOT HISPANIC OR LATINO               71
## 763  NOT HISPANIC OR LATINO               61
## 764  NOT HISPANIC OR LATINO               66
## 765  NOT HISPANIC OR LATINO               40
## 766  NOT HISPANIC OR LATINO               75
## 767  NOT HISPANIC OR LATINO               72
## 768  NOT HISPANIC OR LATINO               58
## 769  NOT HISPANIC OR LATINO               47
## 770  NOT HISPANIC OR LATINO               49
## 771  NOT HISPANIC OR LATINO               59
## 772  NOT HISPANIC OR LATINO               36
## 773  NOT HISPANIC OR LATINO               64
## 774  NOT HISPANIC OR LATINO               41
## 775  NOT HISPANIC OR LATINO               53
## 776  NOT HISPANIC OR LATINO               62
## 777  NOT HISPANIC OR LATINO               55
## 778  NOT HISPANIC OR LATINO               54
## 779  NOT HISPANIC OR LATINO               56
## 780  NOT HISPANIC OR LATINO               68
## 781  NOT HISPANIC OR LATINO               88
## 782  NOT HISPANIC OR LATINO               79
## 783  NOT HISPANIC OR LATINO               53
## 784  NOT HISPANIC OR LATINO               79
## 785  NOT HISPANIC OR LATINO               34
## 786  NOT HISPANIC OR LATINO               54
## 787  NOT HISPANIC OR LATINO               64
## 788  NOT HISPANIC OR LATINO               64
## 789  NOT HISPANIC OR LATINO               41
## 790  NOT HISPANIC OR LATINO               67
## 791  NOT HISPANIC OR LATINO               54
## 792  NOT HISPANIC OR LATINO               64
## 793  NOT HISPANIC OR LATINO               47
## 794  NOT HISPANIC OR LATINO               37
## 795  NOT HISPANIC OR LATINO               76
## 796  NOT HISPANIC OR LATINO               79
## 797  NOT HISPANIC OR LATINO               50
## 798  NOT HISPANIC OR LATINO               62
## 799  NOT HISPANIC OR LATINO               65
## 800  NOT HISPANIC OR LATINO               52
## 801  NOT HISPANIC OR LATINO               74
## 802  NOT HISPANIC OR LATINO               53
## 803  NOT HISPANIC OR LATINO               78
## 804  NOT HISPANIC OR LATINO               55
## 805  NOT HISPANIC OR LATINO               35
## 806  NOT HISPANIC OR LATINO               64
## 807  NOT HISPANIC OR LATINO               48
## 808  NOT HISPANIC OR LATINO               56
## 809  NOT HISPANIC OR LATINO               51
## 810  NOT HISPANIC OR LATINO               68
## 811  NOT HISPANIC OR LATINO               58
## 812  NOT HISPANIC OR LATINO               61
## 813  NOT HISPANIC OR LATINO               43
## 814  NOT HISPANIC OR LATINO               50
## 815  NOT HISPANIC OR LATINO               45
## 816  NOT HISPANIC OR LATINO               61
## 817  NOT HISPANIC OR LATINO               47
## 818  NOT HISPANIC OR LATINO               40
## 819  NOT HISPANIC OR LATINO               64
## 820  NOT HISPANIC OR LATINO               76
## 821  NOT HISPANIC OR LATINO               38
## 822  NOT HISPANIC OR LATINO               44
## 823  NOT HISPANIC OR LATINO               51
## 824  NOT HISPANIC OR LATINO               58
## 825  NOT HISPANIC OR LATINO               65
## 826  NOT HISPANIC OR LATINO               66
## 827  NOT HISPANIC OR LATINO               89
## 828  NOT HISPANIC OR LATINO               61
## 829  NOT HISPANIC OR LATINO               64
## 830  NOT HISPANIC OR LATINO               34
## 831  NOT HISPANIC OR LATINO               65
## 832      HISPANIC OR LATINO               63
## 833  NOT HISPANIC OR LATINO               50
## 834  NOT HISPANIC OR LATINO               45
## 835  NOT HISPANIC OR LATINO               74
## 836  NOT HISPANIC OR LATINO               46
## 837  NOT HISPANIC OR LATINO               44
## 838         [Not Available]               63
## 839  NOT HISPANIC OR LATINO               53
## 840  NOT HISPANIC OR LATINO               61
## 841  NOT HISPANIC OR LATINO               74
## 842  NOT HISPANIC OR LATINO               45
## 843  NOT HISPANIC OR LATINO               80
## 844  NOT HISPANIC OR LATINO               51
## 845  NOT HISPANIC OR LATINO               57
## 846  NOT HISPANIC OR LATINO               71
## 847  NOT HISPANIC OR LATINO               78
## 848  NOT HISPANIC OR LATINO               60
## 849  NOT HISPANIC OR LATINO               37
## 850  NOT HISPANIC OR LATINO               60
## 851  NOT HISPANIC OR LATINO               44
## 852  NOT HISPANIC OR LATINO               40
## 853  NOT HISPANIC OR LATINO               52
## 854  NOT HISPANIC OR LATINO               40
## 855  NOT HISPANIC OR LATINO               59
## 856  NOT HISPANIC OR LATINO               41
## 857  NOT HISPANIC OR LATINO               71
## 858  NOT HISPANIC OR LATINO               50
## 859  NOT HISPANIC OR LATINO               59
## 860  NOT HISPANIC OR LATINO               57
## 861  NOT HISPANIC OR LATINO               84
## 862  NOT HISPANIC OR LATINO               73
## 863         [Not Available]               46
## 864  NOT HISPANIC OR LATINO               78
## 865      HISPANIC OR LATINO               77
## 866  NOT HISPANIC OR LATINO               43
## 867  NOT HISPANIC OR LATINO               69
## 868  NOT HISPANIC OR LATINO               47
## 869  NOT HISPANIC OR LATINO               72
## 870  NOT HISPANIC OR LATINO               48
## 871  NOT HISPANIC OR LATINO               44
## 872  NOT HISPANIC OR LATINO               69
## 873  NOT HISPANIC OR LATINO               90
## 874  NOT HISPANIC OR LATINO               70
## 875  NOT HISPANIC OR LATINO               41
## 876  NOT HISPANIC OR LATINO               45
## 877  NOT HISPANIC OR LATINO               52
## 878  NOT HISPANIC OR LATINO               48
## 879  NOT HISPANIC OR LATINO               58
## 880  NOT HISPANIC OR LATINO               58
## 881  NOT HISPANIC OR LATINO               61
## 882  NOT HISPANIC OR LATINO               75
## 883  NOT HISPANIC OR LATINO               28
## 884  NOT HISPANIC OR LATINO               60
## 885  NOT HISPANIC OR LATINO               62
## 886  NOT HISPANIC OR LATINO               71
## 887  NOT HISPANIC OR LATINO               51
## 888  NOT HISPANIC OR LATINO               61
## 889  NOT HISPANIC OR LATINO               58
## 890  NOT HISPANIC OR LATINO               51
## 891  NOT HISPANIC OR LATINO               70
## 892  NOT HISPANIC OR LATINO               66
## 893  NOT HISPANIC OR LATINO               63
## 894  NOT HISPANIC OR LATINO               63
## 895  NOT HISPANIC OR LATINO               64
## 896  NOT HISPANIC OR LATINO               48
## 897  NOT HISPANIC OR LATINO               40
## 898  NOT HISPANIC OR LATINO               56
## 899  NOT HISPANIC OR LATINO               67
## 900  NOT HISPANIC OR LATINO               74
## 901  NOT HISPANIC OR LATINO               68
## 902  NOT HISPANIC OR LATINO               62
## 903  NOT HISPANIC OR LATINO               63
## 904  NOT HISPANIC OR LATINO               43
## 905  NOT HISPANIC OR LATINO               45
## 906  NOT HISPANIC OR LATINO               42
## 907  NOT HISPANIC OR LATINO               58
## 908  NOT HISPANIC OR LATINO               37
## 909  NOT HISPANIC OR LATINO               74
## 910  NOT HISPANIC OR LATINO               71
## 911  NOT HISPANIC OR LATINO               38
## 912  NOT HISPANIC OR LATINO               56
## 913  NOT HISPANIC OR LATINO               47
## 914  NOT HISPANIC OR LATINO               42
## 915  NOT HISPANIC OR LATINO               52
## 916  NOT HISPANIC OR LATINO               54
## 917  NOT HISPANIC OR LATINO               47
## 918  NOT HISPANIC OR LATINO               59
## 919  NOT HISPANIC OR LATINO               51
## 920  NOT HISPANIC OR LATINO               45
## 921  NOT HISPANIC OR LATINO               69
## 922  NOT HISPANIC OR LATINO               71
## 923  NOT HISPANIC OR LATINO               72
## 924  NOT HISPANIC OR LATINO               63
## 925  NOT HISPANIC OR LATINO               49
## 926  NOT HISPANIC OR LATINO               78
## 927  NOT HISPANIC OR LATINO               33
## 928  NOT HISPANIC OR LATINO               48
## 929  NOT HISPANIC OR LATINO               85
## 930  NOT HISPANIC OR LATINO               63
## 931  NOT HISPANIC OR LATINO               60
## 932  NOT HISPANIC OR LATINO               65
## 933  NOT HISPANIC OR LATINO               41
## 934  NOT HISPANIC OR LATINO               63
## 935  NOT HISPANIC OR LATINO               45
## 936      HISPANIC OR LATINO               80
## 937      HISPANIC OR LATINO               48
## 938  NOT HISPANIC OR LATINO               38
## 939  NOT HISPANIC OR LATINO               53
## 940      HISPANIC OR LATINO               38
## 941  NOT HISPANIC OR LATINO               50
## 942      HISPANIC OR LATINO               61
## 943  NOT HISPANIC OR LATINO               59
## 944      HISPANIC OR LATINO               70
## 945      HISPANIC OR LATINO               56
## 946  NOT HISPANIC OR LATINO               58
## 947      HISPANIC OR LATINO               43
## 948      HISPANIC OR LATINO               63
## 949  NOT HISPANIC OR LATINO               56
## 950  NOT HISPANIC OR LATINO               55
## 951      HISPANIC OR LATINO               68
## 952  NOT HISPANIC OR LATINO               48
## 953      HISPANIC OR LATINO               43
## 954  NOT HISPANIC OR LATINO               77
## 955      HISPANIC OR LATINO               64
## 956      HISPANIC OR LATINO               59
## 957  NOT HISPANIC OR LATINO               58
## 958      HISPANIC OR LATINO               59
## 959  NOT HISPANIC OR LATINO               70
## 960  NOT HISPANIC OR LATINO               66
## 961      HISPANIC OR LATINO               61
## 962      HISPANIC OR LATINO               56
## 963      HISPANIC OR LATINO               50
## 964      HISPANIC OR LATINO               53
## 965      HISPANIC OR LATINO               52
## 966  NOT HISPANIC OR LATINO               59
## 967  NOT HISPANIC OR LATINO               41
## 968      HISPANIC OR LATINO               39
## 969      HISPANIC OR LATINO               52
## 970      HISPANIC OR LATINO               60
## 971  NOT HISPANIC OR LATINO               61
## 972      HISPANIC OR LATINO               75
## 973      HISPANIC OR LATINO               51
## 974  NOT HISPANIC OR LATINO               34
## 975  NOT HISPANIC OR LATINO               59
## 976  NOT HISPANIC OR LATINO               62
## 977  NOT HISPANIC OR LATINO               60
## 978      HISPANIC OR LATINO               32
## 979  NOT HISPANIC OR LATINO               63
## 980  NOT HISPANIC OR LATINO               58
## 981  NOT HISPANIC OR LATINO               69
## 982  NOT HISPANIC OR LATINO               46
## 983  NOT HISPANIC OR LATINO               62
## 984  NOT HISPANIC OR LATINO               57
## 985  NOT HISPANIC OR LATINO               53
## 986  NOT HISPANIC OR LATINO               53
## 987  NOT HISPANIC OR LATINO               58
## 988  NOT HISPANIC OR LATINO               52
## 989  NOT HISPANIC OR LATINO               58
## 990  NOT HISPANIC OR LATINO               50
## 991      HISPANIC OR LATINO               57
## 992  NOT HISPANIC OR LATINO               58
## 993  NOT HISPANIC OR LATINO               54
## 994  NOT HISPANIC OR LATINO               63
## 995  NOT HISPANIC OR LATINO               72
## 996  NOT HISPANIC OR LATINO               46
## 997  NOT HISPANIC OR LATINO               49
## 998  NOT HISPANIC OR LATINO               44
## 999  NOT HISPANIC OR LATINO               67
## 1000 NOT HISPANIC OR LATINO               63
## 1001 NOT HISPANIC OR LATINO               65
## 1002        [Not Evaluated]               56
## 1003        [Not Evaluated]               45
## 1004 NOT HISPANIC OR LATINO               49
## 1005 NOT HISPANIC OR LATINO               46
## 1006 NOT HISPANIC OR LATINO               44
## 1007 NOT HISPANIC OR LATINO               79
## 1008 NOT HISPANIC OR LATINO               52
## 1009 NOT HISPANIC OR LATINO               54
## 1010 NOT HISPANIC OR LATINO               73
## 1011 NOT HISPANIC OR LATINO               61
## 1012 NOT HISPANIC OR LATINO               62
## 1013 NOT HISPANIC OR LATINO               56
## 1014 NOT HISPANIC OR LATINO               84
## 1015 NOT HISPANIC OR LATINO               64
## 1016 NOT HISPANIC OR LATINO               88
## 1017 NOT HISPANIC OR LATINO               46
## 1018 NOT HISPANIC OR LATINO               50
## 1019 NOT HISPANIC OR LATINO               49
## 1020 NOT HISPANIC OR LATINO               90
## 1021 NOT HISPANIC OR LATINO               77
## 1022 NOT HISPANIC OR LATINO               50
## 1023 NOT HISPANIC OR LATINO               67
## 1024 NOT HISPANIC OR LATINO               55
## 1025 NOT HISPANIC OR LATINO               61
## 1026 NOT HISPANIC OR LATINO               49
## 1027 NOT HISPANIC OR LATINO               70
## 1028 NOT HISPANIC OR LATINO               61
## 1029 NOT HISPANIC OR LATINO               69
## 1030 NOT HISPANIC OR LATINO               73
## 1031 NOT HISPANIC OR LATINO               44
## 1032        [Not Evaluated]               59
## 1033 NOT HISPANIC OR LATINO               71
## 1034 NOT HISPANIC OR LATINO               70
## 1035 NOT HISPANIC OR LATINO               40
## 1036 NOT HISPANIC OR LATINO               61
## 1037              [Unknown]               63
## 1038              [Unknown]               43
## 1039              [Unknown]               40
## 1040              [Unknown]               51
## 1041              [Unknown]               52
## 1042              [Unknown]               57
## 1043              [Unknown]               66
## 1044 NOT HISPANIC OR LATINO               NA
## 1045 NOT HISPANIC OR LATINO               36
## 1046 NOT HISPANIC OR LATINO               80
## 1047 NOT HISPANIC OR LATINO               72
## 1048 NOT HISPANIC OR LATINO               71
## 1049 NOT HISPANIC OR LATINO               59
## 1050 NOT HISPANIC OR LATINO               39
## 1051 NOT HISPANIC OR LATINO               75
## 1052 NOT HISPANIC OR LATINO               43
## 1053 NOT HISPANIC OR LATINO               49
## 1054 NOT HISPANIC OR LATINO               48
## 1055 NOT HISPANIC OR LATINO               67
## 1056 NOT HISPANIC OR LATINO               72
## 1057 NOT HISPANIC OR LATINO               64
## 1058              [Unknown]               41
## 1059 NOT HISPANIC OR LATINO               54
## 1060 NOT HISPANIC OR LATINO               35
## 1061 NOT HISPANIC OR LATINO               30
## 1062 NOT HISPANIC OR LATINO               29
## 1063 NOT HISPANIC OR LATINO               64
## 1064 NOT HISPANIC OR LATINO               71
## 1065 NOT HISPANIC OR LATINO               29
## 1066 NOT HISPANIC OR LATINO               63
## 1067 NOT HISPANIC OR LATINO               65
## 1068 NOT HISPANIC OR LATINO               67
## 1069 NOT HISPANIC OR LATINO               82
## 1070 NOT HISPANIC OR LATINO               47
## 1071 NOT HISPANIC OR LATINO               51
## 1072 NOT HISPANIC OR LATINO               64
## 1073 NOT HISPANIC OR LATINO               73
## 1074 NOT HISPANIC OR LATINO               63
## 1075 NOT HISPANIC OR LATINO               75
## 1076 NOT HISPANIC OR LATINO               66
## 1077 NOT HISPANIC OR LATINO               55
## 1078 NOT HISPANIC OR LATINO               77
## 1079 NOT HISPANIC OR LATINO               46
## 1080 NOT HISPANIC OR LATINO               68
## 1081 NOT HISPANIC OR LATINO               61
## 1082 NOT HISPANIC OR LATINO               46
##      year_of_initial_pathologic_diagnosis vital_status
## 1                                    2004        Alive
## 2                                    2003        Alive
## 3                                    2011        Alive
## 4                                    2011        Alive
## 5                                    2013        Alive
## 6                                    2010        Alive
## 7                                    2013        Alive
## 8                                    2008        Alive
## 9                                    2005        Alive
## 10                                   2005        Alive
## 11                                   2006        Alive
## 12                                   2006        Alive
## 13                                   2006        Alive
## 14                                   2007        Alive
## 15                                   2006        Alive
## 16                                   2007         Dead
## 17                                   2007        Alive
## 18                                   2007        Alive
## 19                                   2007        Alive
## 20                                   2007        Alive
## 21                                   2007        Alive
## 22                                   2002        Alive
## 23                                   2003         Dead
## 24                                   2004        Alive
## 25                                   2004        Alive
## 26                                   2004        Alive
## 27                                   2004        Alive
## 28                                   2005         Dead
## 29                                   2005        Alive
## 30                                   2006        Alive
## 31                                   2008        Alive
## 32                                   2001        Alive
## 33                                   2006        Alive
## 34                                   2003         Dead
## 35                                   2002         Dead
## 36                                   2003        Alive
## 37                                   2003        Alive
## 38                                   2004        Alive
## 39                                   2004         Dead
## 40                                   2005        Alive
## 41                                   2005         Dead
## 42                                   2005        Alive
## 43                                   2006        Alive
## 44                                   2006        Alive
## 45                                   2006        Alive
## 46                                   2007        Alive
## 47                                   2008        Alive
## 48                                   2008        Alive
## 49                                   2008        Alive
## 50                                   2008        Alive
## 51                                   2009        Alive
## 52                                   2002        Alive
## 53                                   2003        Alive
## 54                                   2003        Alive
## 55                                   2004        Alive
## 56                                   2004        Alive
## 57                                   2005        Alive
## 58                                   2008        Alive
## 59                                   2008        Alive
## 60                                   2008        Alive
## 61                                   2008        Alive
## 62                                   2008         Dead
## 63                                   2009        Alive
## 64                                   2009        Alive
## 65                                   2003        Alive
## 66                                   2006        Alive
## 67                                   2006         Dead
## 68                                   2006         Dead
## 69                                   2007        Alive
## 70                                   2007        Alive
## 71                                   2009        Alive
## 72                                   2009        Alive
## 73                                   2009         Dead
## 74                                   2009        Alive
## 75                                   2009        Alive
## 76                                   2009        Alive
## 77                                   2009        Alive
## 78                                   2009        Alive
## 79                                   2008        Alive
## 80                                   2009        Alive
## 81                                   2010        Alive
## 82                                   2009        Alive
## 83                                   2009        Alive
## 84                                   2009        Alive
## 85                                   2009        Alive
## 86                                   2010        Alive
## 87                                   2009        Alive
## 88                                   2010        Alive
## 89                                   2008        Alive
## 90                                   2008         Dead
## 91                                   2010        Alive
## 92                                   2010        Alive
## 93                                   2008        Alive
## 94                                   2010        Alive
## 95                                   2010        Alive
## 96                                   2010        Alive
## 97                                   2010        Alive
## 98                                   2010        Alive
## 99                                   2007        Alive
## 100                                  2003        Alive
## 101                                  2010        Alive
## 102                                  2010        Alive
## 103                                  2010        Alive
## 104                                  2004        Alive
## 105                                  2011        Alive
## 106                                  2011        Alive
## 107                                  2010        Alive
## 108                                  2003         Dead
## 109                                  2006        Alive
## 110                                  2006         Dead
## 111                                  2011        Alive
## 112                                  2009        Alive
## 113                                  2009         Dead
## 114                                  2010         Dead
## 115                                  2009        Alive
## 116                                  2010        Alive
## 117                                  2011        Alive
## 118                                  2012        Alive
## 119                                  2012        Alive
## 120                                  2012        Alive
## 121                                  2012        Alive
## 122                                  2012        Alive
## 123                                  2012        Alive
## 124                                  2009        Alive
## 125                                  2009        Alive
## 126                                  2010        Alive
## 127                                  2009        Alive
## 128                                  2010        Alive
## 129                                  2009        Alive
## 130                                  2009        Alive
## 131                                  2009        Alive
## 132                                  2010        Alive
## 133                                  2010         Dead
## 134                                  2010        Alive
## 135                                  2010        Alive
## 136                                  2010        Alive
## 137                                  2010        Alive
## 138                                  2010        Alive
## 139                                  2010        Alive
## 140                                  2011        Alive
## 141                                  2011        Alive
## 142                                  2011        Alive
## 143                                  2011        Alive
## 144                                  2011        Alive
## 145                                  2011        Alive
## 146                                  2011        Alive
## 147                                  2011        Alive
## 148                                  2012        Alive
## 149                                  2012        Alive
## 150                                  2012        Alive
## 151                                  2012        Alive
## 152                                  2012        Alive
## 153                                  2012        Alive
## 154                                  2012        Alive
## 155                                  2011        Alive
## 156                                  2012        Alive
## 157                                  2012        Alive
## 158                                  2012        Alive
## 159                                  2012        Alive
## 160                                  2012        Alive
## 161                                  2013        Alive
## 162                                  2013        Alive
## 163                                  2013        Alive
## 164                                  2013        Alive
## 165                                  2009        Alive
## 166                                  2009        Alive
## 167                                  2009        Alive
## 168                                  2007        Alive
## 169                                  2007        Alive
## 170                                  2007        Alive
## 171                                  2008         Dead
## 172                                  2006         Dead
## 173                                  2008        Alive
## 174                                  2007        Alive
## 175                                  2009        Alive
## 176                                  2006        Alive
## 177                                  2007        Alive
## 178                                  2007        Alive
## 179                                  2008        Alive
## 180                                  2008        Alive
## 181                                  2009        Alive
## 182                                  2009        Alive
## 183                                  2009        Alive
## 184                                  2009        Alive
## 185                                  2009        Alive
## 186                                  2009        Alive
## 187                                  2009        Alive
## 188                                  2009        Alive
## 189                                  2009        Alive
## 190                                  2009        Alive
## 191                                  2009        Alive
## 192                                  2008        Alive
## 193                                  2008        Alive
## 194                                  2008        Alive
## 195                                  2008        Alive
## 196                                  2008        Alive
## 197                                  2009        Alive
## 198                                  2007        Alive
## 199                                  2008        Alive
## 200                                  2008        Alive
## 201                                  2009        Alive
## 202                                  2007        Alive
## 203                                  2009        Alive
## 204                                  2005         Dead
## 205                                  2008         Dead
## 206                                  2008        Alive
## 207                                  2008        Alive
## 208                                  2008        Alive
## 209                                  2002         Dead
## 210                                  2007        Alive
## 211                                  2004        Alive
## 212                                  2008        Alive
## 213                                  2008        Alive
## 214                                  2008        Alive
## 215                                  2009        Alive
## 216                                  2009        Alive
## 217                                  2007        Alive
## 218                                  2009        Alive
## 219                                  2009        Alive
## 220                                  2009        Alive
## 221                                  2009        Alive
## 222                                  2009        Alive
## 223                                  2009        Alive
## 224                                  2007        Alive
## 225                                  2008        Alive
## 226                                  2008        Alive
## 227                                  2009        Alive
## 228                                  2006        Alive
## 229                                  2008        Alive
## 230                                  2009        Alive
## 231                                  2009        Alive
## 232                                  2009        Alive
## 233                                  2007        Alive
## 234                                  2009         Dead
## 235                                  2008        Alive
## 236                                  2009        Alive
## 237                                  2009        Alive
## 238                                  2009        Alive
## 239                                  2009        Alive
## 240                                  2009        Alive
## 241                                  2009        Alive
## 242                                  2009        Alive
## 243                                  2007        Alive
## 244                                  2010        Alive
## 245                                  2010        Alive
## 246                                  2006        Alive
## 247                                  2009         Dead
## 248                                  2011        Alive
## 249                                  2006        Alive
## 250                                  2005        Alive
## 251                                  2009        Alive
## 252                                  2005         Dead
## 253                                  2006        Alive
## 254                                  2007        Alive
## 255                                  2006        Alive
## 256                                  2004         Dead
## 257                                  2005        Alive
## 258                                  2011        Alive
## 259                                  2011        Alive
## 260                                  2011         Dead
## 261                                  2011        Alive
## 262                                  2011         Dead
## 263                                  2011        Alive
## 264                                  2011        Alive
## 265                                  2011        Alive
## 266                                  2011        Alive
## 267                                  2011        Alive
## 268                                  2012        Alive
## 269                                  2011        Alive
## 270                                  2012        Alive
## 271                                  2012        Alive
## 272                                  2012        Alive
## 273                                  2012        Alive
## 274                                  2012        Alive
## 275                                  2012        Alive
## 276                                  2012        Alive
## 277                                  2013        Alive
## 278                                  2013         Dead
## 279                                  2013        Alive
## 280                                  2012        Alive
## 281                                  2012        Alive
## 282                                  2013        Alive
## 283                                  2013        Alive
## 284                                  2011        Alive
## 285                                  2013        Alive
## 286                                  2013        Alive
## 287                                  2011        Alive
## 288                                  2011        Alive
## 289                                  2013        Alive
## 290                                  2013        Alive
## 291                                  2010        Alive
## 292                                  2010        Alive
## 293                                  2010        Alive
## 294                                  2010        Alive
## 295                                  2008        Alive
## 296                                  2008        Alive
## 297                                  2008        Alive
## 298                                  2008        Alive
## 299                                  2010        Alive
## 300                                  2010        Alive
## 301                                  2010        Alive
## 302                                  2010        Alive
## 303                                  2010        Alive
## 304                                  2010        Alive
## 305                                  2010        Alive
## 306                                  2010        Alive
## 307                                  2010        Alive
## 308                                  2010        Alive
## 309                                  2010        Alive
## 310                                  2010        Alive
## 311                                  2010        Alive
## 312                                  2010        Alive
## 313                                  2010        Alive
## 314                                  2010        Alive
## 315                                  2010        Alive
## 316                                  2010        Alive
## 317                                  2010        Alive
## 318                                  2010        Alive
## 319                                  2010        Alive
## 320                                  2010        Alive
## 321                                  2010        Alive
## 322                                  2010        Alive
## 323                                  2010        Alive
## 324                                  2010        Alive
## 325                                  2010        Alive
## 326                                  2010        Alive
## 327                                  2010        Alive
## 328                                  2010        Alive
## 329                                  2010        Alive
## 330                                  2003        Alive
## 331                                  2006        Alive
## 332                                  2006        Alive
## 333                                  2002         Dead
## 334                                  2003         Dead
## 335                                  2005        Alive
## 336                                  2007        Alive
## 337                                  2001         Dead
## 338                                  2008        Alive
## 339                                  2008        Alive
## 340                                  2009        Alive
## 341                                  2009        Alive
## 342                                  2008         Dead
## 343                                  2008        Alive
## 344                                  2009        Alive
## 345                                  2009        Alive
## 346                                  2007        Alive
## 347                                  2009        Alive
## 348                                  2007        Alive
## 349                                  2006        Alive
## 350                                  2005        Alive
## 351                                  2005        Alive
## 352                                  2009        Alive
## 353                                  2009        Alive
## 354                                  2007        Alive
## 355                                  2006        Alive
## 356                                  2006        Alive
## 357                                  2005        Alive
## 358                                  2002        Alive
## 359                                  2002        Alive
## 360                                  2002        Alive
## 361                                  2002        Alive
## 362                                  2002        Alive
## 363                                  2003        Alive
## 364                                  2004        Alive
## 365                                  2005        Alive
## 366                                  2005        Alive
## 367                                  2005        Alive
## 368                                  2006        Alive
## 369                                  2006        Alive
## 370                                  2008        Alive
## 371                                  2008        Alive
## 372                                  2003        Alive
## 373                                  2006        Alive
## 374                                  2005        Alive
## 375                                  2010        Alive
## 376                                  2009        Alive
## 377                                  2009        Alive
## 378                                  2009        Alive
## 379                                  2001        Alive
## 380                                  2010         Dead
## 381                                  2010        Alive
## 382                                  2010        Alive
## 383                                  2011        Alive
## 384                                  2011        Alive
## 385                                  2013         Dead
## 386                                  2003        Alive
## 387                                  2006        Alive
## 388                                  2006         Dead
## 389                                  2006        Alive
## 390                                  2006        Alive
## 391                                  2006        Alive
## 392                                  2005        Alive
## 393                                  2005        Alive
## 394                                  2005        Alive
## 395                                  2004         Dead
## 396                                  2004         Dead
## 397                                  2004        Alive
## 398                                  2004         Dead
## 399                                  2004        Alive
## 400                                  2006        Alive
## 401                                  2004        Alive
## 402                                  2005        Alive
## 403                                  2005        Alive
## 404                                  2006        Alive
## 405                                  2006        Alive
## 406                                  2006        Alive
## 407                                  2006        Alive
## 408                                  2006        Alive
## 409                                  2007        Alive
## 410                                  2007        Alive
## 411                                  2007         Dead
## 412                                  2007        Alive
## 413                                  2007         Dead
## 414                                  2007        Alive
## 415                                  2007        Alive
## 416                                  2007        Alive
## 417                                  2007        Alive
## 418                                  2008        Alive
## 419                                  2001        Alive
## 420                                  2004        Alive
## 421                                  2005         Dead
## 422                                  2005        Alive
## 423                                  2005        Alive
## 424                                  2005        Alive
## 425                                  2005        Alive
## 426                                  2006        Alive
## 427                                  2006        Alive
## 428                                  2006        Alive
## 429                                  2006        Alive
## 430                                  2006        Alive
## 431                                  2006        Alive
## 432                                  2006        Alive
## 433                                  2006        Alive
## 434                                  2006        Alive
## 435                                  2006        Alive
## 436                                  2006        Alive
## 437                                  2007        Alive
## 438                                  2007        Alive
## 439                                  2007        Alive
## 440                                  2001         Dead
## 441                                  2001        Alive
## 442                                  2007         Dead
## 443                                  2007        Alive
## 444                                  2007         Dead
## 445                                  2007        Alive
## 446                                  2010        Alive
## 447                                  2010        Alive
## 448                                  2010        Alive
## 449                                  2008        Alive
## 450                                  2012        Alive
## 451                                  2011        Alive
## 452                                  2011         Dead
## 453                                  1998         Dead
## 454                                  1995        Alive
## 455                                  1988        Alive
## 456                                  1990         Dead
## 457                                  1992         Dead
## 458                                  1992         Dead
## 459                                  1992        Alive
## 460                                  1992         Dead
## 461                                  1992         Dead
## 462                                  1995         Dead
## 463                                  1994         Dead
## 464                                  1995         Dead
## 465                                  1995        Alive
## 466                                  1994         Dead
## 467                                  1997         Dead
## 468                                  1996         Dead
## 469                                  2001        Alive
## 470                                  1997         Dead
## 471                                  1996        Alive
## 472                                  1989        Alive
## 473                                  1991        Alive
## 474                                  1991         Dead
## 475                                  1992        Alive
## 476                                  1993         Dead
## 477                                  1993         Dead
## 478                                  1993        Alive
## 479                                  1993        Alive
## 480                                  1994         Dead
## 481                                  1994         Dead
## 482                                  1988         Dead
## 483                                  1996        Alive
## 484                                  1990        Alive
## 485                                  1996        Alive
## 486                                  1996         Dead
## 487                                  1995        Alive
## 488                                  1995         Dead
## 489                                  1997         Dead
## 490                                  1998         Dead
## 491                                  1996         Dead
## 492                                  1996        Alive
## 493                                  1996         Dead
## 494                                  1994         Dead
## 495                                  1996         Dead
## 496                                  1995         Dead
## 497                                  1994         Dead
## 498                                  2003        Alive
## 499                                  1998        Alive
## 500                                  2003        Alive
## 501                                  1998        Alive
## 502                                  1998        Alive
## 503                                  2007         Dead
## 504                                  2008        Alive
## 505                                  2007        Alive
## 506                                  2008        Alive
## 507                                  2008        Alive
## 508                                  2008         Dead
## 509                                  2005        Alive
## 510                                  2005        Alive
## 511                                  2008        Alive
## 512                                  2008        Alive
## 513                                  2008        Alive
## 514                                  2008        Alive
## 515                                  2008        Alive
## 516                                  2006        Alive
## 517                                  2007        Alive
## 518                                  2007        Alive
## 519                                  2007        Alive
## 520                                  2007        Alive
## 521                                  2006        Alive
## 522                                  2006        Alive
## 523                                  2006        Alive
## 524                                  2006        Alive
## 525                                  2007        Alive
## 526                                  2009        Alive
## 527                                  2009         Dead
## 528                                  2008        Alive
## 529                                  2008        Alive
## 530                                  2007        Alive
## 531                                  2007        Alive
## 532                                  2007        Alive
## 533                                  2006         Dead
## 534                                  2007        Alive
## 535                                  2007        Alive
## 536                                  2007        Alive
## 537                                  2007        Alive
## 538                                  2006        Alive
## 539                                  2006        Alive
## 540                                  2007        Alive
## 541                                  2007        Alive
## 542                                  2007         Dead
## 543                                  2006        Alive
## 544                                  2006        Alive
## 545                                  2006        Alive
## 546                                  2007        Alive
## 547                                  2007        Alive
## 548                                  2007        Alive
## 549                                  2009        Alive
## 550                                  2009        Alive
## 551                                  2007        Alive
## 552                                  2009        Alive
## 553                                  2009        Alive
## 554                                  2009        Alive
## 555                                  2010        Alive
## 556                                  2007        Alive
## 557                                  2007        Alive
## 558                                  2007        Alive
## 559                                  2009        Alive
## 560                                  2009        Alive
## 561                                  2009        Alive
## 562                                  2009        Alive
## 563                                  2009        Alive
## 564                                  2006        Alive
## 565                                  2006        Alive
## 566                                  2008         Dead
## 567                                  2008        Alive
## 568                                  2007        Alive
## 569                                  2008        Alive
## 570                                  2008        Alive
## 571                                  2009        Alive
## 572                                  2009        Alive
## 573                                  2008        Alive
## 574                                  2008        Alive
## 575                                  2008        Alive
## 576                                  2008        Alive
## 577                                  2007        Alive
## 578                                  2008        Alive
## 579                                  2008        Alive
## 580                                  2008        Alive
## 581                                  2008        Alive
## 582                                  2010        Alive
## 583                                  2009        Alive
## 584                                  2009        Alive
## 585                                  2009        Alive
## 586                                  2009        Alive
## 587                                  2007        Alive
## 588                                  2009        Alive
## 589                                  2006        Alive
## 590                                  2008        Alive
## 591                                  2009        Alive
## 592                                  2010        Alive
## 593                                  2010        Alive
## 594                                  2010        Alive
## 595                                  2008        Alive
## 596                                  2008        Alive
## 597                                  2008        Alive
## 598                                  2010        Alive
## 599                                  2010        Alive
## 600                                  2010        Alive
## 601                                  2010        Alive
## 602                                  2000         Dead
## 603                                  1999         Dead
## 604                                  2003         Dead
## 605                                  2001         Dead
## 606                                  2001         Dead
## 607                                  2003         Dead
## 608                                  2001         Dead
## 609                                  2001         Dead
## 610                                  2003         Dead
## 611                                  2003         Dead
## 612                                  2003         Dead
## 613                                  2001         Dead
## 614                                  1999         Dead
## 615                                  1999         Dead
## 616                                  1999         Dead
## 617                                  1999         Dead
## 618                                  1999         Dead
## 619                                  1999         Dead
## 620                                  1999         Dead
## 621                                  2000         Dead
## 622                                  2000         Dead
## 623                                  2000         Dead
## 624                                  1999         Dead
## 625                                  1996         Dead
## 626                                  1999         Dead
## 627                                  2000         Dead
## 628                                  1998         Dead
## 629                                  1998         Dead
## 630                                  1998         Dead
## 631                                  1998         Dead
## 632                                  1998         Dead
## 633                                  1998         Dead
## 634                                  1998         Dead
## 635                                  1998         Dead
## 636                                  1997         Dead
## 637                                  1997         Dead
## 638                                  1997         Dead
## 639                                  2011        Alive
## 640                                  2011        Alive
## 641                                  1996         Dead
## 642                                  1996         Dead
## 643                                  1995         Dead
## 644                                  1996         Dead
## 645                                  2010        Alive
## 646                                  2010        Alive
## 647                                  2011        Alive
## 648                                  2012         Dead
## 649                                  2004        Alive
## 650                                  2012        Alive
## 651                                  2012        Alive
## 652                                  2012        Alive
## 653                                  2012        Alive
## 654                                  2012        Alive
## 655                                  2012         Dead
## 656                                  2012        Alive
## 657                                  2012        Alive
## 658                                  2013        Alive
## 659                                  2010        Alive
## 660                                  2010        Alive
## 661                                  2010        Alive
## 662                                  2010        Alive
## 663                                  2010        Alive
## 664                                  2010        Alive
## 665                                  2010         Dead
## 666                                  2010        Alive
## 667                                  2010        Alive
## 668                                  2010        Alive
## 669                                  2010        Alive
## 670                                  2010        Alive
## 671                                  2010        Alive
## 672                                  2010        Alive
## 673                                  2010        Alive
## 674                                  2010        Alive
## 675                                  2010        Alive
## 676                                  2010        Alive
## 677                                  2010        Alive
## 678                                  2010        Alive
## 679                                  2010        Alive
## 680                                  2010        Alive
## 681                                  2010        Alive
## 682                                  2010        Alive
## 683                                  2010        Alive
## 684                                  2010        Alive
## 685                                  2010        Alive
## 686                                  2010        Alive
## 687                                  2010        Alive
## 688                                  2010        Alive
## 689                                  2010        Alive
## 690                                  2010        Alive
## 691                                  2010        Alive
## 692                                  2010        Alive
## 693                                  2010        Alive
## 694                                  2010        Alive
## 695                                  2010        Alive
## 696                                  2010        Alive
## 697                                  2010        Alive
## 698                                  2010        Alive
## 699                                  2010        Alive
## 700                                  2010        Alive
## 701                                  2011        Alive
## 702                                  2010         Dead
## 703                                  2011        Alive
## 704                                  2013        Alive
## 705                                  2013        Alive
## 706                                  2013        Alive
## 707                                  2010        Alive
## 708                                  2010        Alive
## 709                                  2010        Alive
## 710                                  2010        Alive
## 711                                  2010        Alive
## 712                                  2010        Alive
## 713                                  2010        Alive
## 714                                  2010        Alive
## 715                                  2010        Alive
## 716                                  2010        Alive
## 717                                  2010        Alive
## 718                                  2010        Alive
## 719                                  2010        Alive
## 720                                  2010        Alive
## 721                                  2010        Alive
## 722                                  2010        Alive
## 723                                  2010        Alive
## 724                                  2010        Alive
## 725                                  2010        Alive
## 726                                  2010        Alive
## 727                                  2010        Alive
## 728                                  2010        Alive
## 729                                  2010        Alive
## 730                                  2010        Alive
## 731                                  2010        Alive
## 732                                  2010        Alive
## 733                                  2010        Alive
## 734                                  2010        Alive
## 735                                  2010        Alive
## 736                                  2010        Alive
## 737                                  2010        Alive
## 738                                  2010        Alive
## 739                                  2010        Alive
## 740                                  2010        Alive
## 741                                  2010        Alive
## 742                                  2010         Dead
## 743                                  2010        Alive
## 744                                  2010        Alive
## 745                                  2010        Alive
## 746                                  2010        Alive
## 747                                  2010        Alive
## 748                                  2010        Alive
## 749                                  2010        Alive
## 750                                  2010        Alive
## 751                                  2010        Alive
## 752                                  2010        Alive
## 753                                  2010        Alive
## 754                                  2010        Alive
## 755                                  2010        Alive
## 756                                  2010        Alive
## 757                                  2011        Alive
## 758                                  2010        Alive
## 759                                  2010        Alive
## 760                                  2010        Alive
## 761                                  2010         Dead
## 762                                  2011        Alive
## 763                                  2011        Alive
## 764                                  2010        Alive
## 765                                  2010        Alive
## 766                                  2010        Alive
## 767                                  2011        Alive
## 768                                  2010        Alive
## 769                                  2011        Alive
## 770                                  2011        Alive
## 771                                  2011        Alive
## 772                                  2011        Alive
## 773                                  2011        Alive
## 774                                  2011        Alive
## 775                                  2011        Alive
## 776                                  2011        Alive
## 777                                  2011        Alive
## 778                                  2011        Alive
## 779                                  2011        Alive
## 780                                  2012        Alive
## 781                                  2012        Alive
## 782                                  2013         Dead
## 783                                  2013        Alive
## 784                                  2007        Alive
## 785                                  2006        Alive
## 786                                  2008        Alive
## 787                                  2009        Alive
## 788                                  2007        Alive
## 789                                  2007        Alive
## 790                                  2007        Alive
## 791                                  2008        Alive
## 792                                  2008        Alive
## 793                                  2008        Alive
## 794                                  2007        Alive
## 795                                  2008        Alive
## 796                                  2008        Alive
## 797                                  2008        Alive
## 798                                  2008        Alive
## 799                                  2008        Alive
## 800                                  2008        Alive
## 801                                  2008        Alive
## 802                                  2008        Alive
## 803                                  2008        Alive
## 804                                  2009        Alive
## 805                                  2009        Alive
## 806                                  2009         Dead
## 807                                  2009        Alive
## 808                                  2009        Alive
## 809                                  2009        Alive
## 810                                  2009        Alive
## 811                                  2009        Alive
## 812                                  2009        Alive
## 813                                  2009        Alive
## 814                                  2009        Alive
## 815                                  2009        Alive
## 816                                  2009        Alive
## 817                                  2009        Alive
## 818                                  2009        Alive
## 819                                  2009        Alive
## 820                                  2009        Alive
## 821                                  2009        Alive
## 822                                  2009        Alive
## 823                                  2009        Alive
## 824                                  2010        Alive
## 825                                  2010        Alive
## 826                                  2010         Dead
## 827                                  2010        Alive
## 828                                  2010        Alive
## 829                                  2010        Alive
## 830                                  2010        Alive
## 831                                  2010        Alive
## 832                                  2004        Alive
## 833                                  2007        Alive
## 834                                  2007        Alive
## 835                                  2008         Dead
## 836                                  2008        Alive
## 837                                  2008        Alive
## 838                                  2010        Alive
## 839                                  2010        Alive
## 840                                  2008        Alive
## 841                                  2008        Alive
## 842                                  2009        Alive
## 843                                  2008        Alive
## 844                                  2008        Alive
## 845                                  2009        Alive
## 846                                  2009        Alive
## 847                                  2009        Alive
## 848                                  2010        Alive
## 849                                  2009        Alive
## 850                                  2010        Alive
## 851                                  2007        Alive
## 852                                  2009        Alive
## 853                                  2008        Alive
## 854                                  2009        Alive
## 855                                  2009        Alive
## 856                                  2008        Alive
## 857                                  2008         Dead
## 858                                  2010        Alive
## 859                                  2002        Alive
## 860                                  2003        Alive
## 861                                  2008         Dead
## 862                                  2008        Alive
## 863                                  2010        Alive
## 864                                  2011         Dead
## 865                                  2011        Alive
## 866                                  2011        Alive
## 867                                  2012        Alive
## 868                                  2011        Alive
## 869                                  2011        Alive
## 870                                  2011        Alive
## 871                                  2011        Alive
## 872                                  2011        Alive
## 873                                  2013        Alive
## 874                                  2010        Alive
## 875                                  2010        Alive
## 876                                  2010        Alive
## 877                                  2010         Dead
## 878                                  2010        Alive
## 879                                  2011        Alive
## 880                                  2011        Alive
## 881                                  2011        Alive
## 882                                  2011        Alive
## 883                                  2011        Alive
## 884                                  2011         Dead
## 885                                  2011         Dead
## 886                                  2011        Alive
## 887                                  2011        Alive
## 888                                  2011        Alive
## 889                                  2011        Alive
## 890                                  2011        Alive
## 891                                  2010        Alive
## 892                                  2011        Alive
## 893                                  2011        Alive
## 894                                  2010        Alive
## 895                                  2011        Alive
## 896                                  2011        Alive
## 897                                  2011         Dead
## 898                                  2007        Alive
## 899                                  2011        Alive
## 900                                  2011        Alive
## 901                                  2011        Alive
## 902                                  2011        Alive
## 903                                  2011        Alive
## 904                                  2011        Alive
## 905                                  2011         Dead
## 906                                  2011        Alive
## 907                                  2011        Alive
## 908                                  2011        Alive
## 909                                  2011        Alive
## 910                                  2011        Alive
## 911                                  2011        Alive
## 912                                  2011        Alive
## 913                                  2011        Alive
## 914                                  2011        Alive
## 915                                  2011        Alive
## 916                                  2011        Alive
## 917                                  2011        Alive
## 918                                  2011        Alive
## 919                                  2011        Alive
## 920                                  2011        Alive
## 921                                  2011        Alive
## 922                                  2011        Alive
## 923                                  2011         Dead
## 924                                  2011        Alive
## 925                                  2011        Alive
## 926                                  2011        Alive
## 927                                  2011        Alive
## 928                                  2011        Alive
## 929                                  2012        Alive
## 930                                  2012        Alive
## 931                                  2012        Alive
## 932                                  2012        Alive
## 933                                  2012        Alive
## 934                                  2012        Alive
## 935                                  2012        Alive
## 936                                  2010        Alive
## 937                                  2008        Alive
## 938                                  2009        Alive
## 939                                  2010        Alive
## 940                                  2010        Alive
## 941                                  2010        Alive
## 942                                  2010        Alive
## 943                                  2010        Alive
## 944                                  2009        Alive
## 945                                  2009        Alive
## 946                                  2009        Alive
## 947                                  2009        Alive
## 948                                  2009        Alive
## 949                                  2008        Alive
## 950                                  2008        Alive
## 951                                  2008        Alive
## 952                                  2008        Alive
## 953                                  2009        Alive
## 954                                  2010        Alive
## 955                                  2010        Alive
## 956                                  2009        Alive
## 957                                  2010         Dead
## 958                                  2010        Alive
## 959                                  2009        Alive
## 960                                  2011        Alive
## 961                                  2010        Alive
## 962                                  2011        Alive
## 963                                  2010        Alive
## 964                                  2008        Alive
## 965                                  2010        Alive
## 966                                  2008        Alive
## 967                                  2008        Alive
## 968                                  2011        Alive
## 969                                  2011        Alive
## 970                                  2011        Alive
## 971                                  2011        Alive
## 972                                  2012        Alive
## 973                                  2012        Alive
## 974                                  2013        Alive
## 975                                  2013        Alive
## 976                                  2012        Alive
## 977                                  2012        Alive
## 978                                  2012        Alive
## 979                                  2004        Alive
## 980                                  2003        Alive
## 981                                  2006         Dead
## 982                                  1993         Dead
## 983                                  2006        Alive
## 984                                  2006        Alive
## 985                                  2007        Alive
## 986                                  2007        Alive
## 987                                  2007        Alive
## 988                                  2005        Alive
## 989                                  2005        Alive
## 990                                  2003        Alive
## 991                                  2004        Alive
## 992                                  2004        Alive
## 993                                  2006        Alive
## 994                                  2003        Alive
## 995                                  2009        Alive
## 996                                  2009        Alive
## 997                                  2007        Alive
## 998                                  2007        Alive
## 999                                  2007        Alive
## 1000                                 2011        Alive
## 1001                                 2011        Alive
## 1002                      [Not Available]        Alive
## 1003                      [Not Available]         Dead
## 1004                                 2011        Alive
## 1005                                 2011        Alive
## 1006                                 2012        Alive
## 1007                                 2013        Alive
## 1008                                 2013        Alive
## 1009                                 2013        Alive
## 1010                                 2013        Alive
## 1011                                 2012        Alive
## 1012                                 2012        Alive
## 1013                                 2012        Alive
## 1014                                 2012        Alive
## 1015                                 2012        Alive
## 1016                                 2012        Alive
## 1017                                 2013        Alive
## 1018                                 2013        Alive
## 1019                                 2013        Alive
## 1020                                 2012        Alive
## 1021                                 2013        Alive
## 1022                                 2013        Alive
## 1023                                 2013        Alive
## 1024                                 2013         Dead
## 1025                                 2013        Alive
## 1026                                 2013        Alive
## 1027                                 2013        Alive
## 1028                                 2013        Alive
## 1029                                 2013        Alive
## 1030                                 2011        Alive
## 1031                                 2012        Alive
## 1032                                 2012        Alive
## 1033                                 2009         Dead
## 1034                                 2009        Alive
## 1035                                 2009        Alive
## 1036                                 2009        Alive
## 1037                                 2010        Alive
## 1038                                 2011        Alive
## 1039                                 2010        Alive
## 1040                                 2011        Alive
## 1041                                 2011        Alive
## 1042                                 2012        Alive
## 1043                                 2012        Alive
## 1044                                 2012        Alive
## 1045                                 2008        Alive
## 1046                                 2008        Alive
## 1047                                 2010         Dead
## 1048                                 2010        Alive
## 1049                                 2011        Alive
## 1050                                 2012        Alive
## 1051                                 2013        Alive
## 1052                                 2012        Alive
## 1053                                 2012        Alive
## 1054                                 2011        Alive
## 1055                                 2013        Alive
## 1056                                 2005         Dead
## 1057                                 2006        Alive
## 1058                                 2007        Alive
## 1059                                 2013        Alive
## 1060                                 2013        Alive
## 1061                                 2013        Alive
## 1062                                 2013        Alive
## 1063                                 2013        Alive
## 1064                                 2013        Alive
## 1065                                 2013        Alive
## 1066                                 2013        Alive
## 1067                                 2013        Alive
## 1068                                 2013        Alive
## 1069                                 2013        Alive
## 1070                                 2013        Alive
## 1071                                 2013        Alive
## 1072                                 2013        Alive
## 1073                                 2013        Alive
## 1074                                 2013         Dead
## 1075                                 2009        Alive
## 1076                                 2013        Alive
## 1077                                 2010        Alive
## 1078                                 2012        Alive
## 1079                                 2013        Alive
## 1080                                 2013        Alive
## 1081                                 2005        Alive
## 1082                                 2005        Alive
##                                                                                  menopause_status
## 1    Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 2               Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 3               Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 4                                                                                       [Unknown]
## 5               Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 6               Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 7                                                                                       [Unknown]
## 8               Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 9                                                                                 [Not Available]
## 10   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 11   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 12              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 13   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 14                                                                                [Not Available]
## 15                                                                                [Not Available]
## 16                                                  Indeterminate (neither Pre or Postmenopausal)
## 17                                                                                [Not Available]
## 18              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 19              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 20                                                                                [Not Available]
## 21   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 22              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 23   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 24              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 25   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 26              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 27                                                 Peri (6-12 months since last menstrual period)
## 28   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 29   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 30   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 31              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 32              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 33   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 34   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 35              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 36              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 37              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 38              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 39              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 40              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 41              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 42              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 43              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 44   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 45              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 46                                                 Peri (6-12 months since last menstrual period)
## 47              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 48              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 49   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 50              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 51   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 52              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 53              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 54                                                 Peri (6-12 months since last menstrual period)
## 55              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 56              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 57              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 58              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 59              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 60              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 61              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 62              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 63              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 64              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 65              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 66              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 67              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 68              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 69   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 70              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 71              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 72              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 73              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 74   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 75              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 76   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 77   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 78   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 79              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 80              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 81              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 82              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 83              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 84              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 85              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 86   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 87              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 88   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 89              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 90              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 91              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 92              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 93              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 94              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 95   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 96              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 97              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 98   Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 99              Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 100  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 101  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 102  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 103             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 104  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 105             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 106  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 107  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 108             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 109  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 110             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 111  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 112  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 113             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 114             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 115  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 116             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 117  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 118             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 119  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 120             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 121             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 122             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 123             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 124                                                 Indeterminate (neither Pre or Postmenopausal)
## 125                                                 Indeterminate (neither Pre or Postmenopausal)
## 126             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 127             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 128             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 129  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 130             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 131             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 132             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 133             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 134  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 135             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 136             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 137             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 138             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 139  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 140             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 141             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 142  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 143             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 144             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 145             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 146             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 147             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 148             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 149             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 150  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 151  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 152             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 153             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 154             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 155             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 156             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 157             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 158             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 159                                                Peri (6-12 months since last menstrual period)
## 160  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 161                                                Peri (6-12 months since last menstrual period)
## 162             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 163             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 164             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 165             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 166             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 167             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 168             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 169             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 170             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 171             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 172             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 173             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 174             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 175  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 176             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 177             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 178             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 179             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 180             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 181             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 182             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 183             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 184  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 185             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 186             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 187             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 188                                                                               [Not Available]
## 189             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 190             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 191             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 192             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 193             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 194             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 195             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 196                                                                               [Not Available]
## 197             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 198             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 199  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 200             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 201  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 202             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 203             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 204             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 205             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 206  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 207             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 208             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 209             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 210  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 211             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 212             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 213             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 214  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 215             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 216             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 217  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 218             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 219             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 220             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 221  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 222             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 223             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 224             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 225             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 226             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 227             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 228             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 229             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 230             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 231             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 232  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 233             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 234             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 235             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 236             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 237             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 238             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 239             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 240             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 241             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 242             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 243             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 244             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 245                                                                               [Not Available]
## 246             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 247             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 248             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 249             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 250                                                                               [Not Available]
## 251                                                                               [Not Available]
## 252             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 253                                                                               [Not Available]
## 254             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 255                                                                               [Not Available]
## 256             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 257             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 258             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 259             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 260                                                Peri (6-12 months since last menstrual period)
## 261                                                                               [Not Available]
## 262             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 263             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 264             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 265             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 266                                                Peri (6-12 months since last menstrual period)
## 267                                                Peri (6-12 months since last menstrual period)
## 268             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 269                                                                               [Not Evaluated]
## 270             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 271             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 272             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 273             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 274             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 275                                                                               [Not Available]
## 276                                                                               [Not Available]
## 277                                                                               [Not Available]
## 278                                                                               [Not Evaluated]
## 279             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 280             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 281                                                                               [Not Available]
## 282             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 283                                                Peri (6-12 months since last menstrual period)
## 284                                                                                     [Unknown]
## 285                                                                                     [Unknown]
## 286             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 287             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 288             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 289             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 290             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 291             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 292             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 293  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 294             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 295             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 296                                                Peri (6-12 months since last menstrual period)
## 297             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 298             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 299             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 300             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 301  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 302             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 303  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 304             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 305             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 306             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 307  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 308                                                Peri (6-12 months since last menstrual period)
## 309             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 310             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 311             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 312                                                Peri (6-12 months since last menstrual period)
## 313             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 314             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 315             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 316             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 317             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 318  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 319             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 320             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 321             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 322             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 323             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 324             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 325             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 326             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 327             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 328             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 329  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 330  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 331  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 332             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 333             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 334             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 335             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 336  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 337  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 338                                                Peri (6-12 months since last menstrual period)
## 339  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 340             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 341  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 342  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 343             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 344             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 345             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 346             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 347  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 348  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 349             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 350             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 351             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 352             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 353             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 354             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 355             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 356             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 357  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 358  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 359             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 360  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 361             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 362  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 363  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 364             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 365  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 366  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 367  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 368  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 369             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 370  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 371  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 372             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 373                                                                               [Not Available]
## 374  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 375             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 376             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 377             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 378  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 379                                                Peri (6-12 months since last menstrual period)
## 380             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 381             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 382  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 383             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 384                                                                               [Not Available]
## 385             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 386  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 387  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 388             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 389  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 390  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 391  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 392             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 393  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 394             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 395             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 396  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 397             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 398  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 399             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 400  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 401             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 402             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 403             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 404             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 405             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 406             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 407  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 408  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 409             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 410             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 411             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 412             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 413             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 414  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 415                                                                               [Not Available]
## 416             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 417             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 418             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 419             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 420  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 421  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 422  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 423                                                Peri (6-12 months since last menstrual period)
## 424  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 425             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 426             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 427  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 428             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 429  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 430  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 431                                                Peri (6-12 months since last menstrual period)
## 432             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 433  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 434             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 435             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 436  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 437  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 438  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 439             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 440  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 441             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 442             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 443  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 444             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 445  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 446             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 447  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 448             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 449             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 450             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 451             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 452             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 453             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 454                                                 Indeterminate (neither Pre or Postmenopausal)
## 455                                                 Indeterminate (neither Pre or Postmenopausal)
## 456                                                 Indeterminate (neither Pre or Postmenopausal)
## 457                                                 Indeterminate (neither Pre or Postmenopausal)
## 458                                                 Indeterminate (neither Pre or Postmenopausal)
## 459                                                 Indeterminate (neither Pre or Postmenopausal)
## 460                                                 Indeterminate (neither Pre or Postmenopausal)
## 461             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 462  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 463                                                 Indeterminate (neither Pre or Postmenopausal)
## 464             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 465                                                 Indeterminate (neither Pre or Postmenopausal)
## 466                                                 Indeterminate (neither Pre or Postmenopausal)
## 467             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 468                                                 Indeterminate (neither Pre or Postmenopausal)
## 469                                                 Indeterminate (neither Pre or Postmenopausal)
## 470             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 471                                                 Indeterminate (neither Pre or Postmenopausal)
## 472                                                 Indeterminate (neither Pre or Postmenopausal)
## 473                                                 Indeterminate (neither Pre or Postmenopausal)
## 474                                                 Indeterminate (neither Pre or Postmenopausal)
## 475                                                 Indeterminate (neither Pre or Postmenopausal)
## 476                                                                               [Not Available]
## 477                                                 Indeterminate (neither Pre or Postmenopausal)
## 478             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 479             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 480             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 481             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 482                                                 Indeterminate (neither Pre or Postmenopausal)
## 483                                                 Indeterminate (neither Pre or Postmenopausal)
## 484                                                 Indeterminate (neither Pre or Postmenopausal)
## 485                                                 Indeterminate (neither Pre or Postmenopausal)
## 486                                                 Indeterminate (neither Pre or Postmenopausal)
## 487             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 488             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 489                                                 Indeterminate (neither Pre or Postmenopausal)
## 490  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 491  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 492                                                 Indeterminate (neither Pre or Postmenopausal)
## 493                                                 Indeterminate (neither Pre or Postmenopausal)
## 494                                                 Indeterminate (neither Pre or Postmenopausal)
## 495             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 496             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 497             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 498             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 499             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 500             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 501             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 502                                                 Indeterminate (neither Pre or Postmenopausal)
## 503                                                                                     [Unknown]
## 504                                                                                     [Unknown]
## 505                                                                                     [Unknown]
## 506                                                                                     [Unknown]
## 507                                                                                     [Unknown]
## 508  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 509             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 510                                                                                     [Unknown]
## 511  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 512                                                                               [Not Available]
## 513             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 514             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 515  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 516                                                Peri (6-12 months since last menstrual period)
## 517             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 518             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 519                                                                               [Not Available]
## 520  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 521  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 522             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 523  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 524  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 525             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 526  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 527             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 528             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 529  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 530  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 531             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 532  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 533             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 534  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 535             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 536             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 537                                                                               [Not Available]
## 538             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 539             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 540             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 541             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 542             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 543  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 544                                                Peri (6-12 months since last menstrual period)
## 545                                                                               [Not Available]
## 546             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 547  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 548             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 549             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 550  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 551             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 552             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 553             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 554  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 555             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 556  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 557                                                Peri (6-12 months since last menstrual period)
## 558             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 559  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 560  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 561                                                Peri (6-12 months since last menstrual period)
## 562  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 563             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 564             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 565             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 566             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 567             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 568             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 569                                                Peri (6-12 months since last menstrual period)
## 570             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 571             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 572             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 573  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 574             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 575             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 576             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 577             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 578  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 579             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 580             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 581             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 582             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 583             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 584             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 585  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 586             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 587             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 588                                                Peri (6-12 months since last menstrual period)
## 589             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 590             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 591             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 592             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 593                                                 Indeterminate (neither Pre or Postmenopausal)
## 594                                                                               [Not Available]
## 595                                                                               [Not Available]
## 596                                                                               [Not Available]
## 597                                                                               [Not Available]
## 598                                                Peri (6-12 months since last menstrual period)
## 599             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 600             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 601             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 602                                                                               [Not Available]
## 603                                                                               [Not Available]
## 604                                                                               [Not Available]
## 605                                                                               [Not Available]
## 606                                                                               [Not Available]
## 607                                                                               [Not Available]
## 608                                                                               [Not Available]
## 609                                                                               [Not Available]
## 610             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 611             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 612             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 613                                                                               [Not Available]
## 614             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 615             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 616  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 617                                                                               [Not Available]
## 618             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 619                                                                               [Not Available]
## 620  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 621             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 622             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 623             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 624                                                                               [Not Available]
## 625                                                                               [Not Available]
## 626             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 627             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 628             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 629             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 630                                                                               [Not Available]
## 631             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 632                                                                               [Not Available]
## 633                                                                               [Not Available]
## 634                                                                               [Not Available]
## 635                                                                               [Not Available]
## 636                                                                               [Not Available]
## 637                                                                               [Not Available]
## 638                                                                               [Not Available]
## 639             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 640             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 641             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 642             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 643                                                                               [Not Available]
## 644             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 645                                                                               [Not Available]
## 646  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 647  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 648             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 649             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 650  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 651             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 652             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 653                                                                                     [Unknown]
## 654             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 655             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 656             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 657                                                Peri (6-12 months since last menstrual period)
## 658                                                                                     [Unknown]
## 659             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 660             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 661             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 662             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 663  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 664             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 665             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 666  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 667  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 668             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 669  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 670             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 671  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 672                                                Peri (6-12 months since last menstrual period)
## 673                                                Peri (6-12 months since last menstrual period)
## 674             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 675             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 676             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 677                                                Peri (6-12 months since last menstrual period)
## 678             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 679  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 680             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 681             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 682  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 683  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 684  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 685                                                Peri (6-12 months since last menstrual period)
## 686                                                Peri (6-12 months since last menstrual period)
## 687  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 688             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 689             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 690  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 691                                                Peri (6-12 months since last menstrual period)
## 692             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 693             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 694             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 695             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 696  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 697             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 698             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 699             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 700                                                Peri (6-12 months since last menstrual period)
## 701                                                Peri (6-12 months since last menstrual period)
## 702             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 703             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 704             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 705             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 706                                                Peri (6-12 months since last menstrual period)
## 707             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 708             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 709             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 710                                                 Indeterminate (neither Pre or Postmenopausal)
## 711             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 712             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 713             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 714                                                 Indeterminate (neither Pre or Postmenopausal)
## 715             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 716             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 717             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 718             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 719             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 720  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 721             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 722             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 723             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 724             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 725             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 726             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 727             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 728             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 729             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 730             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 731             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 732             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 733             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 734             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 735             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 736             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 737  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 738             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 739             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 740             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 741             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 742             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 743  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 744  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 745             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 746             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 747             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 748  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 749             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 750             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 751             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 752             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 753                                                                               [Not Available]
## 754             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 755             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 756             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 757             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 758             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 759             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 760             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 761             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 762             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 763             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 764             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 765  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 766             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 767             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 768             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 769             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 770             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 771             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 772  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 773             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 774             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 775             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 776             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 777             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 778             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 779             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 780             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 781             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 782             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 783             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 784             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 785  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 786             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 787             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 788             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 789  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 790             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 791             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 792             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 793  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 794  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 795             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 796             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 797  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 798             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 799             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 800             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 801             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 802             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 803                                                                               [Not Available]
## 804             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 805  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 806             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 807             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 808             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 809  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 810             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 811             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 812             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 813  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 814  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 815  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 816             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 817  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 818  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 819             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 820             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 821  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 822  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 823  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 824             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 825             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 826             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 827             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 828             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 829             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 830             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 831             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 832             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 833             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 834             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 835             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 836  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 837  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 838             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 839             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 840             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 841             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 842  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 843             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 844             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 845             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 846             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 847             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 848             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 849  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 850             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 851  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 852  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 853             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 854  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 855             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 856  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 857             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 858                                                Peri (6-12 months since last menstrual period)
## 859             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 860             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 861             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 862             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 863  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 864             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 865             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 866  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 867             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 868  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 869             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 870                                                Peri (6-12 months since last menstrual period)
## 871  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 872             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 873             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 874             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 875  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 876             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 877             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 878             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 879             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 880             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 881             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 882             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 883  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 884             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 885             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 886             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 887             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 888             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 889             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 890             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 891             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 892             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 893             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 894             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 895             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 896  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 897  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 898             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 899             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 900             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 901             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 902             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 903             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 904  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 905  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 906  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 907             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 908  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 909             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 910             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 911  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 912             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 913             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 914  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 915                                                Peri (6-12 months since last menstrual period)
## 916             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 917  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 918             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 919                                                Peri (6-12 months since last menstrual period)
## 920  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 921             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 922             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 923             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 924             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 925  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 926             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 927  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 928             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 929             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 930             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 931             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 932             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 933  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 934             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 935  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 936             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 937                                                Peri (6-12 months since last menstrual period)
## 938  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 939             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 940  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 941  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 942             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 943             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 944             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 945             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 946             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 947  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 948             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 949             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 950             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 951             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 952  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 953  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 954             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 955             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 956             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 957             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 958             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 959             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 960             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 961                                                                               [Not Available]
## 962             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 963             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 964             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 965             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 966             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 967  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 968  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 969             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 970                                                                               [Not Evaluated]
## 971             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 972             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 973                                                                               [Not Evaluated]
## 974                                                                               [Not Available]
## 975                                                                               [Not Available]
## 976                                                                               [Not Available]
## 977                                                                               [Not Available]
## 978                                                                               [Not Available]
## 979                                                                               [Not Available]
## 980             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 981             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 982             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 983             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 984             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 985             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 986             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 987             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 988  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 989             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 990                                                Peri (6-12 months since last menstrual period)
## 991             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 992             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 993             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 994             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 995             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 996  Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 997             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 998             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 999             Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1000            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1001            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1002            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1003 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1004            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1005            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1006                                                                              [Not Evaluated]
## 1007                                                                              [Not Available]
## 1008 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1009            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1010            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1011            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1012            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1013            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1014            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1015            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1016            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1017            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1018 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1019            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1020            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1021            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1022            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1023            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1024            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1025            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1026 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1027            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1028            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1029            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1030            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1031                                                                              [Not Available]
## 1032                                                                                    [Unknown]
## 1033            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1034            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1035 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1036            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1037            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1038 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1039 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1040 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1041            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1042            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1043            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1044            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1045                                                                              [Not Evaluated]
## 1046            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1047            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1048            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1049            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1050 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1051                                                                              [Not Available]
## 1052                                                                                    [Unknown]
## 1053 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1054                                                                                    [Unknown]
## 1055            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1056            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1057            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1058 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1059                                                                                    [Unknown]
## 1060 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1061 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1062 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 1063            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1064            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1065                                                                                    [Unknown]
## 1066            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1067            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1068            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1069            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1070            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1071            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1072            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1073            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1074            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1075            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1076            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1077            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1078            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1079            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1080            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1081            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 1082 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
##      tumor_status   margin_status days_to_last_followup      prior_dx
## 1      WITH TUMOR        Negative                  4047            No
## 2      TUMOR FREE        Negative                  4005            No
## 3      TUMOR FREE        Negative                  1474            No
## 4      TUMOR FREE           Close                  1448            No
## 5      TUMOR FREE        Negative                   348            No
## 6      TUMOR FREE        Positive                  1477           Yes
## 7            <NA>       [Unknown]                   303            No
## 8      TUMOR FREE        Negative                   259            No
## 9            <NA>        Negative                   437            No
## 10     TUMOR FREE        Negative                  1321            No
## 11     TUMOR FREE        Negative                  1463            No
## 12           <NA>        Negative                   434            No
## 13     TUMOR FREE        Negative                  1437            No
## 14     TUMOR FREE        Negative                   635            No
## 15     TUMOR FREE        Negative                   416            No
## 16     WITH TUMOR        Negative       [Not Available]            No
## 17     TUMOR FREE        Negative                   242            No
## 18     TUMOR FREE        Negative                  1196            No
## 19     TUMOR FREE        Negative                   852            No
## 20     TUMOR FREE        Negative                   584           Yes
## 21     TUMOR FREE        Negative                   554            No
## 22     TUMOR FREE        Negative                  4354            No
## 23     WITH TUMOR        Positive       [Not Available]            No
## 24     TUMOR FREE        Negative                  2385            No
## 25     TUMOR FREE        Negative                  3709            No
## 26     TUMOR FREE        Negative                  2246            No
## 27     TUMOR FREE        Negative                  2654            No
## 28     WITH TUMOR        Negative       [Not Available]            No
## 29     TUMOR FREE        Negative                  3102            No
## 30     TUMOR FREE        Negative                  1686            No
## 31     TUMOR FREE        Negative                  1099            No
## 32     TUMOR FREE        Negative                  4159            No
## 33     TUMOR FREE        Positive                  3015            No
## 34     WITH TUMOR        Negative       [Not Available]            No
## 35     TUMOR FREE        Positive                  3409            No
## 36     TUMOR FREE        Negative                  2813            No
## 37     TUMOR FREE        Negative                  2695            No
## 38     TUMOR FREE           Close                  3283            No
## 39     TUMOR FREE        Positive                  2298            No
## 40     TUMOR FREE        Negative                  2289            No
## 41     TUMOR FREE           Close       [Not Available]            No
## 42     TUMOR FREE        Negative                  3011            No
## 43     TUMOR FREE        Negative                  3283            No
## 44     TUMOR FREE        Negative                  1728            No
## 45     TUMOR FREE        Negative                  1673            No
## 46     TUMOR FREE        Positive                  1616            No
## 47     TUMOR FREE        Negative                  2048            No
## 48     TUMOR FREE        Negative                  1051            No
## 49     TUMOR FREE        Negative                  1027            No
## 50     TUMOR FREE        Negative                  1873            No
## 51     TUMOR FREE        Negative                   767            No
## 52     TUMOR FREE        Negative                  3094            No
## 53     TUMOR FREE        Negative                  2718            No
## 54     TUMOR FREE           Close                  2442            No
## 55     TUMOR FREE        Negative                  3603            No
## 56     TUMOR FREE        Negative                  2426            No
## 57     TUMOR FREE        Negative                  2263            No
## 58     TUMOR FREE        Negative                  2190            No
## 59     TUMOR FREE        Negative                  1066            No
## 60     TUMOR FREE        Negative                  1043            No
## 61     TUMOR FREE        Negative                   968            No
## 62     WITH TUMOR        Positive                   905            No
## 63     TUMOR FREE        Negative                   752            No
## 64     TUMOR FREE        Negative                  1925            No
## 65     WITH TUMOR        Negative                  3017            No
## 66     TUMOR FREE        Negative                  1662            No
## 67     WITH TUMOR        Positive       [Not Available]            No
## 68     WITH TUMOR        Negative       [Not Available]            No
## 69     WITH TUMOR        Negative                  1534            No
## 70     TUMOR FREE        Negative                  1347            No
## 71     TUMOR FREE        Negative                   533            No
## 72     TUMOR FREE        Negative                   521            No
## 73     WITH TUMOR           Close       [Not Available]            No
## 74     TUMOR FREE        Negative                  1516            No
## 75     TUMOR FREE        Negative                   624            No
## 76     TUMOR FREE        Negative                   531            No
## 77     TUMOR FREE        Negative                   575            No
## 78     TUMOR FREE        Negative                   631            No
## 79     WITH TUMOR           Close                   990            No
## 80     TUMOR FREE        Negative                   769            No
## 81     TUMOR FREE        Negative                   554            No
## 82     TUMOR FREE        Negative                  1535            No
## 83     TUMOR FREE        Negative                   666            No
## 84     TUMOR FREE        Negative                   659            No
## 85     TUMOR FREE        Negative                  1505            No
## 86     WITH TUMOR        Negative                   566            No
## 87     TUMOR FREE           Close                   588            No
## 88     TUMOR FREE        Negative                  1474            No
## 89     TUMOR FREE        Negative                   965            No
## 90     TUMOR FREE        Negative       [Not Available]            No
## 91     TUMOR FREE        Negative                   714            No
## 92     TUMOR FREE        Negative                   528            No
## 93     TUMOR FREE        Negative                  1847            No
## 94     TUMOR FREE        Negative                   683            No
## 95     TUMOR FREE        Negative                   616            No
## 96     TUMOR FREE        Negative                   584            No
## 97     TUMOR FREE        Negative                   595           Yes
## 98     TUMOR FREE        Negative                   501            No
## 99     TUMOR FREE           Close                  1596            No
## 100    TUMOR FREE        Negative                  3276           Yes
## 101    WITH TUMOR           Close                  1291            No
## 102    TUMOR FREE        Negative                   523            No
## 103    TUMOR FREE        Positive                   552            No
## 104    TUMOR FREE        Negative                  3204            No
## 105    TUMOR FREE        Negative                   322            No
## 106    TUMOR FREE        Negative                  1102            No
## 107    TUMOR FREE        Positive                  1206            No
## 108    WITH TUMOR        Negative       [Not Available]            No
## 109    TUMOR FREE        Negative                  2770            No
## 110    WITH TUMOR        Negative       [Not Available]            No
## 111    TUMOR FREE        Negative                   996            No
## 112    TUMOR FREE        Negative                  1712            No
## 113    TUMOR FREE        Negative                  1168            No
## 114    WITH TUMOR        Negative                  1064            No
## 115    TUMOR FREE        Negative                  1532            No
## 116    TUMOR FREE           Close                  1546            No
## 117    TUMOR FREE        Negative                   222            No
## 118    TUMOR FREE        Negative                   742            No
## 119    TUMOR FREE        Negative                   648            No
## 120    TUMOR FREE        Negative                   706            No
## 121    TUMOR FREE        Negative                   820            No
## 122    TUMOR FREE        Negative                   643            No
## 123    TUMOR FREE        Negative                   666            No
## 124    TUMOR FREE        Negative                  1165           Yes
## 125    TUMOR FREE        Negative                  1074            No
## 126    TUMOR FREE           Close                  1043            No
## 127    TUMOR FREE        Negative                  1079            No
## 128    TUMOR FREE        Positive                   931            No
## 129    TUMOR FREE        Negative                  1139            No
## 130    TUMOR FREE        Negative                  1085            No
## 131    TUMOR FREE           Close                  1007            No
## 132    TUMOR FREE        Negative                   965            No
## 133    WITH TUMOR        Negative                   326            No
## 134    TUMOR FREE        Negative                   765            No
## 135    TUMOR FREE        Negative                   718           Yes
## 136    TUMOR FREE        Negative                   899            No
## 137    TUMOR FREE        Negative                   954           Yes
## 138    TUMOR FREE        Negative                   738           Yes
## 139    TUMOR FREE        Negative                   722            No
## 140    WITH TUMOR        Negative                   724           Yes
## 141    TUMOR FREE        Negative                   661           Yes
## 142    TUMOR FREE        Negative                   627            No
## 143    TUMOR FREE        Negative                   679           Yes
## 144    TUMOR FREE        Negative                   345            No
## 145    TUMOR FREE        Negative                   322            No
## 146    TUMOR FREE        Negative                   313            No
## 147    TUMOR FREE        Negative                   343           Yes
## 148    WITH TUMOR        Negative                   408            No
## 149    WITH TUMOR        Negative                   447            No
## 150    TUMOR FREE        Negative                   364           Yes
## 151    TUMOR FREE        Negative                   454            No
## 152    TUMOR FREE        Negative                   418            No
## 153    TUMOR FREE        Negative                   446            No
## 154    TUMOR FREE        Negative                   441            No
## 155    TUMOR FREE        Negative                   644            No
## 156    TUMOR FREE        Positive                   545            No
## 157    TUMOR FREE        Negative                   448            No
## 158    TUMOR FREE        Negative                   368            No
## 159    TUMOR FREE        Negative                   326            No
## 160    TUMOR FREE       [Unknown]                   336           Yes
## 161    TUMOR FREE        Negative                   313            No
## 162    TUMOR FREE           Close                   285            No
## 163    TUMOR FREE        Negative                   317            No
## 164    TUMOR FREE        Negative                   266            No
## 165    TUMOR FREE        Negative                     0            No
## 166    TUMOR FREE        Negative                   396            No
## 167    TUMOR FREE        Negative                   396            No
## 168    TUMOR FREE        Negative                    31            No
## 169    TUMOR FREE        Negative                   547            No
## 170    TUMOR FREE        Negative                  1614           Yes
## 171    TUMOR FREE        Negative       [Not Available]           Yes
## 172    TUMOR FREE        Negative       [Not Available]            No
## 173    TUMOR FREE        Negative                   791            No
## 174          <NA> [Not Available]                    31            No
## 175    TUMOR FREE        Negative                   518            No
## 176    TUMOR FREE        Negative                  1642            No
## 177    TUMOR FREE        Negative                   274            No
## 178    TUMOR FREE        Negative                  1308            No
## 179    TUMOR FREE        Negative                  1034            No
## 180    TUMOR FREE        Negative                   608           Yes
## 181    TUMOR FREE        Negative                   577            No
## 182    TUMOR FREE        Negative                   577            No
## 183    TUMOR FREE        Negative                   426            No
## 184    TUMOR FREE        Negative                   365            No
## 185    TUMOR FREE        Negative                   975            No
## 186    TUMOR FREE        Negative                   304            No
## 187    TUMOR FREE        Negative                   334            No
## 188          <NA>        Positive                   273            No
## 189    WITH TUMOR        Positive                   243            No
## 190    TUMOR FREE        Negative                   760            No
## 191    WITH TUMOR        Positive                   304            No
## 192    TUMOR FREE        Negative                  1371            No
## 193    TUMOR FREE        Negative                     0            No
## 194    TUMOR FREE        Negative                   -31            No
## 195    TUMOR FREE        Negative                     0            No
## 196    TUMOR FREE        Negative                  1124            No
## 197    TUMOR FREE        Negative                   396            No
## 198    TUMOR FREE        Negative                    30            No
## 199    TUMOR FREE        Negative                  1156            No
## 200    TUMOR FREE        Negative                   881            No
## 201    TUMOR FREE        Negative                   607            No
## 202    TUMOR FREE        Negative                     0            No
## 203    TUMOR FREE        Negative                   365            No
## 204    WITH TUMOR        Positive       [Not Available]            No
## 205    TUMOR FREE        Negative       [Not Available]            No
## 206    WITH TUMOR        Positive                   943            No
## 207    TUMOR FREE        Negative                   943            No
## 208    TUMOR FREE        Negative                    30            No
## 209    WITH TUMOR        Positive                  2830            No
## 210    TUMOR FREE        Negative                  1308            No
## 211    TUMOR FREE        Negative                  1217            No
## 212    TUMOR FREE        Negative                     0            No
## 213    TUMOR FREE        Negative                  1004           Yes
## 214    TUMOR FREE        Negative                   942            No
## 215    TUMOR FREE        Negative                   546           Yes
## 216    TUMOR FREE        Negative                     0            No
## 217    TUMOR FREE        Negative                  1277            No
## 218    TUMOR FREE        Negative                     0            No
## 219    TUMOR FREE        Negative                   365            No
## 220          <NA> [Not Available]                   304            No
## 221    WITH TUMOR        Positive                   304            No
## 222    TUMOR FREE        Negative                   365            No
## 223          <NA> [Not Available]                    31           Yes
## 224    TUMOR FREE        Negative                  1522            No
## 225    TUMOR FREE        Negative                     0            No
## 226    TUMOR FREE        Negative                  1371           Yes
## 227    TUMOR FREE        Negative                  1006            No
## 228    TUMOR FREE        Negative                    31            No
## 229    WITH TUMOR        Positive                   761            No
## 230    TUMOR FREE        Negative                   273            No
## 231    TUMOR FREE        Negative                   579            No
## 232    TUMOR FREE        Negative                   457            No
## 233          <NA> [Not Available]                    30            No
## 234          <NA> [Not Available]       [Not Available]            No
## 235    WITH TUMOR        Positive                     0            No
## 236    TUMOR FREE        Negative                   365            No
## 237    TUMOR FREE        Negative                   579            No
## 238    TUMOR FREE        Negative                   396            No
## 239    TUMOR FREE        Negative                   640            No
## 240    TUMOR FREE        Negative                    30            No
## 241    TUMOR FREE        Negative                   822            No
## 242    TUMOR FREE        Negative                   518            No
## 243    TUMOR FREE        Negative                  1157            No
## 244    TUMOR FREE        Negative                   585            No
## 245    TUMOR FREE        Negative                   698            No
## 246    TUMOR FREE        Negative                  2248            No
## 247    WITH TUMOR        Negative                    81            No
## 248    TUMOR FREE        Negative                   677            No
## 249    TUMOR FREE        Negative                  2222            No
## 250    TUMOR FREE        Negative                  3022            No
## 251    TUMOR FREE        Negative                  1234            No
## 252    WITH TUMOR        Negative                  2240            No
## 253    TUMOR FREE        Negative                  2759            No
## 254    TUMOR FREE        Negative                  1853            No
## 255    TUMOR FREE        Negative                  2650            No
## 256    WITH TUMOR        Negative       [Not Available]            No
## 257    TUMOR FREE        Negative                  2255            No
## 258    TUMOR FREE        Negative                  1005            No
## 259    TUMOR FREE        Negative                   588            No
## 260    WITH TUMOR        Negative                    69            No
## 261    TUMOR FREE        Negative                   987            No
## 262    TUMOR FREE        Negative                    17            No
## 263    TUMOR FREE        Negative                   496            No
## 264    TUMOR FREE        Negative                   451            No
## 265    TUMOR FREE        Negative                   675            No
## 266    TUMOR FREE           Close                   734            No
## 267    TUMOR FREE        Negative                   762            No
## 268    TUMOR FREE        Negative                   456            No
## 269    TUMOR FREE           Close                   504           Yes
## 270    TUMOR FREE        Negative                   602           Yes
## 271    TUMOR FREE        Negative                   471            No
## 272    TUMOR FREE        Negative                   707            No
## 273    TUMOR FREE        Negative                   754            No
## 274    TUMOR FREE        Negative                   890            No
## 275    TUMOR FREE        Negative                   511            No
## 276    TUMOR FREE        Negative                   588           Yes
## 277    TUMOR FREE        Negative                   455            No
## 278    WITH TUMOR        Negative                     2            No
## 279    TUMOR FREE        Negative                   417           Yes
## 280    TUMOR FREE        Positive                   530            No
## 281    TUMOR FREE        Negative                   568            No
## 282    TUMOR FREE        Negative                   413            No
## 283    TUMOR FREE        Negative                   373            No
## 284    TUMOR FREE        Negative                    51            No
## 285    TUMOR FREE        Negative                   250            No
## 286    TUMOR FREE        Negative                     1            No
## 287    TUMOR FREE        Negative                   614            No
## 288    TUMOR FREE        Negative                    34            No
## 289    TUMOR FREE        Negative                    40            No
## 290    TUMOR FREE        Negative                    70            No
## 291    TUMOR FREE        Negative                    10            No
## 292    TUMOR FREE        Negative                    10            No
## 293    TUMOR FREE        Negative                     7            No
## 294    TUMOR FREE        Negative                    10            No
## 295    TUMOR FREE        Positive                    19            No
## 296    TUMOR FREE        Positive                    90            No
## 297    TUMOR FREE        Positive                    54            No
## 298    TUMOR FREE        Positive                    52            No
## 299    TUMOR FREE        Negative                   303            No
## 300    TUMOR FREE        Negative                   224            No
## 301    TUMOR FREE        Negative                   227            No
## 302    TUMOR FREE        Negative                     5            No
## 303    TUMOR FREE        Negative                    10            No
## 304    TUMOR FREE        Negative                    10            No
## 305    TUMOR FREE        Negative                    10            No
## 306    TUMOR FREE        Negative                   196            No
## 307    TUMOR FREE        Negative                   172            No
## 308    TUMOR FREE        Negative                   242            No
## 309    TUMOR FREE        Negative                   213            No
## 310    TUMOR FREE        Negative                   231            No
## 311    TUMOR FREE        Negative                   218            No
## 312    TUMOR FREE        Negative                   210            No
## 313    TUMOR FREE        Negative                   214            No
## 314    TUMOR FREE        Negative                    10            No
## 315    TUMOR FREE        Negative                    11            No
## 316    TUMOR FREE        Negative                    10            No
## 317    TUMOR FREE        Negative                    10            No
## 318    TUMOR FREE        Negative                    10            No
## 319    TUMOR FREE        Negative                    16            No
## 320    TUMOR FREE        Negative                   163            No
## 321    TUMOR FREE        Negative                    10            No
## 322    TUMOR FREE        Negative                   375            No
## 323    TUMOR FREE        Negative                     9            No
## 324    TUMOR FREE        Negative                    10            No
## 325    TUMOR FREE        Negative                    10            No
## 326    TUMOR FREE        Negative                    10            No
## 327    TUMOR FREE        Negative                    10            No
## 328    TUMOR FREE        Negative                   162            No
## 329    TUMOR FREE        Negative                   170            No
## 330    TUMOR FREE        Negative                  2442            No
## 331    TUMOR FREE        Negative                  1866            No
## 332    WITH TUMOR        Negative                  2031            No
## 333    TUMOR FREE        Negative       [Not Available]            No
## 334    WITH TUMOR           Close                  2576            No
## 335    TUMOR FREE        Negative                  2091            No
## 336    TUMOR FREE        Negative                  1456            No
## 337    TUMOR FREE        Negative       [Not Available]            No
## 338    TUMOR FREE        Negative                   886            No
## 339    TUMOR FREE        Negative                   997            No
## 340    TUMOR FREE        Negative                   651            No
## 341    TUMOR FREE        Negative                  1587            No
## 342    WITH TUMOR           Close                   705            No
## 343    TUMOR FREE        Negative                  1140            No
## 344    TUMOR FREE        Negative                   618            No
## 345    TUMOR FREE        Negative                   680            No
## 346    WITH TUMOR        Negative                  1613            No
## 347    WITH TUMOR        Negative                   655            No
## 348    TUMOR FREE        Negative                  1542            No
## 349    TUMOR FREE        Negative                  1547            No
## 350    TUMOR FREE        Negative                  2190            No
## 351    TUMOR FREE        Positive                  2335            No
## 352    TUMOR FREE        Negative                  1980            No
## 353    TUMOR FREE           Close                   798            No
## 354    TUMOR FREE        Negative                  1528            No
## 355    TUMOR FREE        Negative                  1887            No
## 356    TUMOR FREE        Negative                  1683            No
## 357    TUMOR FREE        Negative                  2184            No
## 358    TUMOR FREE        Negative                  3506            No
## 359    TUMOR FREE        Negative                  3019            No
## 360    TUMOR FREE        Negative                  3307            No
## 361    TUMOR FREE        Negative                  3248            No
## 362    TUMOR FREE        Negative                  3286            No
## 363    TUMOR FREE           Close                  2755            No
## 364    TUMOR FREE        Negative                  2989            No
## 365    TUMOR FREE        Negative                  1994            No
## 366    TUMOR FREE        Negative                  2515            No
## 367    TUMOR FREE        Negative                  1743            No
## 368    TUMOR FREE        Negative                  1471            No
## 369    TUMOR FREE        Negative                  1266            No
## 370    TUMOR FREE        Negative                  1234            No
## 371    TUMOR FREE        Negative                   448            No
## 372    TUMOR FREE        Negative                  2513            No
## 373    TUMOR FREE        Negative                  1882            No
## 374    TUMOR FREE        Negative                  2513            No
## 375    TUMOR FREE        Negative                    16            No
## 376    TUMOR FREE        Negative                   541 [Discrepancy]
## 377    TUMOR FREE        Negative                   754            No
## 378    TUMOR FREE        Negative                   819            No
## 379    TUMOR FREE        Negative                  3957            No
## 380    TUMOR FREE        Negative       [Not Available]           Yes
## 381    TUMOR FREE        Negative                   475            No
## 382    TUMOR FREE        Negative                   989            No
## 383    TUMOR FREE        Negative                    78           Yes
## 384    TUMOR FREE        Negative                  1001           Yes
## 385    TUMOR FREE        Negative                   304           Yes
## 386    TUMOR FREE        Negative                  4275            No
## 387    TUMOR FREE        Negative                  2991            No
## 388          <NA>        Negative       [Not Available]            No
## 389    TUMOR FREE        Negative                  2558            No
## 390    TUMOR FREE        Negative                  3316            No
## 391    TUMOR FREE        Negative                   709            No
## 392    TUMOR FREE        Negative                  2288            No
## 393    TUMOR FREE        Negative                  3009            No
## 394    TUMOR FREE        Negative                  1972            No
## 395    WITH TUMOR        Negative       [Not Available]            No
## 396          <NA>        Negative                  2316            No
## 397    TUMOR FREE        Negative                  1988            No
## 398    WITH TUMOR        Negative       [Not Available]            No
## 399    TUMOR FREE        Negative                  4080            No
## 400    TUMOR FREE        Negative                  3261            No
## 401    TUMOR FREE        Negative                  3807            No
## 402    TUMOR FREE        Negative                  3296            No
## 403    TUMOR FREE        Negative                  3072            No
## 404    TUMOR FREE        Negative                  3159            No
## 405    TUMOR FREE        Negative                  2971            No
## 406    TUMOR FREE        Negative                  2991            No
## 407    TUMOR FREE        Negative                  2920            No
## 408    TUMOR FREE        Negative                  2618            No
## 409    TUMOR FREE        Negative                  2856            No
## 410    TUMOR FREE        Negative                  3021            No
## 411    WITH TUMOR        Negative       [Not Available]           Yes
## 412    TUMOR FREE        Negative                  1150            No
## 413          <NA>        Negative       [Not Available]            No
## 414    TUMOR FREE        Negative                  2868            No
## 415    TUMOR FREE        Negative                  1864            No
## 416    TUMOR FREE        Negative                  2632            No
## 417    TUMOR FREE        Negative                  2629            No
## 418    TUMOR FREE        Negative                  1026            No
## 419    TUMOR FREE        Negative                  4894            No
## 420    TUMOR FREE        Negative                  1548            No
## 421    WITH TUMOR        Negative                  2221            No
## 422    TUMOR FREE        Negative                  3660            No
## 423    TUMOR FREE        Negative                  3035            No
## 424    WITH TUMOR        Negative                  3607            No
## 425          <NA>        Negative                    84            No
## 426    TUMOR FREE        Negative                  3172            No
## 427    TUMOR FREE        Negative                  3430            No
## 428          <NA>        Negative                  2976            No
## 429    TUMOR FREE        Negative                  3202            No
## 430    TUMOR FREE        Negative                  2363            No
## 431    TUMOR FREE        Negative                  3203            No
## 432    TUMOR FREE        Negative                   991            No
## 433    TUMOR FREE        Negative                  3004            No
## 434    TUMOR FREE        Negative                  3001            No
## 435    TUMOR FREE        Negative                  2707            No
## 436    TUMOR FREE        Negative                  3030            No
## 437    TUMOR FREE        Negative                  2838            No
## 438    TUMOR FREE        Negative                  2605            No
## 439    TUMOR FREE        Negative                  2161            No
## 440          <NA>        Negative       [Not Available]            No
## 441    TUMOR FREE        Negative                  5062            No
## 442          <NA>        Negative       [Not Available]            No
## 443    TUMOR FREE        Negative                  2632            No
## 444          <NA>        Negative                  1304            No
## 445    TUMOR FREE        Negative                  1935            No
## 446    TUMOR FREE        Negative                  1161            No
## 447    TUMOR FREE        Negative                  1198            No
## 448    TUMOR FREE        Negative                  1233            No
## 449    TUMOR FREE [Not Available]                  2231           Yes
## 450    TUMOR FREE [Not Available]                  1013            No
## 451    TUMOR FREE [Not Available]                  1185            No
## 452    WITH TUMOR [Not Available]       [Not Available]            No
## 453    TUMOR FREE        Negative       [Not Available]            No
## 454    TUMOR FREE [Not Available]                  4361            No
## 455    TUMOR FREE        Negative                  8556            No
## 456    WITH TUMOR        Negative       [Not Available]            No
## 457    WITH TUMOR [Not Available]       [Not Available]           Yes
## 458    WITH TUMOR [Not Available]       [Not Available]            No
## 459    TUMOR FREE        Negative                  8391            No
## 460    WITH TUMOR        Negative       [Not Available]            No
## 461    TUMOR FREE        Negative       [Not Available]            No
## 462    WITH TUMOR        Negative       [Not Available]            No
## 463    WITH TUMOR        Negative       [Not Available]            No
## 464          <NA>        Negative       [Not Available]            No
## 465    TUMOR FREE        Negative                  7106            No
## 466    WITH TUMOR        Negative       [Not Available]            No
## 467    TUMOR FREE        Negative                  3836            No
## 468    WITH TUMOR        Negative       [Not Available]            No
## 469    TUMOR FREE        Negative                  5042            No
## 470    TUMOR FREE        Negative                  3374            No
## 471    TUMOR FREE        Negative                  4285            No
## 472    TUMOR FREE        Negative                  7777            No
## 473    TUMOR FREE        Negative                  2082            No
## 474    TUMOR FREE        Negative                  5749            No
## 475    WITH TUMOR        Negative                  7126            No
## 476    TUMOR FREE        Negative       [Not Available]            No
## 477    TUMOR FREE [Not Available]       [Not Available]            No
## 478    TUMOR FREE        Negative                  8008            No
## 479    TUMOR FREE        Negative                  4929            No
## 480    WITH TUMOR        Negative       [Not Available]            No
## 481    TUMOR FREE        Negative       [Not Available]            No
## 482    WITH TUMOR        Negative       [Not Available]            No
## 483    TUMOR FREE           Close                  2721            No
## 484    TUMOR FREE        Negative                  8605            No
## 485    TUMOR FREE        Negative                  5156            No
## 486    TUMOR FREE        Positive       [Not Available]            No
## 487    TUMOR FREE        Negative                  5739            No
## 488    TUMOR FREE        Negative       [Not Available]            No
## 489    WITH TUMOR        Negative       [Not Available]            No
## 490    WITH TUMOR        Negative       [Not Available]            No
## 491    WITH TUMOR        Negative       [Not Available]            No
## 492    TUMOR FREE        Negative                  6292            No
## 493          <NA>        Negative       [Not Available]            No
## 494    TUMOR FREE        Negative                  5677            No
## 495    WITH TUMOR        Negative       [Not Available]            No
## 496    WITH TUMOR        Negative       [Not Available]            No
## 497    TUMOR FREE [Not Available]       [Not Available]            No
## 498    TUMOR FREE        Negative                  1326            No
## 499    TUMOR FREE        Negative                  3088            No
## 500    TUMOR FREE        Negative                  2236            No
## 501    TUMOR FREE        Negative                  4233            No
## 502    WITH TUMOR        Negative                  5176            No
## 503    WITH TUMOR        Negative                  1132            No
## 504    TUMOR FREE        Negative                   215            No
## 505    TUMOR FREE        Negative                  2596            No
## 506    WITH TUMOR        Negative                  2134            No
## 507    TUMOR FREE        Negative                  2072            No
## 508    WITH TUMOR        Negative       [Not Available]            No
## 509    TUMOR FREE        Negative                  3152            No
## 510    TUMOR FREE        Negative                  2164            No
## 511    TUMOR FREE        Negative                  1914            No
## 512    TUMOR FREE        Negative                  1820            No
## 513    TUMOR FREE        Negative                   622            No
## 514    TUMOR FREE        Negative                   777            No
## 515    TUMOR FREE        Negative                  1919            No
## 516    TUMOR FREE        Negative                  2477            No
## 517    TUMOR FREE        Negative                  1148            No
## 518    TUMOR FREE        Negative                  1203            No
## 519    TUMOR FREE        Negative                  1191            No
## 520    TUMOR FREE        Positive                  2136            No
## 521    TUMOR FREE        Negative                  2559            No
## 522    TUMOR FREE        Negative                  1569            No
## 523    TUMOR FREE        Negative                  1572            No
## 524    TUMOR FREE        Negative                  1132            No
## 525    TUMOR FREE        Negative                   974            No
## 526    TUMOR FREE        Negative                   554            No
## 527    TUMOR FREE        Negative                   782            No
## 528    TUMOR FREE        Negative                  1871            No
## 529    TUMOR FREE        Negative                   660            No
## 530    TUMOR FREE        Negative                  2278            No
## 531    TUMOR FREE        Negative                  1876            No
## 532    TUMOR FREE        Negative                  2197            No
## 533    TUMOR FREE        Negative                  1481            No
## 534    TUMOR FREE        Negative                  2255            No
## 535    TUMOR FREE        Negative                  2330            No
## 536    TUMOR FREE        Negative                  2612            No
## 537    TUMOR FREE        Negative                  2365            No
## 538    TUMOR FREE        Negative                  1519            No
## 539    TUMOR FREE        Negative                  2371            No
## 540    TUMOR FREE        Negative                  2255            No
## 541    TUMOR FREE        Negative                  1270            No
## 542    WITH TUMOR        Negative                  1339            No
## 543    WITH TUMOR        Negative                  2709            No
## 544    TUMOR FREE        Negative                  2767            No
## 545    TUMOR FREE        Negative                  2486            No
## 546    TUMOR FREE        Negative                  2372            No
## 547    TUMOR FREE        Negative                  2041            No
## 548    TUMOR FREE        Negative                  1156            No
## 549    TUMOR FREE        Negative                   912            No
## 550    TUMOR FREE        Negative                   423            No
## 551    TUMOR FREE        Negative                  2381            No
## 552    TUMOR FREE        Negative                  1644           Yes
## 553    TUMOR FREE        Negative                   476            No
## 554    TUMOR FREE        Negative                    98            No
## 555    TUMOR FREE        Negative                    78            No
## 556    TUMOR FREE        Negative                  2403            No
## 557    TUMOR FREE        Negative                  2064            No
## 558    TUMOR FREE        Negative                  2156            No
## 559    TUMOR FREE        Negative                   495            No
## 560    TUMOR FREE        Negative                   134            No
## 561    TUMOR FREE        Negative                   477            No
## 562    TUMOR FREE        Negative                   435            No
## 563    TUMOR FREE        Negative                   293            No
## 564    TUMOR FREE        Negative                  1363            No
## 565    TUMOR FREE        Negative                  2489            No
## 566    TUMOR FREE        Negative       [Not Available]           Yes
## 567    TUMOR FREE        Negative                   745            No
## 568    TUMOR FREE        Negative                   943            No
## 569    TUMOR FREE        Negative                  1926            No
## 570    TUMOR FREE        Negative                   923            No
## 571    TUMOR FREE        Negative                   328            No
## 572    TUMOR FREE        Negative                   461            No
## 573    TUMOR FREE        Negative                  1928            No
## 574    TUMOR FREE        Negative                  1620            No
## 575    TUMOR FREE        Negative                   747            No
## 576    TUMOR FREE        Negative                   702            No
## 577    TUMOR FREE        Negative                  1247            No
## 578    TUMOR FREE        Negative                  1611            No
## 579    TUMOR FREE        Negative                   806            No
## 580    TUMOR FREE        Negative                   727            No
## 581    TUMOR FREE        Negative                   620            No
## 582    TUMOR FREE        Negative                   178            No
## 583    TUMOR FREE        Negative                    72            No
## 584    TUMOR FREE        Negative                   516            No
## 585    TUMOR FREE        Negative                    76            No
## 586    TUMOR FREE        Negative                   414            No
## 587    TUMOR FREE        Negative                  1121            No
## 588    TUMOR FREE        Negative                   392            No
## 589    TUMOR FREE        Negative                  1561            No
## 590    TUMOR FREE        Negative                   829            No
## 591    TUMOR FREE        Negative                  1545            No
## 592    TUMOR FREE        Negative                   170            No
## 593    TUMOR FREE [Not Available]                   728            No
## 594    TUMOR FREE [Not Available]                   759            No
## 595    TUMOR FREE        Negative                  1288            No
## 596    TUMOR FREE        Negative                  1363            No
## 597    TUMOR FREE        Negative                   701            No
## 598    TUMOR FREE        Negative                  1001            No
## 599    TUMOR FREE        Negative                   149            No
## 600    TUMOR FREE        Negative                   652           Yes
## 601    TUMOR FREE        Negative                  1093            No
## 602    WITH TUMOR        Negative       [Not Available]            No
## 603    WITH TUMOR        Negative       [Not Available]            No
## 604          <NA>        Negative       [Not Available]            No
## 605          <NA>        Negative       [Not Available]            No
## 606          <NA>        Negative       [Not Available]            No
## 607    WITH TUMOR        Negative       [Not Available]            No
## 608          <NA>        Negative       [Not Available]            No
## 609    TUMOR FREE        Negative       [Not Available]            No
## 610    TUMOR FREE        Negative       [Not Available]            No
## 611    WITH TUMOR        Negative       [Not Available]            No
## 612    TUMOR FREE        Negative       [Not Available]            No
## 613          <NA>        Negative       [Not Available]            No
## 614    TUMOR FREE        Negative       [Not Available]            No
## 615    TUMOR FREE [Not Available]       [Not Available]            No
## 616    WITH TUMOR [Not Available]       [Not Available]            No
## 617    TUMOR FREE [Not Available]       [Not Available]            No
## 618    TUMOR FREE [Not Available]       [Not Available]            No
## 619    WITH TUMOR [Not Available]       [Not Available]            No
## 620    WITH TUMOR [Not Available]       [Not Available]            No
## 621    WITH TUMOR [Not Available]       [Not Available]            No
## 622    WITH TUMOR [Not Available]       [Not Available]            No
## 623    WITH TUMOR [Not Available]       [Not Available]            No
## 624    TUMOR FREE [Not Available]       [Not Available]            No
## 625          <NA> [Not Available]       [Not Available]            No
## 626    WITH TUMOR [Not Available]       [Not Available]            No
## 627    WITH TUMOR [Not Available]       [Not Available]            No
## 628    TUMOR FREE [Not Available]       [Not Available]            No
## 629    WITH TUMOR [Not Available]       [Not Available]            No
## 630    WITH TUMOR [Not Available]       [Not Available]            No
## 631          <NA> [Not Available]       [Not Available]            No
## 632    WITH TUMOR [Not Available]       [Not Available]            No
## 633          <NA> [Not Available]       [Not Available]            No
## 634    WITH TUMOR [Not Available]       [Not Available]            No
## 635          <NA> [Not Available]       [Not Available]            No
## 636    WITH TUMOR [Not Available]       [Not Available]            No
## 637    WITH TUMOR [Not Available]       [Not Available]            No
## 638    WITH TUMOR [Not Available]       [Not Available]            No
## 639    TUMOR FREE [Not Available]                   856            No
## 640    TUMOR FREE [Not Available]                   795            No
## 641    WITH TUMOR [Not Available]       [Not Available]            No
## 642          <NA> [Not Available]       [Not Available]            No
## 643    TUMOR FREE [Not Available]       [Not Available]            No
## 644    TUMOR FREE [Not Available]       [Not Available]            No
## 645    TUMOR FREE        Negative                  1120            No
## 646    TUMOR FREE [Not Available]                  1119            No
## 647    TUMOR FREE        Negative                   612            No
## 648    TUMOR FREE        Negative                    30            No
## 649    TUMOR FREE        Negative                  3364            No
## 650    TUMOR FREE        Negative                   635            No
## 651    TUMOR FREE        Negative                   567            No
## 652    TUMOR FREE        Negative                   715            No
## 653    TUMOR FREE        Negative                   293            No
## 654    TUMOR FREE        Negative                   160            No
## 655    TUMOR FREE        Negative       [Not Available]           Yes
## 656    TUMOR FREE        Negative                   574            No
## 657    TUMOR FREE        Negative                   662            No
## 658    TUMOR FREE        Negative                   287            No
## 659    TUMOR FREE        Negative                     0            No
## 660    TUMOR FREE        Negative                   363            No
## 661    TUMOR FREE        Negative                   358            No
## 662    TUMOR FREE        Negative                   358            No
## 663    TUMOR FREE        Negative                   385            No
## 664    TUMOR FREE        Negative                   358            No
## 665    WITH TUMOR        Negative                     2            No
## 666    TUMOR FREE        Negative                     0            No
## 667    TUMOR FREE        Negative                   385            No
## 668    TUMOR FREE [Not Available]                   385            No
## 669    TUMOR FREE        Negative                   385            No
## 670    TUMOR FREE        Negative                   385            No
## 671    TUMOR FREE        Negative                  1476            No
## 672    TUMOR FREE        Negative                   382            No
## 673    TUMOR FREE        Negative                   370            No
## 674    TUMOR FREE        Negative                   411            No
## 675    TUMOR FREE        Negative                   383            No
## 676    TUMOR FREE        Negative                     0            No
## 677    TUMOR FREE        Negative                   383            No
## 678    TUMOR FREE        Negative                   393            No
## 679    WITH TUMOR        Negative                   379            No
## 680    TUMOR FREE        Negative                   380            No
## 681    TUMOR FREE        Negative                   375            No
## 682    TUMOR FREE        Negative                   332            No
## 683    TUMOR FREE        Negative                   345            No
## 684    TUMOR FREE        Negative                   343            No
## 685    TUMOR FREE        Negative                     5            No
## 686    TUMOR FREE        Negative                   366            No
## 687    TUMOR FREE        Negative                   317           Yes
## 688    TUMOR FREE        Negative                   375            No
## 689    TUMOR FREE        Negative                   394            No
## 690    TUMOR FREE        Negative                   375            No
## 691    TUMOR FREE        Negative                   616            No
## 692    TUMOR FREE        Negative                   381            No
## 693    TUMOR FREE        Negative                   376            No
## 694    TUMOR FREE        Negative                   394            No
## 695    TUMOR FREE        Negative                   470            No
## 696    TUMOR FREE        Negative                   513            No
## 697    TUMOR FREE        Negative                   508            No
## 698    TUMOR FREE        Negative                     1            No
## 699    TUMOR FREE        Negative                   297            No
## 700    TUMOR FREE        Negative                   747            No
## 701    TUMOR FREE        Negative                   439            No
## 702    WITH TUMOR        Negative                     1            No
## 703    TUMOR FREE        Negative                   394            No
## 704    TUMOR FREE        Negative                   396            No
## 705    TUMOR FREE        Negative                   380            No
## 706    TUMOR FREE        Negative                   408            No
## 707    TUMOR FREE        Negative                  1728            No
## 708    TUMOR FREE        Negative                   635            No
## 709    TUMOR FREE        Negative                   403            No
## 710    TUMOR FREE        Negative                   626            No
## 711    TUMOR FREE        Negative                   425            No
## 712    TUMOR FREE        Negative                   431            No
## 713    TUMOR FREE        Negative                   410            No
## 714    TUMOR FREE        Negative                   584            No
## 715    TUMOR FREE        Negative                   431            No
## 716    TUMOR FREE        Negative                   532            No
## 717    WITH TUMOR        Negative                   502            No
## 718    TUMOR FREE        Negative                  1688            No
## 719    TUMOR FREE        Negative                   480            No
## 720    TUMOR FREE        Negative                   552            No
## 721    TUMOR FREE        Negative                   575            No
## 722    TUMOR FREE        Negative                   366            No
## 723    TUMOR FREE        Negative                  1612            No
## 724    TUMOR FREE        Negative                   426            No
## 725    TUMOR FREE        Negative                   577            No
## 726    TUMOR FREE        Negative                   611            No
## 727    TUMOR FREE        Negative                   612            No
## 728    TUMOR FREE        Negative                   611            No
## 729    TUMOR FREE        Negative                   590            No
## 730    TUMOR FREE        Negative                   620            No
## 731    TUMOR FREE        Negative                   639            No
## 732    TUMOR FREE        Negative                   371            No
## 733    TUMOR FREE        Negative                   405            No
## 734    TUMOR FREE        Negative                   447            No
## 735    TUMOR FREE        Negative                   565            No
## 736    TUMOR FREE        Negative                   541            No
## 737    TUMOR FREE        Negative                   509            No
## 738    TUMOR FREE        Negative                   783            No
## 739    TUMOR FREE [Not Available]                   727            No
## 740    TUMOR FREE        Negative                   839            No
## 741    TUMOR FREE        Negative                   552            No
## 742    WITH TUMOR        Negative                    81            No
## 743    TUMOR FREE        Negative                   522            No
## 744    TUMOR FREE [Not Available]                   463            No
## 745    TUMOR FREE        Negative                   448            No
## 746    TUMOR FREE        Negative                   663            No
## 747    TUMOR FREE        Negative                   441            No
## 748    TUMOR FREE        Negative                   606            No
## 749    TUMOR FREE        Negative                   538            No
## 750    TUMOR FREE        Negative                  1682            No
## 751    TUMOR FREE        Negative                   499            No
## 752    TUMOR FREE        Negative                   482            No
## 753    TUMOR FREE        Negative                   496            No
## 754    TUMOR FREE        Negative                   506            No
## 755    TUMOR FREE        Negative                   395            No
## 756    TUMOR FREE        Negative                   461            No
## 757    TUMOR FREE        Negative                  1309            No
## 758    TUMOR FREE [Not Available]                   503            No
## 759    TUMOR FREE        Negative                   466            No
## 760    TUMOR FREE [Not Available]                   472            No
## 761    WITH TUMOR [Not Available]                   116            No
## 762    TUMOR FREE        Negative                   433            No
## 763    TUMOR FREE        Negative                   430            No
## 764    TUMOR FREE        Negative                   530            No
## 765    TUMOR FREE        Negative                   488            No
## 766    TUMOR FREE        Negative                   409            No
## 767    TUMOR FREE        Negative                   397            No
## 768    TUMOR FREE        Negative                   439            No
## 769    TUMOR FREE        Negative                  1461            No
## 770    TUMOR FREE        Negative                   499            No
## 771    TUMOR FREE        Negative                   410            No
## 772    TUMOR FREE        Negative                   519            No
## 773    TUMOR FREE        Negative                    49            No
## 774    TUMOR FREE        Negative                   307            No
## 775    TUMOR FREE        Negative                   398            No
## 776    TUMOR FREE        Negative                   381            No
## 777    TUMOR FREE        Negative                   373            No
## 778    TUMOR FREE        Negative                  1015            No
## 779    TUMOR FREE        Negative                   563            No
## 780    TUMOR FREE        Negative                   659            No
## 781    WITH TUMOR        Negative                   492            No
## 782    WITH TUMOR        Negative                   244            No
## 783    TUMOR FREE        Negative                   767            No
## 784    TUMOR FREE        Negative                  1308            No
## 785    TUMOR FREE        Negative                  2541            No
## 786    TUMOR FREE        Negative                  1047            No
## 787    WITH TUMOR        Negative                   837            No
## 788    TUMOR FREE        Negative                  1417            No
## 789    WITH TUMOR        Negative                  1229            No
## 790    TUMOR FREE           Close                  1141            No
## 791    TUMOR FREE        Negative                  1220            No
## 792    TUMOR FREE        Negative                   865            No
## 793    TUMOR FREE        Negative                   878            No
## 794    TUMOR FREE        Negative                  1434            No
## 795    TUMOR FREE        Negative                  1359            No
## 796    TUMOR FREE        Negative                  1246            No
## 797    TUMOR FREE        Negative                  1163            No
## 798    TUMOR FREE        Negative                  1174            No
## 799    TUMOR FREE        Negative                  1009            No
## 800    TUMOR FREE        Negative                  2311            No
## 801    TUMOR FREE        Negative                  1318            No
## 802    TUMOR FREE        Negative                  1042            No
## 803    TUMOR FREE        Negative                   974            No
## 804    TUMOR FREE        Negative                   972            No
## 805    TUMOR FREE        Negative                  2109            No
## 806    WITH TUMOR        Negative                   518            No
## 807    TUMOR FREE        Negative                  1935            No
## 808    TUMOR FREE        Negative                  2128            No
## 809    TUMOR FREE        Negative                   707            No
## 810    TUMOR FREE        Negative                   591            No
## 811    TUMOR FREE        Negative                   640            No
## 812    TUMOR FREE        Negative                   726            No
## 813    TUMOR FREE        Negative                   450           Yes
## 814    TUMOR FREE        Negative                   762            No
## 815    TUMOR FREE        Negative                   710            No
## 816    TUMOR FREE        Negative                   694            No
## 817    TUMOR FREE        Negative                   526            No
## 818    TUMOR FREE        Negative                   630            No
## 819    TUMOR FREE        Negative                   658            No
## 820    TUMOR FREE        Negative                   554            No
## 821    TUMOR FREE        Negative                   393            No
## 822    TUMOR FREE        Negative                  1692            No
## 823    TUMOR FREE        Negative                  1640            No
## 824    TUMOR FREE        Negative                   275            No
## 825    TUMOR FREE        Negative                   626            No
## 826    TUMOR FREE        Negative                   235            No
## 827    TUMOR FREE        Negative                  1545           Yes
## 828    TUMOR FREE        Negative                   595            No
## 829    TUMOR FREE        Negative                  1732            No
## 830    TUMOR FREE        Negative                   428            No
## 831    TUMOR FREE        Negative                  1563            No
## 832    TUMOR FREE        Negative                  2329            No
## 833    TUMOR FREE        Negative                  1631            No
## 834    TUMOR FREE        Negative                  2653            No
## 835    TUMOR FREE        Negative                   911            No
## 836    TUMOR FREE        Negative                   984            No
## 837    TUMOR FREE        Negative                   867            No
## 838    TUMOR FREE        Positive                   501           Yes
## 839    TUMOR FREE        Negative                  1133            No
## 840    WITH TUMOR        Negative                  2362            No
## 841    TUMOR FREE        Negative                  1138            No
## 842    TUMOR FREE        Negative                  2140            No
## 843    TUMOR FREE        Negative                  1026            No
## 844    TUMOR FREE        Negative                  1025            No
## 845    TUMOR FREE        Negative                   865            No
## 846    TUMOR FREE        Negative                  1800            No
## 847    TUMOR FREE        Negative                   118            No
## 848    TUMOR FREE        Negative                   675            No
## 849    TUMOR FREE        Negative                  1855            No
## 850    TUMOR FREE        Negative                   337            No
## 851    TUMOR FREE        Negative                  1648            No
## 852    TUMOR FREE        Negative                  1836            No
## 853    TUMOR FREE        Negative                  2240           Yes
## 854    TUMOR FREE        Negative                   598            No
## 855    TUMOR FREE        Negative                   748            No
## 856    TUMOR FREE        Negative                  2306            No
## 857    WITH TUMOR        Negative       [Not Available]            No
## 858    TUMOR FREE        Negative                  1523           Yes
## 859    TUMOR FREE        Negative                  3247            No
## 860    TUMOR FREE           Close                  3121            No
## 861    WITH TUMOR        Negative       [Not Available]            No
## 862    WITH TUMOR        Negative                  1309            No
## 863    TUMOR FREE        Negative                  1604            No
## 864    WITH TUMOR        Negative                   515           Yes
## 865    TUMOR FREE        Negative                  1051            No
## 866    TUMOR FREE        Positive                  1325            No
## 867    TUMOR FREE        Negative                   252            No
## 868    TUMOR FREE        Negative                   931            No
## 869    TUMOR FREE        Negative                  1208           Yes
## 870    TUMOR FREE        Negative                  1062            No
## 871    TUMOR FREE        Negative                  1179            No
## 872    TUMOR FREE        Negative                  1043            No
## 873    TUMOR FREE        Negative                   538            No
## 874    TUMOR FREE        Negative                  1059            No
## 875    TUMOR FREE        Negative                  1000            No
## 876    TUMOR FREE        Negative                  1120            No
## 877    WITH TUMOR        Negative                   410            No
## 878    TUMOR FREE        Negative                  1039            No
## 879    TUMOR FREE        Negative                  1101            No
## 880    TUMOR FREE        Negative                  1112            No
## 881    TUMOR FREE        Negative                  1203            No
## 882    TUMOR FREE        Negative                  1266            No
## 883    TUMOR FREE        Negative                  1088            No
## 884    WITH TUMOR        Negative                   610            No
## 885    TUMOR FREE        Negative                   656            No
## 886    TUMOR FREE        Negative                   576            No
## 887    TUMOR FREE        Negative                   300            No
## 888    TUMOR FREE        Negative                   755            No
## 889    TUMOR FREE [Not Available]                   860            No
## 890    TUMOR FREE        Positive                  1063            No
## 891    TUMOR FREE        Negative                    78            No
## 892    TUMOR FREE        Negative                   186            No
## 893    TUMOR FREE        Negative                    92            No
## 894    TUMOR FREE        Negative                   339            No
## 895    TUMOR FREE        Negative                  1467            No
## 896    TUMOR FREE        Negative                  1369            No
## 897    TUMOR FREE        Negative                   633            No
## 898    TUMOR FREE        Negative                  1224            No
## 899    TUMOR FREE        Negative                    34            No
## 900    TUMOR FREE        Negative                  1419            No
## 901    TUMOR FREE        Negative                   200            No
## 902    TUMOR FREE        Negative                   647            No
## 903    TUMOR FREE        Negative                  1417            No
## 904    TUMOR FREE        Negative                  1449            No
## 905    WITH TUMOR        Negative                  1038            No
## 906    TUMOR FREE        Negative                   975            No
## 907    TUMOR FREE        Negative                  1285            No
## 908    TUMOR FREE        Negative                  1148            No
## 909    TUMOR FREE        Negative                  1189            No
## 910    TUMOR FREE        Negative                  1167            No
## 911    TUMOR FREE        Negative                  1248            No
## 912    TUMOR FREE        Negative                  1269            No
## 913    TUMOR FREE        Negative                  1239            No
## 914    TUMOR FREE        Negative                  1232            No
## 915    WITH TUMOR        Negative                   612            No
## 916    TUMOR FREE        Negative                    21            No
## 917    TUMOR FREE        Negative                    26            No
## 918    TUMOR FREE        Negative                  1186            No
## 919    TUMOR FREE        Negative                    59            No
## 920    TUMOR FREE        Negative                   217            No
## 921    TUMOR FREE        Negative                   747            No
## 922    TUMOR FREE        Negative                   375            No
## 923    WITH TUMOR        Negative                   540            No
## 924    TUMOR FREE        Negative                   288            No
## 925    TUMOR FREE        Negative                  1158            No
## 926    TUMOR FREE        Negative                  1001            No
## 927    TUMOR FREE        Negative                   918            No
## 928    TUMOR FREE        Negative                   926            No
## 929    TUMOR FREE        Negative                   727            No
## 930    TUMOR FREE        Negative                   725            No
## 931    TUMOR FREE        Negative                   812            No
## 932    TUMOR FREE        Negative                    24            No
## 933    TUMOR FREE        Negative                   785            No
## 934    TUMOR FREE        Negative                   803            No
## 935    TUMOR FREE        Negative                   847            No
## 936    TUMOR FREE        Negative                   371            No
## 937    TUMOR FREE        Negative                  1208            No
## 938    TUMOR FREE        Negative                   258            No
## 939    TUMOR FREE        Negative                   554            No
## 940    TUMOR FREE        Negative                   575            No
## 941    TUMOR FREE        Negative                   403            No
## 942    TUMOR FREE        Negative                   504            No
## 943    TUMOR FREE        Negative                   477            No
## 944    TUMOR FREE        Negative                   875            No
## 945    TUMOR FREE        Negative                   789            No
## 946    TUMOR FREE        Negative                   694            No
## 947    TUMOR FREE        Negative                   911            No
## 948    TUMOR FREE        Negative                   908            No
## 949    TUMOR FREE        Negative                  1229            No
## 950    TUMOR FREE        Negative                  1251            No
## 951    TUMOR FREE        Negative                  1210            No
## 952    TUMOR FREE        Negative                  1611           Yes
## 953    TUMOR FREE        Negative                   907            No
## 954    TUMOR FREE        Negative                   703            No
## 955    TUMOR FREE           Close                   562            No
## 956    WITH TUMOR        Negative                   915            No
## 957    WITH TUMOR        Negative       [Not Available]            No
## 958    TUMOR FREE        Negative                   575            No
## 959    TUMOR FREE        Negative                   608            No
## 960    TUMOR FREE        Negative                   187            No
## 961    TUMOR FREE        Negative                   424            No
## 962    TUMOR FREE        Negative                   320            No
## 963    TUMOR FREE        Negative                   439            No
## 964    TUMOR FREE        Negative                  1051            No
## 965    TUMOR FREE        Negative                   607            No
## 966    TUMOR FREE        Negative                  1673            No
## 967    TUMOR FREE        Negative                  1604            No
## 968    TUMOR FREE        Negative                   788            No
## 969    TUMOR FREE        Negative                   672            No
## 970    TUMOR FREE        Negative                  1035            No
## 971    TUMOR FREE        Negative                   532            No
## 972    TUMOR FREE        Negative                   533            No
## 973    TUMOR FREE        Negative                   715            No
## 974    TUMOR FREE [Not Available]                   463            No
## 975    TUMOR FREE        Negative                   510            No
## 976    TUMOR FREE        Negative                   760            No
## 977    TUMOR FREE        Negative                   952            No
## 978    TUMOR FREE        Negative                  1010            No
## 979          <NA>        Negative                   225            No
## 980    TUMOR FREE        Negative                  3342            No
## 981    WITH TUMOR        Negative       [Not Available]            No
## 982    WITH TUMOR        Negative                  5909            No
## 983    TUMOR FREE        Negative                  2406            No
## 984    TUMOR FREE        Negative                  2535            No
## 985    TUMOR FREE        Negative                  2282           Yes
## 986    TUMOR FREE        Negative                  2155            No
## 987    TUMOR FREE        Negative                  2193            No
## 988    TUMOR FREE        Negative                  2590            No
## 989    TUMOR FREE        Negative                  2645            No
## 990    TUMOR FREE        Negative                  3519            No
## 991    TUMOR FREE        Negative                  3226            No
## 992    TUMOR FREE        Negative                  3091            No
## 993    TUMOR FREE        Negative                  2596            No
## 994    TUMOR FREE        Negative                  3361            No
## 995    TUMOR FREE        Negative                  1162            No
## 996    TUMOR FREE        Negative                  1330            No
## 997    TUMOR FREE        Negative                  2108            No
## 998    TUMOR FREE        Negative                  2019            No
## 999    TUMOR FREE        Negative                  2191            No
## 1000   TUMOR FREE        Negative                   412            No
## 1001   TUMOR FREE        Negative                   551            No
## 1002   TUMOR FREE        Negative                    79            No
## 1003   WITH TUMOR        Negative                  1883            No
## 1004         <NA>        Negative                   360            No
## 1005         <NA>        Negative                   352            No
## 1006   TUMOR FREE        Negative                   646            No
## 1007   WITH TUMOR        Negative                   402           Yes
## 1008   WITH TUMOR        Positive                   216            No
## 1009   TUMOR FREE        Negative                   404            No
## 1010   TUMOR FREE        Negative                   323            No
## 1011   TUMOR FREE        Negative                   759           Yes
## 1012   TUMOR FREE        Negative                   996            No
## 1013   TUMOR FREE        Negative                   889           Yes
## 1014   TUMOR FREE        Negative                   762           Yes
## 1015         <NA>        Negative                   519            No
## 1016   WITH TUMOR        Negative                   466            No
## 1017   TUMOR FREE        Negative                   447            No
## 1018   TUMOR FREE        Negative                   440            No
## 1019         <NA>        Negative                   450           Yes
## 1020   TUMOR FREE        Negative                   677            No
## 1021         <NA>        Negative                    80            No
## 1022   TUMOR FREE        Negative                   489            No
## 1023   TUMOR FREE        Negative                   477            No
## 1024   WITH TUMOR        Positive                   137            No
## 1025   TUMOR FREE        Negative                   441            No
## 1026   TUMOR FREE        Negative                   594            No
## 1027   TUMOR FREE        Negative                   376            No
## 1028   TUMOR FREE        Negative                   596            No
## 1029   TUMOR FREE        Negative                   532            No
## 1030   WITH TUMOR        Positive                   849            No
## 1031   TUMOR FREE        Negative                   681            No
## 1032         <NA>        Negative                    64            No
## 1033   TUMOR FREE        Negative                   385            No
## 1034   TUMOR FREE        Negative                  1780            No
## 1035   TUMOR FREE       [Unknown]                   973            No
## 1036   TUMOR FREE        Negative                  1783            No
## 1037   TUMOR FREE        Negative                  1219            No
## 1038   TUMOR FREE        Negative                  1062            No
## 1039   TUMOR FREE        Negative                  1106            No
## 1040   TUMOR FREE        Negative                   878            No
## 1041   TUMOR FREE        Negative                   752            No
## 1042   TUMOR FREE        Negative                   679            No
## 1043   TUMOR FREE        Negative                   620            No
## 1044   TUMOR FREE        Negative                   812            No
## 1045   TUMOR FREE        Negative                   714            No
## 1046   TUMOR FREE        Negative                  1996            No
## 1047   TUMOR FREE        Negative                  1021            No
## 1048   TUMOR FREE        Negative                  1301            No
## 1049   TUMOR FREE        Negative                   792            No
## 1050   TUMOR FREE        Negative                   528            No
## 1051   TUMOR FREE        Negative                   428            No
## 1052   TUMOR FREE        Negative                   858            No
## 1053   TUMOR FREE        Negative                   600            No
## 1054   TUMOR FREE        Negative                  1220            No
## 1055   TUMOR FREE [Not Available]                   271            No
## 1056   TUMOR FREE [Not Available]       [Not Available]            No
## 1057   TUMOR FREE        Negative                  1953            No
## 1058   TUMOR FREE [Not Available]                  2645            No
## 1059   WITH TUMOR [Not Available]                    -7            No
## 1060   WITH TUMOR [Not Available]                     5            No
## 1061   WITH TUMOR [Not Available]                     8            No
## 1062   TUMOR FREE [Not Available]                   302            No
## 1063   TUMOR FREE        Negative                   572            No
## 1064   TUMOR FREE        Negative                   562            No
## 1065   TUMOR FREE        Negative                   641            No
## 1066   TUMOR FREE        Negative                   629            No
## 1067   TUMOR FREE        Negative                   586            No
## 1068   TUMOR FREE        Negative                   421            No
## 1069   TUMOR FREE        Negative                   574           Yes
## 1070   TUMOR FREE        Negative                   529            No
## 1071   TUMOR FREE        Negative                   525            No
## 1072   TUMOR FREE        Negative                   424           Yes
## 1073   TUMOR FREE [Not Available]                   518            No
## 1074   WITH TUMOR        Positive       [Not Available]            No
## 1075   TUMOR FREE        Negative                  2033            No
## 1076   TUMOR FREE        Negative                   347           Yes
## 1077   TUMOR FREE        Negative                  1611           Yes
## 1078   TUMOR FREE        Negative                   883            No
## 1079   TUMOR FREE        Negative                   467            No
## 1080   TUMOR FREE        Negative                   488            No
## 1081   WITH TUMOR        Positive                  3287           Yes
## 1082   TUMOR FREE        Negative                  3256            No
##      new_tumor_event_after_initial_treatment radiation_therapy
## 1                                         NO                NO
## 2                                         NO               YES
## 3                                         NO                NO
## 4                                         NO                NO
## 5                                         NO                NO
## 6                                         NO               YES
## 7                                         NO               YES
## 8                            [Not Available]   [Not Available]
## 9                            [Not Available]   [Not Available]
## 10                           [Not Available]   [Not Available]
## 11                           [Not Available]   [Not Available]
## 12                           [Not Available]   [Not Available]
## 13                           [Not Available]   [Not Available]
## 14                           [Not Available]   [Not Available]
## 15                           [Not Available]   [Not Available]
## 16                           [Not Available]   [Not Available]
## 17                           [Not Available]   [Not Available]
## 18                           [Not Available]   [Not Available]
## 19                           [Not Available]   [Not Available]
## 20                           [Not Available]   [Not Available]
## 21                           [Not Available]   [Not Available]
## 22                                        NO               YES
## 23                                       YES               YES
## 24                                 [Unknown]                NO
## 25                                        NO               YES
## 26                           [Not Available]               YES
## 27                                 [Unknown]                NO
## 28                           [Not Available]                NO
## 29                                        NO                NO
## 30                           [Not Available]                NO
## 31                           [Not Available]               YES
## 32                                       YES               YES
## 33                                        NO               YES
## 34                           [Not Available]                NO
## 35                                        NO               YES
## 36                                        NO               YES
## 37                                        NO               YES
## 38                                        NO                NO
## 39                                 [Unknown]               YES
## 40                                        NO                NO
## 41                                        NO                NO
## 42                                        NO               YES
## 43                                        NO                NO
## 44                                        NO               YES
## 45                                        NO                NO
## 46                                        NO                NO
## 47                                 [Unknown]                NO
## 48                                        NO               YES
## 49                                        NO               YES
## 50                                        NO                NO
## 51                                        NO               YES
## 52                                        NO               YES
## 53                                        NO               YES
## 54                                        NO               YES
## 55                                        NO                NO
## 56                                        NO               YES
## 57                                        NO               YES
## 58                                        NO                NO
## 59                                        NO               YES
## 60                                        NO               YES
## 61                                        NO                NO
## 62                                       YES               YES
## 63                                        NO                NO
## 64                                        NO               YES
## 65                                       YES               YES
## 66                                        NO                NO
## 67                           [Not Available]               YES
## 68                           [Not Available]               YES
## 69                                        NO               YES
## 70                                        NO               YES
## 71                                        NO               YES
## 72                                        NO               YES
## 73                           [Not Available]                NO
## 74                                        NO               YES
## 75                                        NO                NO
## 76                                        NO                NO
## 77                                        NO               YES
## 78                                        NO                NO
## 79                                       YES               YES
## 80                                        NO                NO
## 81                                        NO               YES
## 82                                        NO                NO
## 83                                        NO               YES
## 84                                        NO               YES
## 85                                        NO               YES
## 86                                       YES               YES
## 87                                        NO                NO
## 88                                        NO               YES
## 89                                        NO               YES
## 90                                        NO               YES
## 91                                        NO               YES
## 92                                        NO               YES
## 93                                        NO               YES
## 94                                        NO                NO
## 95                                        NO               YES
## 96                                        NO               YES
## 97                                        NO                NO
## 98                                        NO               YES
## 99                                        NO                NO
## 100                                       NO               YES
## 101                                      YES               YES
## 102                                       NO               YES
## 103                                       NO               YES
## 104                                      YES               YES
## 105                                       NO               YES
## 106                                       NO               YES
## 107                                       NO               YES
## 108                                      YES                NO
## 109                                       NO               YES
## 110                                      YES               YES
## 111                                       NO               YES
## 112                                       NO               YES
## 113                                       NO                NO
## 114                                      YES               YES
## 115                                       NO                NO
## 116                                       NO                NO
## 117                                [Unknown]         [Unknown]
## 118                                       NO         [Unknown]
## 119                                       NO               YES
## 120                                       NO         [Unknown]
## 121                                       NO               YES
## 122                                       NO               YES
## 123                                [Unknown]         [Unknown]
## 124                                       NO               YES
## 125                                       NO               YES
## 126                                       NO               YES
## 127                                       NO                NO
## 128                                       NO               YES
## 129                                       NO                NO
## 130                                       NO               YES
## 131                                       NO               YES
## 132                                       NO               YES
## 133                                      YES                NO
## 134                                       NO               YES
## 135                                      YES                NO
## 136                                      YES                NO
## 137                                       NO               YES
## 138                                       NO               YES
## 139                                       NO                NO
## 140                                      YES                NO
## 141                                       NO               YES
## 142                                       NO                NO
## 143                                       NO               YES
## 144                                       NO               YES
## 145                                       NO               YES
## 146                                       NO               YES
## 147                                       NO               YES
## 148                                      YES               YES
## 149                                      YES               YES
## 150                                       NO               YES
## 151                                       NO                NO
## 152                                       NO               YES
## 153                                       NO               YES
## 154                                       NO                NO
## 155                                       NO                NO
## 156                                       NO               YES
## 157                                       NO                NO
## 158                                       NO               YES
## 159                                       NO               YES
## 160                                       NO               YES
## 161                                       NO                NO
## 162                                       NO               YES
## 163                                       NO               YES
## 164                                       NO               YES
## 165                          [Not Available]   [Not Available]
## 166                                       NO                NO
## 167                                [Unknown]               YES
## 168                          [Not Available]   [Not Available]
## 169                                       NO               YES
## 170                                [Unknown]                NO
## 171                                [Unknown]                NO
## 172                                [Unknown]               YES
## 173                                      YES               YES
## 174                          [Not Available]   [Not Available]
## 175                                       NO               YES
## 176                                       NO                NO
## 177                                [Unknown]               YES
## 178                                [Unknown]                NO
## 179                                       NO               YES
## 180                                       NO                NO
## 181                                       NO               YES
## 182                                       NO               YES
## 183                                       NO               YES
## 184                                       NO               YES
## 185                                       NO               YES
## 186                                       NO               YES
## 187                                [Unknown]               YES
## 188                          [Not Available]   [Not Available]
## 189                                       NO               YES
## 190                                       NO               YES
## 191                                [Unknown]                NO
## 192                                       NO                NO
## 193                          [Not Available]   [Not Available]
## 194                                       NO                NO
## 195                          [Not Available]   [Not Available]
## 196                                       NO                NO
## 197                                       NO               YES
## 198                          [Not Available]   [Not Available]
## 199                                       NO               YES
## 200                                       NO               YES
## 201                                       NO               YES
## 202                          [Not Available]   [Not Available]
## 203                                       NO               YES
## 204                                [Unknown]                NO
## 205                                [Unknown]               YES
## 206                                      YES                NO
## 207                                       NO               YES
## 208                          [Not Available]   [Not Available]
## 209                                      YES                NO
## 210                                      YES               YES
## 211                          [Not Available]   [Not Available]
## 212                          [Not Available]   [Not Available]
## 213                                      YES               YES
## 214                                       NO               YES
## 215                                       NO               YES
## 216                          [Not Available]   [Not Available]
## 217                                       NO               YES
## 218                          [Not Available]   [Not Available]
## 219                                       NO               YES
## 220                                       NO               YES
## 221                                [Unknown]               YES
## 222                                [Unknown]               YES
## 223                          [Not Available]   [Not Available]
## 224                                       NO               YES
## 225                          [Not Available]   [Not Available]
## 226                                       NO                NO
## 227                                       NO               YES
## 228                          [Not Available]   [Not Available]
## 229                                [Unknown]                NO
## 230                                       NO               YES
## 231                                       NO               YES
## 232                                       NO               YES
## 233                          [Not Available]   [Not Available]
## 234                          [Not Available]   [Not Available]
## 235                          [Not Available]   [Not Available]
## 236                          [Not Available]   [Not Available]
## 237                          [Not Available]   [Not Available]
## 238                                       NO                NO
## 239                                       NO               YES
## 240                          [Not Available]   [Not Available]
## 241                                       NO               YES
## 242                                       NO                NO
## 243                                       NO                NO
## 244                                       NO                NO
## 245                                       NO               YES
## 246                                       NO                NO
## 247                                       NO                NO
## 248                                      YES               YES
## 249                                       NO               YES
## 250                                       NO                NO
## 251                                       NO                NO
## 252                                      YES               YES
## 253                                       NO               YES
## 254                                       NO                NO
## 255                                       NO               YES
## 256                                      YES                NO
## 257                                       NO                NO
## 258                                       NO               YES
## 259                                       NO               YES
## 260                                      YES               YES
## 261                                       NO               YES
## 262                                       NO                NO
## 263                                       NO                NO
## 264                                       NO               YES
## 265                                       NO               YES
## 266                                       NO                NO
## 267                                       NO               YES
## 268                                       NO               YES
## 269                                       NO               YES
## 270                                       NO                NO
## 271                                       NO                NO
## 272                                       NO               YES
## 273                                       NO                NO
## 274                                       NO                NO
## 275                                       NO               YES
## 276                                       NO                NO
## 277                                       NO               YES
## 278                                       NO               YES
## 279                                       NO                NO
## 280                                       NO               YES
## 281                                       NO               YES
## 282                                       NO                NO
## 283                                       NO               YES
## 284                                       NO         [Unknown]
## 285                                       NO               YES
## 286                                       NO         [Unknown]
## 287                                       NO                NO
## 288                                       NO         [Unknown]
## 289                                       NO         [Unknown]
## 290                                       NO         [Unknown]
## 291                                [Unknown]                NO
## 292                                [Unknown]                NO
## 293                                [Unknown]                NO
## 294                                [Unknown]                NO
## 295                                [Unknown]         [Unknown]
## 296                                [Unknown]         [Unknown]
## 297                                [Unknown]         [Unknown]
## 298                                [Unknown]         [Unknown]
## 299                                       NO                NO
## 300                                       NO                NO
## 301                                       NO                NO
## 302                                [Unknown]                NO
## 303                                [Unknown]                NO
## 304                                [Unknown]                NO
## 305                                [Unknown]                NO
## 306                                [Unknown]                NO
## 307                                       NO                NO
## 308                                [Unknown]                NO
## 309                                [Unknown]                NO
## 310                                [Unknown]                NO
## 311                                [Unknown]                NO
## 312                                [Unknown]                NO
## 313                                [Unknown]                NO
## 314                                [Unknown]                NO
## 315                                       NO                NO
## 316                                [Unknown]                NO
## 317                                [Unknown]                NO
## 318                                [Unknown]                NO
## 319                                [Unknown]               YES
## 320                                [Unknown]                NO
## 321                                [Unknown]                NO
## 322                                [Unknown]                NO
## 323                                [Unknown]                NO
## 324                                [Unknown]                NO
## 325                                       NO                NO
## 326                                [Unknown]                NO
## 327                                [Unknown]                NO
## 328                                       NO                NO
## 329                                       NO                NO
## 330                          [Not Available]               YES
## 331                                       NO                NO
## 332                                      YES                NO
## 333                          [Not Available]                NO
## 334                                      YES               YES
## 335                                       NO               YES
## 336                                       NO               YES
## 337                                      YES                NO
## 338                          [Not Available]                NO
## 339                                       NO                NO
## 340                                       NO               YES
## 341                                       NO               YES
## 342                                       NO               YES
## 343                                       NO               YES
## 344                                       NO               YES
## 345                                       NO               YES
## 346                                      YES               YES
## 347                                      YES                NO
## 348                                       NO               YES
## 349                                       NO               YES
## 350                                       NO               YES
## 351                                       NO               YES
## 352                                       NO               YES
## 353                                       NO               YES
## 354                                       NO                NO
## 355                                       NO               YES
## 356                                       NO               YES
## 357                                       NO               YES
## 358                                       NO                NO
## 359                          [Not Available]                NO
## 360                                      YES               YES
## 361                                       NO               YES
## 362                                       NO               YES
## 363                          [Not Available]                NO
## 364                                       NO                NO
## 365                          [Not Available]               YES
## 366                                       NO               YES
## 367                          [Not Available]               YES
## 368                          [Not Available]               YES
## 369                          [Not Available]                NO
## 370                                       NO                NO
## 371                          [Not Available]                NO
## 372                          [Not Available]                NO
## 373                                       NO                NO
## 374                                       NO                NO
## 375                          [Not Available]               YES
## 376                          [Not Available]               YES
## 377                                       NO               YES
## 378                                       NO                NO
## 379                                       NO                NO
## 380                          [Not Available]                NO
## 381                                       NO               YES
## 382                                       NO               YES
## 383                                [Unknown]                NO
## 384                                       NO                NO
## 385                                       NO               YES
## 386                                       NO               YES
## 387                                       NO               YES
## 388                                       NO                NO
## 389                                       NO               YES
## 390                                       NO               YES
## 391                                       NO                NO
## 392                                       NO                NO
## 393                                       NO                NO
## 394                                [Unknown]               YES
## 395                                      YES                NO
## 396                                      YES               YES
## 397                                       NO               YES
## 398                                      YES               YES
## 399                                       NO               YES
## 400                                       NO                NO
## 401                                       NO                NO
## 402                                       NO                NO
## 403                                       NO               YES
## 404                                       NO                NO
## 405                                       NO               YES
## 406                                       NO                NO
## 407                                       NO               YES
## 408                                       NO               YES
## 409                                       NO                NO
## 410                                       NO               YES
## 411                                      YES               YES
## 412                                       NO               YES
## 413                                       NO               YES
## 414                                       NO               YES
## 415                                       NO               YES
## 416                                       NO               YES
## 417                                       NO               YES
## 418                                       NO               YES
## 419                                       NO               YES
## 420                                       NO               YES
## 421                                      YES               YES
## 422                                       NO               YES
## 423                                       NO                NO
## 424                                      YES               YES
## 425                                       NO   [Not Available]
## 426                                       NO               YES
## 427                                       NO               YES
## 428                                       NO               YES
## 429                                       NO               YES
## 430                                       NO               YES
## 431                                       NO               YES
## 432                                       NO                NO
## 433                                       NO                NO
## 434                                       NO                NO
## 435                                       NO                NO
## 436                                       NO               YES
## 437                                       NO               YES
## 438                                       NO               YES
## 439                                       NO               YES
## 440                                      YES                NO
## 441                                       NO               YES
## 442                                      YES               YES
## 443                                       NO               YES
## 444                                      YES               YES
## 445                                       NO                NO
## 446                                       NO                NO
## 447                                       NO               YES
## 448                                       NO               YES
## 449                                       NO               YES
## 450                                       NO               YES
## 451                                       NO               YES
## 452                                      YES               YES
## 453                                      YES                NO
## 454                                       NO               YES
## 455                                       NO                NO
## 456                                      YES                NO
## 457                                      YES                NO
## 458                                       NO               YES
## 459                                       NO                NO
## 460                                      YES                NO
## 461                                       NO                NO
## 462                                      YES               YES
## 463                          [Not Available]               YES
## 464                          [Not Available]               YES
## 465                                       NO                NO
## 466                                      YES                NO
## 467                                       NO                NO
## 468                                      YES                NO
## 469                                       NO                NO
## 470                                       NO         [Unknown]
## 471                                       NO               YES
## 472                                       NO               YES
## 473                                       NO                NO
## 474                                       NO                NO
## 475                                      YES               YES
## 476                                       NO                NO
## 477                                       NO                NO
## 478                                       NO               YES
## 479                                       NO                NO
## 480                                      YES                NO
## 481                                       NO                NO
## 482                                      YES                NO
## 483                                       NO               YES
## 484                                       NO               YES
## 485                                       NO               YES
## 486                                       NO                NO
## 487                                      YES                NO
## 488                                       NO                NO
## 489                                      YES               YES
## 490                                      YES                NO
## 491                                      YES               YES
## 492                                      YES               YES
## 493                                       NO                NO
## 494                                       NO                NO
## 495                                      YES                NO
## 496                                      YES                NO
## 497                                      YES               YES
## 498                                       NO               YES
## 499                                       NO               YES
## 500                                       NO               YES
## 501                                       NO               YES
## 502                                      YES               YES
## 503                                      YES               YES
## 504                                       NO               YES
## 505                                       NO                NO
## 506                                      YES               YES
## 507                                       NO               YES
## 508                                      YES                NO
## 509                                       NO                NO
## 510                                       NO               YES
## 511                                       NO               YES
## 512                                       NO               YES
## 513                                       NO               YES
## 514                                       NO                NO
## 515                                       NO                NO
## 516                                       NO               YES
## 517                                       NO               YES
## 518                                       NO               YES
## 519                                       NO               YES
## 520                                       NO               YES
## 521                                       NO               YES
## 522                                       NO               YES
## 523                                       NO               YES
## 524                                       NO               YES
## 525                          [Not Available]               YES
## 526                                       NO               YES
## 527                                       NO                NO
## 528                                       NO               YES
## 529                          [Not Available]               YES
## 530                                       NO                NO
## 531                                       NO                NO
## 532                                       NO               YES
## 533                                       NO               YES
## 534                                      YES                NO
## 535                                       NO               YES
## 536                                       NO               YES
## 537                                       NO               YES
## 538                          [Not Available]                NO
## 539                                       NO               YES
## 540                                       NO               YES
## 541                          [Not Available]               YES
## 542                                      YES               YES
## 543                                      YES               YES
## 544                                       NO                NO
## 545                                       NO                NO
## 546                                       NO               YES
## 547                                       NO               YES
## 548                          [Not Available]               YES
## 549                                       NO               YES
## 550                          [Not Available]                NO
## 551                                       NO               YES
## 552                                       NO                NO
## 553                          [Not Available]               YES
## 554                          [Not Available]               YES
## 555                          [Not Available]               YES
## 556                                       NO               YES
## 557                                       NO               YES
## 558                                       NO               YES
## 559                          [Not Available]                NO
## 560                          [Not Available]               YES
## 561                          [Not Available]                NO
## 562                          [Not Available]                NO
## 563                          [Not Available]               YES
## 564                          [Not Available]               YES
## 565                                       NO               YES
## 566                                       NO                NO
## 567                          [Not Available]               YES
## 568                          [Not Available]                NO
## 569                                       NO               YES
## 570                          [Not Available]               YES
## 571                          [Not Available]               YES
## 572                          [Not Available]               YES
## 573                                       NO               YES
## 574                                       NO                NO
## 575                          [Not Available]               YES
## 576                          [Not Available]               YES
## 577                          [Not Available]               YES
## 578                                       NO                NO
## 579                          [Not Available]               YES
## 580                          [Not Available]               YES
## 581                          [Not Available]               YES
## 582                          [Not Available]                NO
## 583                          [Not Available]                NO
## 584                          [Not Available]                NO
## 585                          [Not Available]               YES
## 586                          [Not Available]               YES
## 587                          [Not Available]               YES
## 588                          [Not Available]               YES
## 589                          [Not Available]               YES
## 590                          [Not Available]                NO
## 591                                       NO                NO
## 592                          [Not Available]               YES
## 593                                       NO               YES
## 594                                       NO                NO
## 595                                       NO               YES
## 596                                       NO               YES
## 597                                       NO                NO
## 598                                       NO               YES
## 599                                       NO               YES
## 600                                       NO               YES
## 601                                       NO                NO
## 602                          [Not Available]   [Not Available]
## 603                          [Not Available]   [Not Available]
## 604                          [Not Available]   [Not Available]
## 605                          [Not Available]   [Not Available]
## 606                                [Unknown]                NO
## 607                          [Not Available]   [Not Available]
## 608                          [Not Available]   [Not Available]
## 609                          [Not Available]   [Not Available]
## 610                          [Not Available]   [Not Available]
## 611                          [Not Available]   [Not Available]
## 612                          [Not Available]   [Not Available]
## 613                          [Not Available]   [Not Available]
## 614                          [Not Available]   [Not Available]
## 615                          [Not Available]   [Not Available]
## 616                          [Not Available]   [Not Available]
## 617                          [Not Available]   [Not Available]
## 618                          [Not Available]   [Not Available]
## 619                                       NO               YES
## 620                          [Not Available]   [Not Available]
## 621                          [Not Available]   [Not Available]
## 622                                      YES                NO
## 623                          [Not Available]   [Not Available]
## 624                          [Not Available]   [Not Available]
## 625                          [Not Available]   [Not Available]
## 626                          [Not Available]   [Not Available]
## 627                          [Not Available]   [Not Available]
## 628                          [Not Available]   [Not Available]
## 629                          [Not Available]   [Not Available]
## 630                          [Not Available]   [Not Available]
## 631                          [Not Available]   [Not Available]
## 632                          [Not Available]   [Not Available]
## 633                          [Not Available]   [Not Available]
## 634                          [Not Available]   [Not Available]
## 635                          [Not Available]   [Not Available]
## 636                          [Not Available]   [Not Available]
## 637                          [Not Available]   [Not Available]
## 638                          [Not Available]   [Not Available]
## 639                                       NO               YES
## 640                                       NO               YES
## 641                          [Not Available]   [Not Available]
## 642                          [Not Available]   [Not Available]
## 643                          [Not Available]   [Not Available]
## 644                          [Not Available]   [Not Available]
## 645                                       NO               YES
## 646                                       NO                NO
## 647                                       NO                NO
## 648                                       NO                NO
## 649                                       NO                NO
## 650                                       NO               YES
## 651                                       NO               YES
## 652                                       NO                NO
## 653                                       NO               YES
## 654                                       NO                NO
## 655                                       NO                NO
## 656                                       NO               YES
## 657                                       NO                NO
## 658                                       NO                NO
## 659                          [Not Available]   [Not Available]
## 660                                       NO                NO
## 661                                       NO                NO
## 662                                       NO                NO
## 663                                       NO                NO
## 664                                       NO                NO
## 665                                      YES                NO
## 666                          [Not Available]   [Not Available]
## 667                                       NO                NO
## 668                                       NO                NO
## 669                                       NO                NO
## 670                                       NO                NO
## 671                                       NO               YES
## 672                                       NO                NO
## 673                                       NO                NO
## 674                                       NO                NO
## 675                                       NO                NO
## 676                          [Not Available]   [Not Available]
## 677                                       NO                NO
## 678                                       NO                NO
## 679                                      YES                NO
## 680                                       NO                NO
## 681                                       NO                NO
## 682                                       NO                NO
## 683                                       NO                NO
## 684                                       NO                NO
## 685                          [Not Available]   [Not Available]
## 686                                       NO                NO
## 687                                       NO                NO
## 688                                       NO                NO
## 689                                       NO                NO
## 690                                       NO                NO
## 691                                       NO               YES
## 692                                       NO                NO
## 693                                       NO                NO
## 694                                       NO                NO
## 695                                       NO                NO
## 696                                       NO                NO
## 697                                       NO                NO
## 698                          [Not Available]   [Not Available]
## 699                                       NO                NO
## 700                                       NO                NO
## 701                                       NO                NO
## 702                                      YES               YES
## 703                                       NO                NO
## 704                                       NO                NO
## 705                                       NO                NO
## 706                                       NO                NO
## 707                                       NO                NO
## 708                                       NO               YES
## 709                                       NO                NO
## 710                                       NO                NO
## 711                                       NO                NO
## 712                                       NO                NO
## 713                                       NO                NO
## 714                                       NO               YES
## 715                                       NO                NO
## 716                                       NO                NO
## 717                                      YES               YES
## 718                                       NO               YES
## 719                                       NO               YES
## 720                                       NO               YES
## 721                                       NO                NO
## 722                                       NO                NO
## 723                                       NO               YES
## 724                                       NO               YES
## 725                                       NO               YES
## 726                                       NO               YES
## 727                                       NO                NO
## 728                                       NO                NO
## 729                                       NO               YES
## 730                                       NO                NO
## 731                                       NO                NO
## 732                                       NO                NO
## 733                                       NO                NO
## 734                                       NO                NO
## 735                                       NO               YES
## 736                                       NO                NO
## 737                                       NO                NO
## 738                                       NO               YES
## 739                                       NO               YES
## 740                                       NO               YES
## 741                                       NO               YES
## 742                                      YES                NO
## 743                                       NO               YES
## 744                                       NO                NO
## 745                                       NO                NO
## 746                                       NO                NO
## 747                                       NO               YES
## 748                                       NO               YES
## 749                                       NO               YES
## 750                                       NO               YES
## 751                                       NO                NO
## 752                                       NO                NO
## 753                                       NO               YES
## 754                                       NO                NO
## 755                                       NO                NO
## 756                                       NO                NO
## 757                                       NO                NO
## 758                                       NO                NO
## 759                                       NO               YES
## 760                                       NO               YES
## 761                                       NO                NO
## 762                                       NO                NO
## 763                                       NO               YES
## 764                                       NO               YES
## 765                                       NO               YES
## 766                                       NO                NO
## 767                                       NO                NO
## 768                                       NO               YES
## 769                                       NO                NO
## 770                                       NO                NO
## 771                                       NO                NO
## 772                                       NO                NO
## 773                                       NO                NO
## 774                                       NO               YES
## 775                                       NO               YES
## 776                                       NO                NO
## 777                                       NO               YES
## 778                                       NO                NO
## 779                                       NO               YES
## 780                                       NO                NO
## 781                                       NO                NO
## 782                                      YES               YES
## 783                                       NO               YES
## 784                                       NO               YES
## 785                                       NO                NO
## 786                                       NO               YES
## 787                                       NO               YES
## 788                                       NO                NO
## 789                                      YES               YES
## 790                                      YES               YES
## 791                                       NO               YES
## 792                                       NO               YES
## 793                                       NO               YES
## 794                                       NO               YES
## 795                                       NO               YES
## 796                                       NO               YES
## 797                                       NO                NO
## 798                                      YES               YES
## 799                                       NO               YES
## 800                                       NO                NO
## 801                                       NO                NO
## 802                                       NO               YES
## 803                                       NO                NO
## 804                                       NO               YES
## 805                                       NO                NO
## 806                                      YES               YES
## 807                                       NO               YES
## 808                                      YES                NO
## 809                                       NO               YES
## 810                                       NO               YES
## 811                                       NO                NO
## 812                                       NO               YES
## 813                                       NO                NO
## 814                                       NO               YES
## 815                                       NO               YES
## 816                                       NO               YES
## 817                                       NO               YES
## 818                                       NO               YES
## 819                                       NO               YES
## 820                                       NO               YES
## 821                                       NO                NO
## 822                                       NO                NO
## 823                                       NO                NO
## 824                                       NO               YES
## 825                                       NO                NO
## 826                                       NO               YES
## 827                                      YES                NO
## 828                                       NO               YES
## 829                                       NO               YES
## 830                                       NO               YES
## 831                                       NO                NO
## 832                                       NO               YES
## 833                                       NO               YES
## 834                                       NO               YES
## 835                                       NO               YES
## 836                                       NO               YES
## 837                                       NO                NO
## 838                                       NO                NO
## 839                                       NO               YES
## 840                                      YES               YES
## 841                                       NO                NO
## 842                                       NO               YES
## 843                                       NO                NO
## 844                                       NO               YES
## 845                                       NO               YES
## 846                                       NO                NO
## 847                                       NO               YES
## 848                                       NO               YES
## 849                                       NO               YES
## 850                                       NO                NO
## 851                                       NO                NO
## 852                                      YES               YES
## 853                                       NO               YES
## 854                                       NO               YES
## 855                                       NO                NO
## 856                                       NO               YES
## 857                                      YES               YES
## 858                                       NO                NO
## 859                                       NO               YES
## 860                                       NO               YES
## 861                                      YES                NO
## 862                                      YES               YES
## 863                                       NO                NO
## 864                                      YES               YES
## 865                                       NO                NO
## 866                                       NO               YES
## 867                                [Unknown]               YES
## 868                                       NO                NO
## 869                                       NO               YES
## 870                                       NO               YES
## 871                                       NO               YES
## 872                                       NO               YES
## 873                                       NO               YES
## 874                                       NO                NO
## 875                                       NO               YES
## 876                                       NO                NO
## 877                                      YES               YES
## 878                                       NO                NO
## 879                                       NO                NO
## 880                                       NO               YES
## 881                                       NO                NO
## 882                                       NO                NO
## 883                                       NO               YES
## 884                                       NO                NO
## 885                                       NO                NO
## 886                                       NO                NO
## 887                                       NO                NO
## 888                                       NO                NO
## 889                                       NO                NO
## 890                                       NO               YES
## 891                                       NO               YES
## 892                                       NO               YES
## 893                                       NO               YES
## 894                                       NO               YES
## 895                                       NO               YES
## 896                                       NO               YES
## 897                                       NO                NO
## 898                                       NO                NO
## 899                                       NO                NO
## 900                                       NO               YES
## 901                                [Unknown]               YES
## 902                                       NO               YES
## 903                                       NO               YES
## 904                                       NO               YES
## 905                                       NO               YES
## 906                                       NO               YES
## 907                                       NO                NO
## 908                                       NO               YES
## 909                                       NO                NO
## 910                                       NO                NO
## 911                                       NO                NO
## 912                                       NO               YES
## 913                                       NO                NO
## 914                                       NO               YES
## 915                                      YES               YES
## 916                                       NO                NO
## 917                                       NO                NO
## 918                                       NO               YES
## 919                                       NO                NO
## 920                                       NO               YES
## 921                                       NO               YES
## 922                                       NO               YES
## 923                                      YES               YES
## 924                                       NO               YES
## 925                                       NO                NO
## 926                                       NO                NO
## 927                                       NO                NO
## 928                                       NO               YES
## 929                                       NO                NO
## 930                                       NO                NO
## 931                                       NO               YES
## 932                                       NO                NO
## 933                                       NO                NO
## 934                                       NO               YES
## 935                                       NO               YES
## 936                                       NO                NO
## 937                                       NO                NO
## 938                                       NO                NO
## 939                                       NO               YES
## 940                                       NO               YES
## 941                                       NO                NO
## 942                                       NO                NO
## 943                                       NO                NO
## 944                                       NO                NO
## 945                                       NO                NO
## 946                                       NO               YES
## 947                                       NO               YES
## 948                                       NO               YES
## 949                                       NO                NO
## 950                                      YES               YES
## 951                                      YES               YES
## 952                                       NO                NO
## 953                                       NO               YES
## 954                                       NO               YES
## 955                                       NO               YES
## 956                                      YES                NO
## 957                                      YES                NO
## 958                                       NO               YES
## 959                                       NO                NO
## 960                                       NO                NO
## 961                                       NO                NO
## 962                                       NO               YES
## 963                                       NO                NO
## 964                                       NO                NO
## 965                                       NO               YES
## 966                                       NO               YES
## 967                                       NO               YES
## 968                                       NO               YES
## 969                                       NO               YES
## 970                                       NO               YES
## 971                                       NO               YES
## 972                                       NO     [Discrepancy]
## 973                                       NO               YES
## 974                                       NO                NO
## 975                                       NO                NO
## 976                                       NO               YES
## 977                                       NO               YES
## 978                                       NO               YES
## 979                                       NO               YES
## 980                                       NO               YES
## 981                                      YES               YES
## 982                                      YES               YES
## 983                                       NO               YES
## 984                                       NO               YES
## 985                                       NO                NO
## 986                                       NO               YES
## 987                                       NO                NO
## 988                                       NO                NO
## 989                                       NO               YES
## 990                                       NO               YES
## 991                                       NO               YES
## 992                                       NO                NO
## 993                                       NO               YES
## 994                                       NO                NO
## 995                                       NO               YES
## 996                                       NO               YES
## 997                                       NO               YES
## 998                                       NO               YES
## 999                                       NO               YES
## 1000                                      NO                NO
## 1001                                      NO                NO
## 1002                                      NO         [Unknown]
## 1003                                     YES               YES
## 1004                                      NO                NO
## 1005                                      NO                NO
## 1006                                      NO               YES
## 1007                                      NO                NO
## 1008                                      NO                NO
## 1009                                      NO                NO
## 1010                                      NO                NO
## 1011                                      NO                NO
## 1012                                      NO               YES
## 1013                                      NO                NO
## 1014                                      NO                NO
## 1015                                      NO               YES
## 1016                                     YES                NO
## 1017                                      NO               YES
## 1018                                      NO               YES
## 1019                                      NO               YES
## 1020                                      NO                NO
## 1021                               [Unknown]         [Unknown]
## 1022                                      NO               YES
## 1023                                      NO                NO
## 1024                                     YES               YES
## 1025                                      NO                NO
## 1026                                      NO               YES
## 1027                                      NO                NO
## 1028                                      NO               YES
## 1029                                      NO               YES
## 1030                                     YES               YES
## 1031                                      NO               YES
## 1032                                      NO         [Unknown]
## 1033                                      NO                NO
## 1034                                      NO               YES
## 1035                                      NO               YES
## 1036                                      NO                NO
## 1037                                      NO               YES
## 1038                                      NO               YES
## 1039                                      NO               YES
## 1040                                      NO                NO
## 1041                                      NO               YES
## 1042                                      NO                NO
## 1043                                      NO               YES
## 1044                                      NO               YES
## 1045                                      NO               YES
## 1046                                      NO               YES
## 1047                                      NO                NO
## 1048                                      NO               YES
## 1049                                      NO               YES
## 1050                                      NO               YES
## 1051                                      NO                NO
## 1052                                      NO               YES
## 1053                                      NO                NO
## 1054                                      NO                NO
## 1055                                      NO                NO
## 1056                                      NO               YES
## 1057                                      NO               YES
## 1058                                      NO               YES
## 1059                               [Unknown]         [Unknown]
## 1060                               [Unknown]                NO
## 1061                               [Unknown]                NO
## 1062                                      NO                NO
## 1063                                      NO                NO
## 1064                                      NO               YES
## 1065                                      NO               YES
## 1066                                      NO                NO
## 1067                                      NO                NO
## 1068                                      NO               YES
## 1069                                      NO                NO
## 1070                                      NO               YES
## 1071                                      NO               YES
## 1072                                      NO               YES
## 1073                                      NO                NO
## 1074                                      NO                NO
## 1075                                      NO               YES
## 1076                                      NO                NO
## 1077                                      NO                NO
## 1078                                      NO               YES
## 1079                                      NO               YES
## 1080                                      NO               YES
## 1081                                     YES                NO
## 1082                                      NO                NO
##                     histological_type pathologic_T pathologic_M pathologic_N
## 1      Infiltrating Lobular Carcinoma           TX           MX           NX
## 2       Infiltrating Ductal Carcinoma           T2           M0          N1a
## 3       Infiltrating Ductal Carcinoma           T2           M0          N1a
## 4       Infiltrating Ductal Carcinoma          T1c           M0      N0 (i+)
## 5      Infiltrating Lobular Carcinoma           T2           M0          N2a
## 6      Infiltrating Lobular Carcinoma           T2           M0           N0
## 7                      Other, specify           T2           MX           NX
## 8                      Other, specify          T1c           M0           N0
## 9       Infiltrating Ductal Carcinoma           T2           M0           N0
## 10   Mixed Histology (please specify)          T1c           M0      N0 (i-)
## 11      Infiltrating Ductal Carcinoma           T2           M0           N0
## 12                     Other, specify           T2           M0          N1a
## 13      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 14      Infiltrating Ductal Carcinoma           T2           M0          N1a
## 15      Infiltrating Ductal Carcinoma           T3           M0          N1a
## 16                     Other, specify           T2           M0      N0 (i-)
## 17      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 18      Infiltrating Ductal Carcinoma          T1c           MX           N1
## 19      Infiltrating Ductal Carcinoma           T2           M0           N1
## 20      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 21      Infiltrating Ductal Carcinoma           T2           MX           N1
## 22      Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 23      Infiltrating Ductal Carcinoma           T2           M0          N3c
## 24      Infiltrating Ductal Carcinoma           T1           M0      N0 (i-)
## 25      Infiltrating Ductal Carcinoma           T1           M0      N0 (i-)
## 26      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 27      Infiltrating Ductal Carcinoma           T2           M0      N0 (i+)
## 28      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 29                     Other, specify           T2           M0         N1mi
## 30      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 31      Infiltrating Ductal Carcinoma           T2           M0         N1mi
## 32     Infiltrating Lobular Carcinoma           T3           M0          N2a
## 33      Infiltrating Ductal Carcinoma           T3           M0          N2a
## 34      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 35     Infiltrating Lobular Carcinoma           T3           M0           N0
## 36      Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 37      Infiltrating Ductal Carcinoma           T1           M0      N0 (i-)
## 38     Infiltrating Lobular Carcinoma           T3           M0           N0
## 39      Infiltrating Ductal Carcinoma          T4b           M1          N3a
## 40      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 41      Infiltrating Ductal Carcinoma           T2           M0      N0 (i+)
## 42      Infiltrating Ductal Carcinoma           T2           M0          N1a
## 43      Infiltrating Ductal Carcinoma           T2           M0          N1a
## 44      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 45      Infiltrating Ductal Carcinoma           T2           M0           N1
## 46      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 47      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 48      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 49      Infiltrating Ductal Carcinoma           T2           M0      N0 (i+)
## 50      Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 51      Infiltrating Ductal Carcinoma           T2           M0          N1a
## 52      Infiltrating Ductal Carcinoma           T1           M0      N0 (i-)
## 53     Infiltrating Lobular Carcinoma           T2           M0      N0 (i+)
## 54      Infiltrating Ductal Carcinoma           T1           M0      N0 (i-)
## 55     Infiltrating Lobular Carcinoma           T1           M0      N0 (i+)
## 56      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 57      Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 58     Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 59      Infiltrating Ductal Carcinoma           T2           M0          N2a
## 60      Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 61      Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 62     Infiltrating Lobular Carcinoma          T1b           M0          N3a
## 63     Infiltrating Lobular Carcinoma           T3           M0      N0 (i+)
## 64      Infiltrating Ductal Carcinoma           T2           M0          N1a
## 65      Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 66      Infiltrating Ductal Carcinoma           T2           M0      N0 (i+)
## 67      Infiltrating Ductal Carcinoma           T2           M1          N2a
## 68      Infiltrating Ductal Carcinoma           T2           M1           N2
## 69      Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 70     Infiltrating Lobular Carcinoma           T3           M0           N1
## 71      Infiltrating Ductal Carcinoma           T2           M0           N1
## 72      Infiltrating Ductal Carcinoma           T3           M0           N3
## 73      Infiltrating Ductal Carcinoma           T3           M1           N3
## 74      Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 75     Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 76      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 77     Infiltrating Lobular Carcinoma           T3           M0      N0 (i-)
## 78      Infiltrating Ductal Carcinoma           T2           M0      N0 (i+)
## 79      Infiltrating Ductal Carcinoma           T2           M0         N1mi
## 80     Infiltrating Lobular Carcinoma           T3           M0      N0 (i+)
## 81      Infiltrating Ductal Carcinoma           T2           M0          N1a
## 82      Infiltrating Ductal Carcinoma          T1b           M0      N0 (i+)
## 83      Infiltrating Ductal Carcinoma           T2           M0          N3a
## 84      Infiltrating Ductal Carcinoma           T2           M0          N2a
## 85      Infiltrating Ductal Carcinoma          T1c           M0      N0 (i+)
## 86      Infiltrating Ductal Carcinoma           T3           M0          N2a
## 87     Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 88     Infiltrating Lobular Carcinoma           T3           M0          N2a
## 89      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 90      Infiltrating Ductal Carcinoma          T4b           M0          N2a
## 91     Infiltrating Lobular Carcinoma           T3           M0      N0 (i+)
## 92      Infiltrating Ductal Carcinoma           T3           M0          N2a
## 93      Infiltrating Ductal Carcinoma           T3           M0          N2a
## 94      Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 95                     Other, specify           T2           M0          N1a
## 96      Infiltrating Ductal Carcinoma           T2           M0           N1
## 97      Infiltrating Ductal Carcinoma           T3           M0          N1a
## 98      Infiltrating Ductal Carcinoma           T2           M0          N2a
## 99      Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 100    Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 101     Infiltrating Ductal Carcinoma           T2           M0           N1
## 102     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 103    Infiltrating Lobular Carcinoma           T2           M0          N3a
## 104     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 105     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 106    Infiltrating Lobular Carcinoma           T2           M0          N1a
## 107                Mucinous Carcinoma           T3           M0         N1mi
## 108     Infiltrating Ductal Carcinoma           T1           M0          N2a
## 109     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 110     Infiltrating Ductal Carcinoma           T2           M0         N1mi
## 111     Infiltrating Ductal Carcinoma           T2           M0           N0
## 112     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 113     Infiltrating Ductal Carcinoma           T2           M0           N0
## 114     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 115     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 116     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 117    Infiltrating Lobular Carcinoma           T2           M0          N3a
## 118             Metaplastic Carcinoma           T2           M0           N0
## 119    Infiltrating Lobular Carcinoma           T3           M0          N3a
## 120                Mucinous Carcinoma           T2           M0           N0
## 121             Metaplastic Carcinoma           T2           M0           N0
## 122    Infiltrating Lobular Carcinoma           T3           M0           N2
## 123     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 124     Infiltrating Ductal Carcinoma           T1           M0           N0
## 125     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 126  Mixed Histology (please specify)           T2           M0      N0 (i-)
## 127     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 128     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 129     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 130     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 131     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 132     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 133     Infiltrating Ductal Carcinoma           T2           MX           N1
## 134     Infiltrating Ductal Carcinoma           T3           M0          N1a
## 135     Infiltrating Ductal Carcinoma           T2           MX           N0
## 136    Infiltrating Lobular Carcinoma           T2           MX          N1a
## 137    Infiltrating Lobular Carcinoma           T3           MX          N1a
## 138                    Other, specify           T1           M0           N0
## 139                    Other, specify           T2           M0      N0 (i+)
## 140     Infiltrating Ductal Carcinoma           T1           M0          N1a
## 141     Infiltrating Ductal Carcinoma           T2           M0           N0
## 142     Infiltrating Ductal Carcinoma           T2           M0           N0
## 143     Infiltrating Ductal Carcinoma           T2           MX          N2a
## 144                Mucinous Carcinoma          T1c           M0           N0
## 145    Infiltrating Lobular Carcinoma           T2           M0      N0 (i+)
## 146                Mucinous Carcinoma           T2           M0           N0
## 147    Infiltrating Lobular Carcinoma          T1c           MX           N0
## 148                Mucinous Carcinoma           T2           M0           N0
## 149    Infiltrating Lobular Carcinoma           T3           MX          N3a
## 150    Infiltrating Lobular Carcinoma           T3           MX          N3a
## 151    Infiltrating Lobular Carcinoma           T2           M0          N1a
## 152    Infiltrating Lobular Carcinoma           T3           M0         N1mi
## 153    Infiltrating Lobular Carcinoma           T3           MX           N0
## 154     Infiltrating Ductal Carcinoma           T2           M0           N0
## 155     Infiltrating Ductal Carcinoma           T2           M0           N0
## 156     Infiltrating Ductal Carcinoma           T2           M0           N0
## 157     Infiltrating Ductal Carcinoma           T2           M0           N0
## 158        Infiltrating Carcinoma NOS           T2           M0           N0
## 159     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 160    Infiltrating Lobular Carcinoma           T2           M0          N3a
## 161     Infiltrating Ductal Carcinoma           T2           M0           N0
## 162     Infiltrating Ductal Carcinoma           T2           M0           N0
## 163     Infiltrating Ductal Carcinoma           T2           M0           N0
## 164     Infiltrating Ductal Carcinoma           T2           M0           N1
## 165     Infiltrating Ductal Carcinoma          T4b           M0           N0
## 166     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 167     Infiltrating Ductal Carcinoma          T1c           M0          N2a
## 168     Infiltrating Ductal Carcinoma           T3           M0           N2
## 169     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 170     Infiltrating Ductal Carcinoma           T3           M0          N1a
## 171     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 172     Infiltrating Ductal Carcinoma           T3           M0           N0
## 173     Infiltrating Ductal Carcinoma           T2           M0           N0
## 174     Infiltrating Ductal Carcinoma           T3           M0           N0
## 175     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 176     Infiltrating Ductal Carcinoma           T2           M0           N0
## 177     Infiltrating Ductal Carcinoma          T4b           M0           N3
## 178     Infiltrating Ductal Carcinoma           T2           M0           N0
## 179     Infiltrating Ductal Carcinoma           T2           M0           N0
## 180     Infiltrating Ductal Carcinoma          T4b           MX          N3a
## 181     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 182     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 183     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 184     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 185     Infiltrating Ductal Carcinoma           T3           M0          N1a
## 186     Infiltrating Ductal Carcinoma           T2           M0           N0
## 187     Infiltrating Ductal Carcinoma           T2           M0           N1
## 188     Infiltrating Ductal Carcinoma           T2           M0          N3a
## 189  Mixed Histology (please specify)           T2           M0           N0
## 190     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 191     Infiltrating Ductal Carcinoma           T2           M1           NX
## 192     Infiltrating Ductal Carcinoma           T2           M0           N0
## 193     Infiltrating Ductal Carcinoma           T2           M0           N0
## 194     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 195     Infiltrating Ductal Carcinoma           T3           M0           N0
## 196     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 197     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 198     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 199     Infiltrating Ductal Carcinoma           T2           M0           N0
## 200     Infiltrating Ductal Carcinoma           T2           M0           N0
## 201     Infiltrating Ductal Carcinoma           T2           M0           N0
## 202     Infiltrating Ductal Carcinoma           T2           M0           N0
## 203     Infiltrating Ductal Carcinoma           T2           M0           N0
## 204     Infiltrating Ductal Carcinoma          T4b           M1           N3
## 205     Infiltrating Ductal Carcinoma           T3           M0          N2a
## 206     Infiltrating Ductal Carcinoma           T2           M1          N3a
## 207     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 208     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 209     Infiltrating Ductal Carcinoma           T2           M1          N1a
## 210     Infiltrating Ductal Carcinoma          T4d           M0          N3a
## 211     Infiltrating Ductal Carcinoma          T4b           M0          N3a
## 212     Infiltrating Ductal Carcinoma           T2           M0           N0
## 213     Infiltrating Ductal Carcinoma           T2           M0           N0
## 214     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 215     Infiltrating Ductal Carcinoma           T2           M0           N0
## 216     Infiltrating Ductal Carcinoma           T2           M0           N0
## 217     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 218     Infiltrating Ductal Carcinoma           T2           M0           N0
## 219     Infiltrating Ductal Carcinoma           T2           M0           N1
## 220     Infiltrating Ductal Carcinoma          T4b           MX          N3a
## 221     Infiltrating Ductal Carcinoma           T2           M0           NX
## 222     Infiltrating Ductal Carcinoma          T4b           M0          N1a
## 223     Infiltrating Ductal Carcinoma           T2           MX           N0
## 224     Infiltrating Ductal Carcinoma           T2           M0           N1
## 225     Infiltrating Ductal Carcinoma           T3           M0          N3a
## 226     Infiltrating Ductal Carcinoma           T2           M0           N0
## 227     Infiltrating Ductal Carcinoma           T2           M0          N3a
## 228     Infiltrating Ductal Carcinoma           T2           M0          N3a
## 229     Infiltrating Ductal Carcinoma          T4b           M0          N2a
## 230     Infiltrating Ductal Carcinoma           T2           M0           N1
## 231    Infiltrating Lobular Carcinoma          T1c           MX           N0
## 232    Infiltrating Lobular Carcinoma           T2           M0           N0
## 233    Infiltrating Lobular Carcinoma           T2           M0           N3
## 234    Infiltrating Lobular Carcinoma           T2           M0          N3a
## 235    Infiltrating Lobular Carcinoma           T3           M0           N0
## 236    Infiltrating Lobular Carcinoma           T2           M0           N0
## 237    Infiltrating Lobular Carcinoma           T2           M0           N0
## 238    Infiltrating Lobular Carcinoma           T2           M0           N0
## 239    Infiltrating Lobular Carcinoma           T2           M0          N3a
## 240    Infiltrating Lobular Carcinoma           T2           M0          N1a
## 241     Infiltrating Ductal Carcinoma           T2           M0           N0
## 242    Infiltrating Lobular Carcinoma           T2           M0           N0
## 243  Mixed Histology (please specify)          T1c           M0           N0
## 244     Infiltrating Ductal Carcinoma           T2           MX           N1
## 245     Infiltrating Ductal Carcinoma           T2           MX           N1
## 246    Infiltrating Lobular Carcinoma          T1c           MX           N1
## 247     Infiltrating Ductal Carcinoma           T2           M0           NX
## 248    Infiltrating Lobular Carcinoma           T3           M0      N0 (i-)
## 249     Infiltrating Ductal Carcinoma           T2           MX          N2a
## 250     Infiltrating Ductal Carcinoma           T2           MX          N1a
## 251    Infiltrating Lobular Carcinoma           T2           MX           N0
## 252    Infiltrating Lobular Carcinoma           T3           MX          N3a
## 253    Infiltrating Lobular Carcinoma           T2           MX           N1
## 254    Infiltrating Lobular Carcinoma           T2           MX          N1a
## 255    Infiltrating Lobular Carcinoma           T2           M0          N3a
## 256    Infiltrating Lobular Carcinoma           T2           M0         N1mi
## 257    Infiltrating Lobular Carcinoma           T2           MX           N1
## 258             Metaplastic Carcinoma           T3           MX           N0
## 259    Infiltrating Lobular Carcinoma           T3           MX          N1a
## 260             Metaplastic Carcinoma          T4b           M0           N0
## 261    Infiltrating Lobular Carcinoma           T3           MX          N2a
## 262    Infiltrating Lobular Carcinoma           T3           M0           N3
## 263    Infiltrating Lobular Carcinoma           T2           MX          N1a
## 264    Infiltrating Lobular Carcinoma           T2           MX         N1mi
## 265    Infiltrating Lobular Carcinoma           T2           MX         N1mi
## 266    Infiltrating Lobular Carcinoma          T1c           MX      N0 (i-)
## 267    Infiltrating Lobular Carcinoma           T3           M0         N1mi
## 268    Infiltrating Lobular Carcinoma           T3           MX           N0
## 269    Infiltrating Lobular Carcinoma           T2           MX           N0
## 270    Infiltrating Lobular Carcinoma           T3           MX           N1
## 271    Infiltrating Lobular Carcinoma           T2           MX          N1a
## 272    Infiltrating Lobular Carcinoma          T1c           MX          N3a
## 273                    Other, specify           T2           MX      N0 (i-)
## 274    Infiltrating Lobular Carcinoma           T3           M0           N0
## 275     Infiltrating Ductal Carcinoma           T2           MX         N1mi
## 276    Infiltrating Lobular Carcinoma           T2           MX           N0
## 277     Infiltrating Ductal Carcinoma           T3           MX      N0 (i-)
## 278     Infiltrating Ductal Carcinoma           T2           M1          N1a
## 279     Infiltrating Ductal Carcinoma           T2           MX           N0
## 280    Infiltrating Lobular Carcinoma           T2           MX           N1
## 281    Infiltrating Lobular Carcinoma           T2           MX           N1
## 282     Infiltrating Ductal Carcinoma           T2           MX      N0 (i-)
## 283    Infiltrating Lobular Carcinoma           T2           MX          N3a
## 284     Infiltrating Ductal Carcinoma           T2           MX          N1a
## 285     Infiltrating Ductal Carcinoma          T1c           MX          N1a
## 286             Metaplastic Carcinoma           T3           MX           N0
## 287     Infiltrating Ductal Carcinoma          T1c           MX      N0 (i-)
## 288     Infiltrating Ductal Carcinoma           T2           MX          N1a
## 289                Mucinous Carcinoma          T1c           MX      N0 (i-)
## 290    Infiltrating Lobular Carcinoma           T2           MX      N0 (i-)
## 291     Infiltrating Ductal Carcinoma           T2           M0           N0
## 292     Infiltrating Ductal Carcinoma           T2           M0           N0
## 293     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 294     Infiltrating Ductal Carcinoma           T2           M0           N0
## 295     Infiltrating Ductal Carcinoma           T2           M0           N0
## 296     Infiltrating Ductal Carcinoma           T2           M0           N2
## 297     Infiltrating Ductal Carcinoma           T2           M0           N1
## 298     Infiltrating Ductal Carcinoma           T2           M0           N1
## 299     Infiltrating Ductal Carcinoma           T3           M0           N0
## 300     Infiltrating Ductal Carcinoma           T2           M0           N0
## 301     Infiltrating Ductal Carcinoma           T4           M0           N0
## 302     Infiltrating Ductal Carcinoma           T2           M0           N0
## 303     Infiltrating Ductal Carcinoma           T2           M0           N0
## 304     Infiltrating Ductal Carcinoma           T2           M0           N2
## 305     Infiltrating Ductal Carcinoma           T2           M0           N0
## 306     Infiltrating Ductal Carcinoma           T2           M0           N0
## 307     Infiltrating Ductal Carcinoma          T1b           M0           N0
## 308     Infiltrating Ductal Carcinoma           T2           M1           N2
## 309     Infiltrating Ductal Carcinoma           T4           M0           N0
## 310     Infiltrating Ductal Carcinoma           T2           M0           N0
## 311    Infiltrating Lobular Carcinoma          T1c           M0           N0
## 312    Infiltrating Lobular Carcinoma          T1c           M0           N0
## 313     Infiltrating Ductal Carcinoma           T2           M0           N1
## 314     Infiltrating Ductal Carcinoma           T2           M0           N0
## 315     Infiltrating Ductal Carcinoma           T2           M0           N2
## 316     Infiltrating Ductal Carcinoma           T2           M0           N0
## 317     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 318     Infiltrating Ductal Carcinoma           T2           M0           N2
## 319     Infiltrating Ductal Carcinoma           T2           M0           N0
## 320     Infiltrating Ductal Carcinoma           T2           M0           N0
## 321     Infiltrating Ductal Carcinoma           T2           M0           N2
## 322     Infiltrating Ductal Carcinoma           T2           M0           N2
## 323     Infiltrating Ductal Carcinoma           T2           M0           N2
## 324     Infiltrating Ductal Carcinoma           T2           M0           N2
## 325     Infiltrating Ductal Carcinoma           T2           M0           N2
## 326     Infiltrating Ductal Carcinoma           T2           M0           N2
## 327     Infiltrating Ductal Carcinoma           T2           M0           N0
## 328     Infiltrating Ductal Carcinoma           T2           M0           N2
## 329     Infiltrating Ductal Carcinoma           T2           M0           N2
## 330     Infiltrating Ductal Carcinoma           T3           M0           N2
## 331     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 332     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 333     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 334     Infiltrating Ductal Carcinoma           T2           M0           N1
## 335     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 336     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 337                    Other, specify          T1c           M0      N0 (i-)
## 338     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 339     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 340                    Other, specify           T2           M0          N1b
## 341     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 342                    Other, specify           T4           M1          N1a
## 343     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 344                    Other, specify           T2           M0           N1
## 345    Infiltrating Lobular Carcinoma           T2           M0      N0 (i+)
## 346    Infiltrating Lobular Carcinoma           T2           M0           N3
## 347     Infiltrating Ductal Carcinoma           T2           M0           N3
## 348     Infiltrating Ductal Carcinoma           T3           M0          N1a
## 349     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 350     Infiltrating Ductal Carcinoma           T3           M0          N1a
## 351     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 352     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 353                    Other, specify           T2           M0          N2a
## 354     Infiltrating Ductal Carcinoma          T1c           M0           N1
## 355    Infiltrating Lobular Carcinoma           T2           M0          N1a
## 356     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 357     Infiltrating Ductal Carcinoma           T2           M0           N1
## 358                    Other, specify           T2           M0      N0 (i-)
## 359                    Other, specify           T2           M0      N0 (i-)
## 360     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 361     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 362     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 363     Infiltrating Ductal Carcinoma           T2           M0      N0 (i+)
## 364     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 365     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 366     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 367    Infiltrating Lobular Carcinoma           T3           M0      N0 (i+)
## 368     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 369                    Other, specify           T2           M0      N0 (i+)
## 370                    Other, specify           T2           M0      N0 (i-)
## 371    Infiltrating Lobular Carcinoma           T3           M0      N0 (i+)
## 372     Infiltrating Ductal Carcinoma           T1           M0           N1
## 373     Infiltrating Ductal Carcinoma           T4           M0           N1
## 374     Infiltrating Ductal Carcinoma           T2           M0           N0
## 375    Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 376     Infiltrating Ductal Carcinoma           T1           M0           N1
## 377     Infiltrating Ductal Carcinoma           T2           MX          N2a
## 378     Infiltrating Ductal Carcinoma           T2           M0      N0 (i+)
## 379     Infiltrating Ductal Carcinoma           T2           MX      N0 (i-)
## 380     Infiltrating Ductal Carcinoma           T2           MX          N2a
## 381     Infiltrating Ductal Carcinoma           T2           MX          N2a
## 382     Infiltrating Ductal Carcinoma           T2           MX          N3a
## 383     Infiltrating Ductal Carcinoma           T2           M0           N0
## 384     Infiltrating Ductal Carcinoma           T2           M0           N0
## 385    Infiltrating Lobular Carcinoma           T2           M0          N2a
## 386     Infiltrating Ductal Carcinoma           T2           M0           N0
## 387     Infiltrating Ductal Carcinoma           T3           M0           N1
## 388     Infiltrating Ductal Carcinoma           T2           M0           N1
## 389     Infiltrating Ductal Carcinoma           T2           M0           N1
## 390     Infiltrating Ductal Carcinoma           T2           M0           N2
## 391     Infiltrating Ductal Carcinoma           T2           M0           N0
## 392     Infiltrating Ductal Carcinoma           T2           M0           N0
## 393     Infiltrating Ductal Carcinoma           T3           M0           N1
## 394     Infiltrating Ductal Carcinoma           T1           M0           N1
## 395     Infiltrating Ductal Carcinoma           T2           M0           N0
## 396     Infiltrating Ductal Carcinoma           T2           M1           N2
## 397     Infiltrating Ductal Carcinoma           T2           M0           N1
## 398     Infiltrating Ductal Carcinoma           T2           M0           N2
## 399     Infiltrating Ductal Carcinoma           T2           M0           N1
## 400     Infiltrating Ductal Carcinoma           T2           M0           N0
## 401     Infiltrating Ductal Carcinoma           T2           M0           N1
## 402               Medullary Carcinoma           T2           M0           N0
## 403     Infiltrating Ductal Carcinoma           T1           M0           N0
## 404    Infiltrating Lobular Carcinoma           T1           M0           N0
## 405    Infiltrating Lobular Carcinoma           T3           M0           N1
## 406    Infiltrating Lobular Carcinoma           T3           M0           N1
## 407     Infiltrating Ductal Carcinoma           T2           M0           N0
## 408     Infiltrating Ductal Carcinoma           T1           M0           N1
## 409     Infiltrating Ductal Carcinoma           T1           M0           N0
## 410     Infiltrating Ductal Carcinoma           T2           M0           N0
## 411     Infiltrating Ductal Carcinoma           T1           M0           N2
## 412     Infiltrating Ductal Carcinoma           T2           M0           N1
## 413    Infiltrating Lobular Carcinoma           T2           M0           N0
## 414     Infiltrating Ductal Carcinoma           T2           M0           N2
## 415     Infiltrating Ductal Carcinoma           T2           M0           N1
## 416     Infiltrating Ductal Carcinoma           T2           M0           N0
## 417     Infiltrating Ductal Carcinoma           T1           M0           N0
## 418     Infiltrating Ductal Carcinoma           T1           M0           N0
## 419    Infiltrating Lobular Carcinoma           T2           M0           N0
## 420     Infiltrating Ductal Carcinoma           T2           M0           N0
## 421     Infiltrating Ductal Carcinoma           T2           M0           N1
## 422  Mixed Histology (please specify)           T2           M0           N2
## 423     Infiltrating Ductal Carcinoma           T1           M0           N0
## 424  Mixed Histology (please specify)           T3           M0           N2
## 425     Infiltrating Ductal Carcinoma           T1           M0           N0
## 426     Infiltrating Ductal Carcinoma           T3           M0           N0
## 427     Infiltrating Ductal Carcinoma           T1           M0           N2
## 428     Infiltrating Ductal Carcinoma           T1           M0           N0
## 429    Infiltrating Lobular Carcinoma           T3           M0           N3
## 430     Infiltrating Ductal Carcinoma           T1           M0           N1
## 431     Infiltrating Ductal Carcinoma           T2           M0           N1
## 432     Infiltrating Ductal Carcinoma           T2           M0           N1
## 433  Mixed Histology (please specify)           T2           M0           N0
## 434     Infiltrating Ductal Carcinoma           T2           M0           N0
## 435     Infiltrating Ductal Carcinoma           T2           M0           N0
## 436     Infiltrating Ductal Carcinoma           T2           M0           N2
## 437     Infiltrating Ductal Carcinoma           T1           M0           N0
## 438     Infiltrating Ductal Carcinoma           T2           M0           N2
## 439     Infiltrating Ductal Carcinoma           T1           M0           N0
## 440     Infiltrating Ductal Carcinoma           T2           M0           N0
## 441    Infiltrating Lobular Carcinoma           T1           M0           N0
## 442    Infiltrating Lobular Carcinoma           T3           M0           N3
## 443    Infiltrating Lobular Carcinoma           T3           MX           N1
## 444    Infiltrating Lobular Carcinoma           T3           M0           N2
## 445    Infiltrating Lobular Carcinoma           T1           M0           N1
## 446    Infiltrating Lobular Carcinoma           T2           M0           N0
## 447    Infiltrating Lobular Carcinoma           T2           M0           N1
## 448    Infiltrating Lobular Carcinoma           T3           M0           N0
## 449    Infiltrating Lobular Carcinoma           T2           M0           N0
## 450    Infiltrating Lobular Carcinoma           T2           M0           N3
## 451    Infiltrating Lobular Carcinoma           T2           M0           N1
## 452                    Other, specify           T3           M0           N1
## 453     Infiltrating Ductal Carcinoma           T2           M0           N0
## 454     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 455     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 456     Infiltrating Ductal Carcinoma          T1c           M0           N1
## 457     Infiltrating Ductal Carcinoma           T1           M0           NX
## 458     Infiltrating Ductal Carcinoma           T3           M1           NX
## 459                    Other, specify           T2           M0      N0 (i-)
## 460     Infiltrating Ductal Carcinoma           T3           M1           N3
## 461                    Other, specify           T2           MX           NX
## 462  Mixed Histology (please specify)           T3           M0          N1b
## 463     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 464    Infiltrating Lobular Carcinoma           T3           M0          N1b
## 465     Infiltrating Ductal Carcinoma           T3           M0      N0 (i-)
## 466     Infiltrating Ductal Carcinoma           T4           M0           N1
## 467                    Other, specify           T3           M0      N0 (i-)
## 468                    Other, specify          T1c           MX           NX
## 469     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 470    Infiltrating Lobular Carcinoma          T1c           M0      N0 (i-)
## 471     Infiltrating Ductal Carcinoma           T3           M0          N1b
## 472     Infiltrating Ductal Carcinoma           TX           M0      N0 (i-)
## 473     Infiltrating Ductal Carcinoma           T3           M0      N0 (i-)
## 474     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 475     Infiltrating Ductal Carcinoma          T4b           M0          N1b
## 476     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 477     Infiltrating Ductal Carcinoma           TX           MX           NX
## 478     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 479     Infiltrating Ductal Carcinoma           T4           M0          N1a
## 480  Mixed Histology (please specify)           T2           M0          N1b
## 481    Infiltrating Lobular Carcinoma           T3           M0      N0 (i-)
## 482     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 483     Infiltrating Ductal Carcinoma           T3           M0           N1
## 484                    Other, specify          T1c           M0      N0 (i-)
## 485  Mixed Histology (please specify)           T3           M0           N2
## 486     Infiltrating Ductal Carcinoma          T1c           MX           NX
## 487     Infiltrating Ductal Carcinoma           T2           M0           N1
## 488     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 489     Infiltrating Ductal Carcinoma           T2           MX          N1b
## 490                    Other, specify           T3           M0          N1b
## 491     Infiltrating Ductal Carcinoma           T3           M0          N1b
## 492     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 493                    Other, specify          T1c           M0      N0 (i-)
## 494     Infiltrating Ductal Carcinoma           T2           M1           N1
## 495     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 496     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 497  Mixed Histology (please specify)          T1c           MX           NX
## 498     Infiltrating Ductal Carcinoma           T2           M0           N1
## 499     Infiltrating Ductal Carcinoma           T2           M0           N1
## 500     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 501     Infiltrating Ductal Carcinoma          T4b           M0           N1
## 502    Infiltrating Lobular Carcinoma           T2           M0           N0
## 503  Mixed Histology (please specify)           T3           M1           N1
## 504     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 505     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 506     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 507  Mixed Histology (please specify)           T2           M0          N3a
## 508     Infiltrating Ductal Carcinoma          T1c           M0          N2a
## 509    Infiltrating Lobular Carcinoma          T1b           M0      N0 (i-)
## 510    Infiltrating Lobular Carcinoma           T3           M0      N0 (i-)
## 511     Infiltrating Ductal Carcinoma           T2           M0           N0
## 512     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 513     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 514     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 515     Infiltrating Ductal Carcinoma           T3     cM0 (i+)          N1a
## 516     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 517     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 518     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 519     Infiltrating Ductal Carcinoma           T2           M0           N2
## 520    Infiltrating Lobular Carcinoma           T2           M0          N2a
## 521     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 522     Infiltrating Ductal Carcinoma          T1b           M0      N0 (i-)
## 523     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 524  Mixed Histology (please specify)           T3           M0          N3a
## 525     Infiltrating Ductal Carcinoma           T2           M0           N3
## 526     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 527     Infiltrating Ductal Carcinoma           T2           M0         N1mi
## 528     Infiltrating Ductal Carcinoma           T1           M0           N0
## 529     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 530     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 531     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 532     Infiltrating Ductal Carcinoma          T1b           M0           N0
## 533     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 534     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 535     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 536     Infiltrating Ductal Carcinoma           T3           M0          N1c
## 537     Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 538     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 539     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 540     Infiltrating Ductal Carcinoma           T3           M0          N1a
## 541     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 542    Infiltrating Lobular Carcinoma           T3           M0          N2a
## 543  Mixed Histology (please specify)          T1c           M0           N0
## 544     Infiltrating Ductal Carcinoma           T2           M0         N1mi
## 545     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 546     Infiltrating Ductal Carcinoma           T2           M0           N0
## 547     Infiltrating Ductal Carcinoma           T2           M0           N0
## 548     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 549     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 550     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 551                    Other, specify           T2           M0           N0
## 552     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 553    Infiltrating Lobular Carcinoma           T3           M0      N0 (i-)
## 554     Infiltrating Ductal Carcinoma           T2           M0           N1
## 555     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 556     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 557     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 558     Infiltrating Ductal Carcinoma          T1b           M0           N0
## 559     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 560     Infiltrating Ductal Carcinoma           T3           M0          N3a
## 561     Infiltrating Ductal Carcinoma           T2           M0           N1
## 562     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 563     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 564     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 565    Infiltrating Lobular Carcinoma           T2           M0          N1a
## 566     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 567     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 568     Infiltrating Ductal Carcinoma           T3           M0      N0 (i-)
## 569     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 570     Infiltrating Ductal Carcinoma           T2           M0           N1
## 571     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 572     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 573     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 574     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 575     Infiltrating Ductal Carcinoma          T1b           M0           NX
## 576     Infiltrating Ductal Carcinoma          T1c           M0          N2a
## 577     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 578     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 579     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 580     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 581     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 582     Infiltrating Ductal Carcinoma           T2           M0           N1
## 583     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 584     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 585     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 586    Infiltrating Lobular Carcinoma           T3           M0          N2a
## 587     Infiltrating Ductal Carcinoma           T2           M0      N0 (i+)
## 588     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 589     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 590     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 591     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 592     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 593     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 594     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 595     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 596     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 597                   [Not Available]          T1c           M0      N0 (i-)
## 598     Infiltrating Ductal Carcinoma           T2           M0           N0
## 599     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 600     Infiltrating Ductal Carcinoma          T1b           M0           N0
## 601     Infiltrating Ductal Carcinoma          T1c     cM0 (i+)          N1a
## 602     Infiltrating Ductal Carcinoma          T4b           M1           N2
## 603     Infiltrating Ductal Carcinoma           T1           M0           N0
## 604     Infiltrating Ductal Carcinoma           T3           M0         N1mi
## 605     Infiltrating Ductal Carcinoma           T3           M0           N1
## 606     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 607     Infiltrating Ductal Carcinoma           T1           M0           N0
## 608     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 609     Infiltrating Ductal Carcinoma          T2b           M0           N1
## 610                Mucinous Carcinoma          T1c           M0           N0
## 611     Infiltrating Ductal Carcinoma           T2           M0           N0
## 612     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 613     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 614     Infiltrating Ductal Carcinoma           T2           M0           NX
## 615  Mixed Histology (please specify)          T1c           M0           N1
## 616     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 617     Infiltrating Ductal Carcinoma           T1           M0           N0
## 618     Infiltrating Ductal Carcinoma           T1           M0           N0
## 619     Infiltrating Ductal Carcinoma           T3           M0          N1b
## 620     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 621     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 622     Infiltrating Ductal Carcinoma           T2           M0           N0
## 623     Infiltrating Ductal Carcinoma          T1a           M0          N1c
## 624     Infiltrating Ductal Carcinoma          T4b           M0          N1b
## 625     Infiltrating Ductal Carcinoma          T4d           MX          N2a
## 626     Infiltrating Ductal Carcinoma          T4b           M0           N2
## 627     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 628               Medullary Carcinoma          T1c           M0          N1b
## 629     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 630     Infiltrating Ductal Carcinoma           T2           M0           N1
## 631     Infiltrating Ductal Carcinoma          T1c           M0           NX
## 632     Infiltrating Ductal Carcinoma           T2           M1          N1b
## 633     Infiltrating Ductal Carcinoma           T3           M0          N1b
## 634     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 635     Infiltrating Ductal Carcinoma           T2           M0           N2
## 636     Infiltrating Ductal Carcinoma           T2           M0           N0
## 637                    Other, specify          T4b           M0          N1a
## 638     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 639     Infiltrating Ductal Carcinoma           T1           M0           N0
## 640     Infiltrating Ductal Carcinoma           T2           M0           N0
## 641     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 642     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 643     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 644               Medullary Carcinoma          T1c           M0           N0
## 645    Infiltrating Lobular Carcinoma          T3a           M0           N3
## 646    Infiltrating Lobular Carcinoma           T2           M0          N1a
## 647    Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 648    Infiltrating Lobular Carcinoma           T2           M0      N0 (i+)
## 649    Infiltrating Lobular Carcinoma           T2           M0           N0
## 650     Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 651     Infiltrating Ductal Carcinoma           T2     cM0 (i+)          N1a
## 652     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 653     Infiltrating Ductal Carcinoma           T2           M0           N0
## 654             Metaplastic Carcinoma           T2           M0           N0
## 655    Infiltrating Lobular Carcinoma          T1c           M0      N0 (i+)
## 656    Infiltrating Lobular Carcinoma          T1b           M0           N0
## 657    Infiltrating Lobular Carcinoma           T2           M0          N1a
## 658    Infiltrating Lobular Carcinoma           T3           M0          N1a
## 659     Infiltrating Ductal Carcinoma           T2           M0           N1
## 660     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 661     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 662     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 663     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 664     Infiltrating Ductal Carcinoma           T2           M0           N1
## 665     Infiltrating Ductal Carcinoma           T1           M0           N2
## 666     Infiltrating Ductal Carcinoma           T2           M0           N0
## 667     Infiltrating Ductal Carcinoma           T2           M0           N1
## 668     Infiltrating Ductal Carcinoma           T2           M0           N0
## 669     Infiltrating Ductal Carcinoma           T4           M0           N1
## 670                Mucinous Carcinoma           T2           M0           N1
## 671     Infiltrating Ductal Carcinoma           T2           M0           N1
## 672     Infiltrating Ductal Carcinoma           T2           M0           N1
## 673     Infiltrating Ductal Carcinoma           T3           M0           N2
## 674     Infiltrating Ductal Carcinoma           T2           M0           N2
## 675     Infiltrating Ductal Carcinoma           T2           M0           N1
## 676                    Other, specify           T3           M0           N1
## 677     Infiltrating Ductal Carcinoma           T2           M0           N0
## 678     Infiltrating Ductal Carcinoma           T2           M0           N1
## 679     Infiltrating Ductal Carcinoma           T2           M0           N1
## 680     Infiltrating Ductal Carcinoma           T2           M0           N2
## 681     Infiltrating Ductal Carcinoma           T2           M0           N0
## 682     Infiltrating Ductal Carcinoma           T2           M0           N0
## 683     Infiltrating Ductal Carcinoma           T2           M0           N0
## 684     Infiltrating Ductal Carcinoma           T2           M0           N2
## 685     Infiltrating Ductal Carcinoma           T2           M0           N0
## 686     Infiltrating Ductal Carcinoma           T2           M0           N1
## 687                    Other, specify           T3           M0           N1
## 688     Infiltrating Ductal Carcinoma           T2           M0           N0
## 689     Infiltrating Ductal Carcinoma           T2           M0           N0
## 690     Infiltrating Ductal Carcinoma           T3           M0           N3
## 691     Infiltrating Ductal Carcinoma           T3           M0           N2
## 692     Infiltrating Ductal Carcinoma           T2           M0           N1
## 693     Infiltrating Ductal Carcinoma           T1           M0           N1
## 694     Infiltrating Ductal Carcinoma           T2           M0           N0
## 695     Infiltrating Ductal Carcinoma           T2           M0           N0
## 696     Infiltrating Ductal Carcinoma           T2           M0           N1
## 697     Infiltrating Ductal Carcinoma           T2           M0           N0
## 698     Infiltrating Ductal Carcinoma           T1           M0           N1
## 699     Infiltrating Ductal Carcinoma           T2           M0           N2
## 700     Infiltrating Ductal Carcinoma           T2           M0           N1
## 701     Infiltrating Ductal Carcinoma           T3           M0           N0
## 702    Infiltrating Lobular Carcinoma          T4b           M0           N0
## 703    Infiltrating Lobular Carcinoma          T1c           M0           N0
## 704             Metaplastic Carcinoma           T2           M0           N2
## 705                Mucinous Carcinoma           T2           M0           N1
## 706    Infiltrating Lobular Carcinoma           T3           M0           N2
## 707     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 708     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 709     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 710     Infiltrating Ductal Carcinoma          T1c           M0           N1
## 711     Infiltrating Ductal Carcinoma           T3           M0           N0
## 712     Infiltrating Ductal Carcinoma           T2           M0           N0
## 713     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 714     Infiltrating Ductal Carcinoma           T2           M0           N0
## 715     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 716     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 717     Infiltrating Ductal Carcinoma          T4b           M0           NX
## 718     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 719     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 720     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 721     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 722     Infiltrating Ductal Carcinoma          T1c           M0          N2a
## 723     Infiltrating Ductal Carcinoma           T2           M0           N0
## 724     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 725     Infiltrating Ductal Carcinoma          T1c           MX          N1a
## 726     Infiltrating Ductal Carcinoma           T2           M0           N0
## 727     Infiltrating Ductal Carcinoma           T2           M0           N0
## 728     Infiltrating Ductal Carcinoma           T2           M0           N0
## 729     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 730    Infiltrating Lobular Carcinoma           T3           MX          N3a
## 731     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 732                    Other, specify          T1c           M0           N0
## 733                    Other, specify           T2           M0           N0
## 734     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 735     Infiltrating Ductal Carcinoma           T2           MX          N3a
## 736     Infiltrating Ductal Carcinoma           T3           MX          N2a
## 737                    Other, specify           T2           MX           N0
## 738    Infiltrating Lobular Carcinoma          T1c           M0          N2a
## 739     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 740     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 741     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 742                Mucinous Carcinoma          T4b           M0          N1a
## 743     Infiltrating Ductal Carcinoma          T1c           M0          N2a
## 744     Infiltrating Ductal Carcinoma           T2           M0           N0
## 745     Infiltrating Ductal Carcinoma          T4b           M0          N1a
## 746                    Other, specify           T3           MX          N1a
## 747     Infiltrating Ductal Carcinoma           T2           MX          N1a
## 748     Infiltrating Ductal Carcinoma           T2           MX          N1a
## 749     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 750    Infiltrating Lobular Carcinoma           T2           M0          N1a
## 751     Infiltrating Ductal Carcinoma           T2           M0           N0
## 752     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 753                    Other, specify           T2           M0          N3a
## 754     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 755     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 756                Mucinous Carcinoma           T2           M0           N0
## 757     Infiltrating Ductal Carcinoma           T2           M0           N0
## 758     Infiltrating Ductal Carcinoma           T2           MX           N0
## 759     Infiltrating Ductal Carcinoma          T1c           MX          N2a
## 760     Infiltrating Ductal Carcinoma          T1c           MX          N2a
## 761     Infiltrating Ductal Carcinoma           T3           MX          N1a
## 762     Infiltrating Ductal Carcinoma           T2           MX           N0
## 763     Infiltrating Ductal Carcinoma           T2           MX          N2a
## 764                    Other, specify          T1c           M0           N0
## 765     Infiltrating Ductal Carcinoma           T2           M0           N0
## 766    Infiltrating Lobular Carcinoma           T2           M0           N0
## 767     Infiltrating Ductal Carcinoma           T2           M0           N0
## 768    Infiltrating Lobular Carcinoma          T1c           M0          N2a
## 769     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 770     Infiltrating Ductal Carcinoma          T1c           M0          N2a
## 771     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 772     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 773     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 774     Infiltrating Ductal Carcinoma           T2           M0          N3a
## 775    Infiltrating Lobular Carcinoma           T2           M0          N3a
## 776    Infiltrating Lobular Carcinoma           T2           M0           N0
## 777                Mucinous Carcinoma          T4b           M0           N0
## 778    Infiltrating Lobular Carcinoma           T2           M0          N3a
## 779    Infiltrating Lobular Carcinoma           T3           M0          N3a
## 780    Infiltrating Lobular Carcinoma          T1c           M0           N0
## 781    Infiltrating Lobular Carcinoma           T2           M0           N0
## 782                Mucinous Carcinoma           T3           MX          N1a
## 783                    Other, specify           T2           M0           N0
## 784     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 785     Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 786    Infiltrating Lobular Carcinoma           T3           M0          N2a
## 787     Infiltrating Ductal Carcinoma           T2           M0          N2a
## 788     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 789     Infiltrating Ductal Carcinoma           T3           M0      N0 (i-)
## 790     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 791     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 792     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 793    Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 794     Infiltrating Ductal Carcinoma           T2           M0           N1
## 795     Infiltrating Ductal Carcinoma           T3           M0          N1a
## 796     Infiltrating Ductal Carcinoma           T2           M0           N3
## 797     Infiltrating Ductal Carcinoma           T2           M0         N1mi
## 798     Infiltrating Ductal Carcinoma           T2           M0           N0
## 799     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 800     Infiltrating Ductal Carcinoma           T2           M0           N0
## 801    Infiltrating Lobular Carcinoma          T1c           M0           N0
## 802     Infiltrating Ductal Carcinoma           T2           M0           N1
## 803     Infiltrating Ductal Carcinoma           T2           M0           N0
## 804     Infiltrating Ductal Carcinoma           T2           M0           N2
## 805     Infiltrating Ductal Carcinoma           T2           M0           N0
## 806     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 807     Infiltrating Ductal Carcinoma           T2           M0           N0
## 808     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 809     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 810     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 811     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 812     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 813     Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 814     Infiltrating Ductal Carcinoma           T2           M0           N0
## 815     Infiltrating Ductal Carcinoma           T2           M0          N3a
## 816     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 817     Infiltrating Ductal Carcinoma           T2           M0           N0
## 818     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 819     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 820  Mixed Histology (please specify)           T2           M0           N0
## 821     Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 822     Infiltrating Ductal Carcinoma           T2           M0           N0
## 823     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 824     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 825    Infiltrating Lobular Carcinoma           T2           M0           N0
## 826    Infiltrating Lobular Carcinoma           T2           M0           N0
## 827     Infiltrating Ductal Carcinoma          T1c           M0           NX
## 828     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 829     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 830     Infiltrating Ductal Carcinoma           T2           M0           N1
## 831     Infiltrating Ductal Carcinoma           T2           M0           N0
## 832     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 833     Infiltrating Ductal Carcinoma           T2           M0           N2
## 834     Infiltrating Ductal Carcinoma           T2           M0           N1
## 835     Infiltrating Ductal Carcinoma          T1c           M0          N2a
## 836    Infiltrating Lobular Carcinoma           T2           M0           N0
## 837     Infiltrating Ductal Carcinoma           T2           M0           N0
## 838     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 839     Infiltrating Ductal Carcinoma           T2           M0           N0
## 840     Infiltrating Ductal Carcinoma           T2           M0           N1
## 841     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 842     Infiltrating Ductal Carcinoma           T2           M0         N1mi
## 843    Infiltrating Lobular Carcinoma          T1c           M0           N0
## 844     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 845    Infiltrating Lobular Carcinoma          T1c           M0           N0
## 846     Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 847    Infiltrating Lobular Carcinoma          T1c           M0          N1a
## 848     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 849     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 850     Infiltrating Ductal Carcinoma          T1c           M0    N0 (mol+)
## 851     Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 852     Infiltrating Ductal Carcinoma           T2           M0           N2
## 853    Infiltrating Lobular Carcinoma           T2           M0          N1a
## 854     Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 855     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 856     Infiltrating Ductal Carcinoma           T2           M0           N1
## 857     Infiltrating Ductal Carcinoma           T2           M0          N3a
## 858    Infiltrating Lobular Carcinoma           T2           M0           N0
## 859     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 860     Infiltrating Ductal Carcinoma           T2           M0           N1
## 861     Infiltrating Ductal Carcinoma          T4b           M0          N3a
## 862     Infiltrating Ductal Carcinoma           T3           MX          N2a
## 863     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 864    Infiltrating Lobular Carcinoma           T2           M0           N3
## 865    Infiltrating Lobular Carcinoma           T2           M0           N1
## 866    Infiltrating Lobular Carcinoma           T2           M0           N3
## 867     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 868     Infiltrating Ductal Carcinoma          T1c           M0         N1mi
## 869     Infiltrating Ductal Carcinoma           T2           M0           N2
## 870     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 871     Infiltrating Ductal Carcinoma           T2           M0           N0
## 872    Infiltrating Lobular Carcinoma          T1c           MX           N0
## 873     Infiltrating Ductal Carcinoma           T2           MX          N3a
## 874  Mixed Histology (please specify)          T1c           M0           N2
## 875  Mixed Histology (please specify)           T2           M0           N2
## 876  Mixed Histology (please specify)           T2           M0           N1
## 877     Infiltrating Ductal Carcinoma           T2           M0           N1
## 878     Infiltrating Ductal Carcinoma           T2           M0           N0
## 879  Mixed Histology (please specify)           T2           M0           N0
## 880  Mixed Histology (please specify)           T2           M0           N0
## 881  Mixed Histology (please specify)           T2           M0           N1
## 882     Infiltrating Ductal Carcinoma           T2           M0           N1
## 883     Infiltrating Ductal Carcinoma           T2           M0           N1
## 884  Mixed Histology (please specify)           T2           M0           N0
## 885     Infiltrating Ductal Carcinoma           T2           M0           N0
## 886     Infiltrating Ductal Carcinoma           T2           M0           N1
## 887  Mixed Histology (please specify)           T2           M0           N0
## 888     Infiltrating Ductal Carcinoma           T2           M0           N0
## 889     Infiltrating Ductal Carcinoma          T1c           M0           N1
## 890     Infiltrating Ductal Carcinoma           T2           MX           N3
## 891     Infiltrating Ductal Carcinoma           T2           M0           N3
## 892     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 893     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 894     Infiltrating Ductal Carcinoma           T2           M0           N0
## 895     Infiltrating Ductal Carcinoma           T2           M0           N0
## 896     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 897     Infiltrating Ductal Carcinoma           T2           M0           N0
## 898  Mixed Histology (please specify)          T4b           M0           N3
## 899     Infiltrating Ductal Carcinoma           T2           M0           N0
## 900     Infiltrating Ductal Carcinoma           T2           M0           N2
## 901     Infiltrating Ductal Carcinoma           T2           M0           N2
## 902     Infiltrating Ductal Carcinoma          T1c           M0           N2
## 903     Infiltrating Ductal Carcinoma           T2           M0           N0
## 904  Mixed Histology (please specify)          T1c           M0           N2
## 905     Infiltrating Ductal Carcinoma           T2           M0           N2
## 906     Infiltrating Ductal Carcinoma           T2           M0           N1
## 907     Infiltrating Ductal Carcinoma           T2           M0           N1
## 908     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 909     Infiltrating Ductal Carcinoma           T2           M0           N0
## 910  Mixed Histology (please specify)          T1c           M0           N0
## 911     Infiltrating Ductal Carcinoma           T2           M0           N0
## 912     Infiltrating Ductal Carcinoma           T2           M0           N2
## 913     Infiltrating Ductal Carcinoma           T2           M0           N0
## 914     Infiltrating Ductal Carcinoma           T2           M0           N1
## 915     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 916     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 917     Infiltrating Ductal Carcinoma           T2           M0           N1
## 918     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 919     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 920     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 921     Infiltrating Ductal Carcinoma          T1c           M0           N1
## 922    Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 923    Infiltrating Lobular Carcinoma           T2           M0           N1
## 924    Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 925    Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 926    Infiltrating Lobular Carcinoma           T3           M0           N3
## 927               Medullary Carcinoma           T2           M0      N0 (i-)
## 928    Infiltrating Lobular Carcinoma           T2           M0           N1
## 929                Mucinous Carcinoma          T1b           M0      N0 (i-)
## 930    Infiltrating Lobular Carcinoma           T2           M0           N2
## 931    Infiltrating Lobular Carcinoma           T2           M0           N3
## 932             Metaplastic Carcinoma           T3           M0           N0
## 933                Mucinous Carcinoma           T2           M0           N0
## 934                    Other, specify           T2           M0           N0
## 935    Infiltrating Lobular Carcinoma           T3           MX           N3
## 936    Infiltrating Lobular Carcinoma           T2           MX          N1a
## 937                    Other, specify          T1b           MX          N1a
## 938     Infiltrating Ductal Carcinoma          T1c           MX           N0
## 939     Infiltrating Ductal Carcinoma           T2           MX          N2a
## 940     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 941    Infiltrating Lobular Carcinoma          T1c           MX         N1mi
## 942    Infiltrating Lobular Carcinoma          T1c           M0           N0
## 943    Infiltrating Lobular Carcinoma           T3           M0      N0 (i-)
## 944     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 945     Infiltrating Ductal Carcinoma           T2           MX         N1mi
## 946     Infiltrating Ductal Carcinoma           T2           MX           N0
## 947                Mucinous Carcinoma           T2           MX           N0
## 948     Infiltrating Ductal Carcinoma           T2           MX           N0
## 949     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 950                    Other, specify           T2           MX          N1b
## 951     Infiltrating Ductal Carcinoma           T2           MX          N3b
## 952     Infiltrating Ductal Carcinoma           T2           MX           N0
## 953               Medullary Carcinoma           T2           M0      N0 (i-)
## 954     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 955     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 956     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 957     Infiltrating Ductal Carcinoma           T2           M0          N3b
## 958     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 959     Infiltrating Ductal Carcinoma           T3           MX          N1a
## 960     Infiltrating Ductal Carcinoma           T3           MX      N0 (i-)
## 961     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 962     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 963     Infiltrating Ductal Carcinoma          T1c           M0           N0
## 964    Infiltrating Lobular Carcinoma           T2           MX          N1a
## 965     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 966     Infiltrating Ductal Carcinoma          T1b           MX          N3a
## 967     Infiltrating Ductal Carcinoma           T2           MX         N1mi
## 968                    Other, specify           T3           MX          N3a
## 969                    Other, specify           T2           MX      N0 (i-)
## 970    Infiltrating Lobular Carcinoma           T3           MX           N0
## 971     Infiltrating Ductal Carcinoma           T3           M0          N1a
## 972    Infiltrating Lobular Carcinoma           T2           MX           N0
## 973    Infiltrating Lobular Carcinoma           T3           MX           N1
## 974     Infiltrating Ductal Carcinoma          T1c           M0           N1
## 975     Infiltrating Ductal Carcinoma           T2           MX      N0 (i+)
## 976     Infiltrating Ductal Carcinoma           T2           M0           N0
## 977    Infiltrating Lobular Carcinoma           T2           M0           N0
## 978     Infiltrating Ductal Carcinoma           T2           M0          N1a
## 979     Infiltrating Ductal Carcinoma          T4b           MX           N0
## 980     Infiltrating Ductal Carcinoma           T3           MX           N0
## 981     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 982     Infiltrating Ductal Carcinoma           T2           M0          N1b
## 983     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 984     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 985     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 986     Infiltrating Ductal Carcinoma          T1c           M0          N1a
## 987     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i+)
## 988     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i+)
## 989     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 990     Infiltrating Ductal Carcinoma          T1c           M0      N0 (i-)
## 991     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 992     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 993    Infiltrating Lobular Carcinoma          T1c           M0      N0 (i-)
## 994    Infiltrating Lobular Carcinoma           T2           M0      N0 (i-)
## 995    Infiltrating Lobular Carcinoma           T2           M0          N1a
## 996    Infiltrating Lobular Carcinoma           T3           M0          N1a
## 997     Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 998    Infiltrating Lobular Carcinoma          T1c           M0          N2a
## 999    Infiltrating Lobular Carcinoma           T3           M0          N3a
## 1000   Infiltrating Lobular Carcinoma           T2           M0          N1a
## 1001   Infiltrating Lobular Carcinoma           T2           M0         N1mi
## 1002   Infiltrating Lobular Carcinoma           T2           M0           N0
## 1003   Infiltrating Lobular Carcinoma           T2           M0           N1
## 1004   Infiltrating Lobular Carcinoma           T2           M0           N1
## 1005   Infiltrating Lobular Carcinoma           T2           M0           N0
## 1006   Infiltrating Lobular Carcinoma           T2           MX         N1mi
## 1007                   Other, specify           T3           M0          N3a
## 1008    Infiltrating Ductal Carcinoma           T2           M0          N3a
## 1009                   Other, specify           T2           M0          N1a
## 1010    Infiltrating Ductal Carcinoma          T1c           M0           N0
## 1011   Infiltrating Lobular Carcinoma          T1c           MX      N0 (i-)
## 1012    Infiltrating Ductal Carcinoma          T1c           MX           N0
## 1013    Infiltrating Ductal Carcinoma           T2           MX      N0 (i-)
## 1014   Infiltrating Lobular Carcinoma           T2           MX           N0
## 1015   Infiltrating Lobular Carcinoma           T2           MX          N1a
## 1016    Infiltrating Ductal Carcinoma          T4b           M0           NX
## 1017    Infiltrating Ductal Carcinoma           T2           M0      N0 (i-)
## 1018    Infiltrating Ductal Carcinoma          T1b           MX           N0
## 1019    Infiltrating Ductal Carcinoma           T2           M0          N1a
## 1020   Infiltrating Lobular Carcinoma           T2           MX           NX
## 1021    Infiltrating Ductal Carcinoma           T2           MX          N2a
## 1022    Infiltrating Ductal Carcinoma           T2           MX      N0 (i-)
## 1023    Infiltrating Ductal Carcinoma          T1c           MX           N0
## 1024    Infiltrating Ductal Carcinoma          T1c           M1           NX
## 1025    Infiltrating Ductal Carcinoma          T1c           MX      N0 (i-)
## 1026    Infiltrating Ductal Carcinoma           T2           MX          N1a
## 1027    Infiltrating Ductal Carcinoma           T2           M0          N1a
## 1028    Infiltrating Ductal Carcinoma           T2           MX      N0 (i-)
## 1029   Infiltrating Lobular Carcinoma           T3           MX          N3a
## 1030   Infiltrating Lobular Carcinoma           T3           MX          N1a
## 1031   Infiltrating Lobular Carcinoma           T2           M0           N1
## 1032   Infiltrating Lobular Carcinoma           T2           MX          N1a
## 1033    Infiltrating Ductal Carcinoma           T2           MX           N0
## 1034    Infiltrating Ductal Carcinoma           T2           MX           N0
## 1035    Infiltrating Ductal Carcinoma           T3           MX           N0
## 1036   Infiltrating Lobular Carcinoma           T2           MX           N0
## 1037    Infiltrating Ductal Carcinoma          T1c           MX           N1
## 1038    Infiltrating Ductal Carcinoma           T2           MX           N3
## 1039    Infiltrating Ductal Carcinoma          T1c           MX           N1
## 1040    Infiltrating Ductal Carcinoma          T1c           MX           N0
## 1041    Infiltrating Ductal Carcinoma          T1c           MX           N1
## 1042    Infiltrating Ductal Carcinoma          T1b           MX           N0
## 1043    Infiltrating Ductal Carcinoma           T2           MX          N1a
## 1044               Mucinous Carcinoma          T1c           MX         N1mi
## 1045    Infiltrating Ductal Carcinoma          T1c           MX         N1mi
## 1046   Infiltrating Lobular Carcinoma          T1c           MX           N0
## 1047   Infiltrating Lobular Carcinoma           T2           MX           N0
## 1048    Infiltrating Ductal Carcinoma          T1c           MX           N0
## 1049   Infiltrating Lobular Carcinoma           T3           MX           N3
## 1050    Infiltrating Ductal Carcinoma           T2           MX          N1a
## 1051    Infiltrating Ductal Carcinoma           T2           MX           N0
## 1052    Infiltrating Ductal Carcinoma          T1c           MX           N0
## 1053   Infiltrating Lobular Carcinoma           T2           MX           N0
## 1054    Infiltrating Ductal Carcinoma          T1b           MX           N0
## 1055                   Other, specify           T3           M0           N0
## 1056   Infiltrating Lobular Carcinoma           T2           M0          N2a
## 1057   Infiltrating Lobular Carcinoma           T2           M0           N0
## 1058   Infiltrating Lobular Carcinoma           T2           M0           N0
## 1059              Medullary Carcinoma           T4           M0           N0
## 1060    Infiltrating Ductal Carcinoma           T4           M1          N1a
## 1061    Infiltrating Ductal Carcinoma           T3           M0           N0
## 1062    Infiltrating Ductal Carcinoma          T4b           M0           N2
## 1063    Infiltrating Ductal Carcinoma           T2           M0           N0
## 1064 Mixed Histology (please specify)           T2           M0           N1
## 1065    Infiltrating Ductal Carcinoma           T3           MX          N3a
## 1066    Infiltrating Ductal Carcinoma           T2           M0          N1a
## 1067    Infiltrating Ductal Carcinoma           T2           M0           N0
## 1068    Infiltrating Ductal Carcinoma           T2           M0           N0
## 1069    Infiltrating Ductal Carcinoma           T3           MX          N1a
## 1070    Infiltrating Ductal Carcinoma           T1     cM0 (i+)      N0 (i+)
## 1071    Infiltrating Ductal Carcinoma           T2     cM0 (i+)          N1a
## 1072    Infiltrating Ductal Carcinoma           T2     cM0 (i+)         N1mi
## 1073    Infiltrating Ductal Carcinoma           T2           MX           N0
## 1074    Infiltrating Ductal Carcinoma          T4d           M1          N3b
## 1075    Infiltrating Ductal Carcinoma          T1c           M0          N2a
## 1076   Infiltrating Lobular Carcinoma          T2a           MX      N0 (i-)
## 1077    Infiltrating Ductal Carcinoma           T2           MX         N1mi
## 1078   Infiltrating Lobular Carcinoma          T1c           MX      N0 (i-)
## 1079   Infiltrating Lobular Carcinoma          T1c           MX          N2a
## 1080   Infiltrating Lobular Carcinoma           T3           MX           N0
## 1081   Infiltrating Lobular Carcinoma           T3           MX          N1a
## 1082   Infiltrating Lobular Carcinoma          T1c           M0           N0
##      pathologic_stage_sub pathologic_stage lymph_node_examined_count
## 1                 Stage X                X                        13
## 2               Stage IIB               II                        15
## 3               Stage IIB               II                        23
## 4                Stage IA                I                         2
## 5              Stage IIIA              III                        14
## 6               Stage IIA               II                         8
## 7               Stage IIA               II           [Not Available]
## 8                 Stage I                I                         2
## 9               Stage IIA               II                         3
## 10                Stage I                I                         8
## 11              Stage IIA               II                         2
## 12              Stage IIB               II                        11
## 13              Stage IIA               II                         2
## 14              Stage IIB               II                        23
## 15             Stage IIIA              III                        19
## 16              Stage IIA               II                         4
## 17              Stage IIA               II                         3
## 18              Stage IIA               II                        13
## 19              Stage IIB               II                         9
## 20              Stage IIA               II                         3
## 21              Stage IIB               II                        15
## 22               Stage IA                I                         6
## 23             Stage IIIC              III                        20
## 24               Stage IA                I                         3
## 25               Stage IA                I                         1
## 26              Stage IIA               II                         3
## 27              Stage IIA               II                         3
## 28              Stage IIA               II                         2
## 29              Stage IIB               II                        19
## 30              Stage IIA               II                         3
## 31              Stage IIB               II                        13
## 32             Stage IIIA              III                        20
## 33             Stage IIIA              III                        14
## 34              Stage IIA               II                         1
## 35              Stage IIB               II                        11
## 36               Stage IA                I                         2
## 37               Stage IA                I                         1
## 38              Stage IIB               II                        16
## 39               Stage IV               IV                        15
## 40              Stage IIA               II                         2
## 41              Stage IIA               II                         1
## 42              Stage IIB               II                        18
## 43              Stage IIB               II                        19
## 44              Stage IIA               II                         2
## 45              Stage IIB               II                        22
## 46              Stage IIA               II                         2
## 47              Stage IIA               II                         8
## 48              Stage IIA               II                         2
## 49              Stage IIA               II                         5
## 50               Stage IA                I                         1
## 51              Stage IIB               II                        23
## 52               Stage IA                I                         1
## 53              Stage IIA               II                         4
## 54               Stage IA                I                         3
## 55                Stage I                I                         1
## 56              Stage IIA               II                         2
## 57               Stage IB                I                        14
## 58              Stage IIA               II                         1
## 59             Stage IIIA              III                        15
## 60               Stage IA                I                         1
## 61               Stage IA                I                         6
## 62             Stage IIIC              III           [Not Available]
## 63              Stage IIB               II                         1
## 64              Stage IIB               II                        23
## 65              Stage IIA               II                         9
## 66              Stage IIA               II                         7
## 67               Stage IV               IV                         9
## 68               Stage IV               IV                        15
## 69               Stage IA                I                         1
## 70             Stage IIIA              III                        14
## 71              Stage IIB               II                        14
## 72             Stage IIIC              III                        10
## 73               Stage IV               IV                        14
## 74               Stage IB                I                        13
## 75              Stage IIA               II                         2
## 76              Stage IIA               II                         4
## 77              Stage IIB               II                         3
## 78              Stage IIA               II                         2
## 79              Stage IIB               II                         3
## 80              Stage IIB               II                         2
## 81              Stage IIB               II                        19
## 82                Stage I                I                         1
## 83             Stage IIIC              III                        18
## 84             Stage IIIA              III                        28
## 85                Stage I                I                         3
## 86             Stage IIIA              III                        18
## 87              Stage IIA               II                         3
## 88             Stage IIIA              III                        29
## 89              Stage IIA               II                         5
## 90             Stage IIIB              III                         5
## 91              Stage IIB               II                         2
## 92             Stage IIIA              III                        19
## 93             Stage IIIA              III                        24
## 94              Stage IIA               II                         3
## 95              Stage IIB               II                        19
## 96              Stage IIB               II                        13
## 97             Stage IIIA              III                        15
## 98             Stage IIIA              III                         9
## 99                Stage I                I                         2
## 100             Stage IIA               II                        14
## 101             Stage IIB               II                         8
## 102             Stage IIB               II                        14
## 103            Stage IIIC              III                        24
## 104            Stage IIIA              III                        10
## 105             Stage IIA               II                         2
## 106             Stage IIB               II                        19
## 107            Stage IIIA              III                        19
## 108            Stage IIIA              III                        19
## 109             Stage IIB               II                        13
## 110             Stage IIB               II                        12
## 111             Stage IIA               II                         4
## 112             Stage IIB               II                        18
## 113             Stage IIA               II                         1
## 114             Stage IIB               II                        16
## 115               Stage I                I                         3
## 116             Stage IIB               II                        39
## 117            Stage IIIC              III                        27
## 118             Stage IIA               II                         3
## 119            Stage IIIC              III                        30
## 120             Stage IIA               II                         1
## 121             Stage IIA               II                         1
## 122            Stage IIIA              III                        10
## 123             Stage IIB               II                        15
## 124               Stage I                I                         2
## 125             Stage IIA               II                         1
## 126             Stage IIA               II                         5
## 127             Stage IIA               II                         2
## 128             Stage IIA               II                         1
## 129             Stage IIA               II                         1
## 130             Stage IIA               II                         1
## 131             Stage IIA               II                         4
## 132             Stage IIA               II                         4
## 133             Stage IIB               II                        12
## 134            Stage IIIA              III                        11
## 135             Stage IIA               II                         1
## 136             Stage IIB               II                        12
## 137            Stage IIIA              III                        16
## 138              Stage IA                I                         1
## 139             Stage IIA               II                         2
## 140             Stage IIA               II                         5
## 141             Stage IIA               II                         2
## 142             Stage IIA               II                         4
## 143            Stage IIIA              III                        10
## 144               Stage I                I                         1
## 145             Stage IIA               II                         1
## 146             Stage IIA               II                         2
## 147              Stage IA                I                         1
## 148             Stage IIA               II                         2
## 149            Stage IIIC              III                        19
## 150            Stage IIIC              III                        20
## 151             Stage IIB               II                        10
## 152            Stage IIIA              III                         2
## 153             Stage IIB               II                         1
## 154             Stage IIA               II                         6
## 155             Stage IIA               II                         3
## 156             Stage IIA               II                         2
## 157             Stage IIA               II                         8
## 158             Stage IIA               II                         2
## 159             Stage IIA               II                         1
## 160            Stage IIIC              III                        24
## 161             Stage IIA               II                         5
## 162             Stage IIA               II                         2
## 163             Stage IIA               II                         2
## 164             Stage IIB               II                        14
## 165            Stage IIIB              III           [Not Available]
## 166               Stage I                I           [Not Available]
## 167            Stage IIIA              III           [Not Available]
## 168            Stage IIIA              III           [Not Available]
## 169             Stage IIB               II           [Not Available]
## 170            Stage IIIA              III           [Not Available]
## 171             Stage IIB               II           [Not Available]
## 172             Stage IIB               II           [Not Available]
## 173             Stage IIA               II           [Not Available]
## 174             Stage IIB               II           [Not Available]
## 175             Stage IIB               II           [Not Available]
## 176             Stage IIA               II           [Not Available]
## 177            Stage IIIB              III           [Not Available]
## 178             Stage IIA               II           [Not Available]
## 179             Stage IIA               II           [Not Available]
## 180               Stage X                X           [Not Available]
## 181             Stage IIB               II           [Not Available]
## 182             Stage IIA               II           [Not Available]
## 183            Stage IIIA              III           [Not Available]
## 184             Stage IIB               II           [Not Available]
## 185            Stage IIIA              III           [Not Available]
## 186             Stage IIA               II           [Not Available]
## 187             Stage IIB               II           [Not Available]
## 188            Stage IIIC              III           [Not Available]
## 189             Stage IIA               II           [Not Available]
## 190            Stage IIIA              III           [Not Available]
## 191              Stage IV               IV           [Not Available]
## 192             Stage IIA               II           [Not Available]
## 193             Stage IIA               II           [Not Available]
## 194             Stage IIB               II           [Not Available]
## 195             Stage IIB               II           [Not Available]
## 196             Stage IIB               II           [Not Available]
## 197             Stage IIA               II           [Not Available]
## 198               Stage I                I           [Not Available]
## 199             Stage IIA               II           [Not Available]
## 200             Stage IIA               II           [Not Available]
## 201             Stage IIA               II           [Not Available]
## 202             Stage IIA               II           [Not Available]
## 203             Stage IIA               II           [Not Available]
## 204              Stage IV               IV           [Not Available]
## 205            Stage IIIA              III           [Not Available]
## 206              Stage IV               IV           [Not Available]
## 207            Stage IIIA              III           [Not Available]
## 208             Stage IIB               II           [Not Available]
## 209              Stage IV               IV           [Not Available]
## 210            Stage IIIC              III           [Not Available]
## 211            Stage IIIB              III           [Not Available]
## 212             Stage IIA               II           [Not Available]
## 213             Stage IIA               II           [Not Available]
## 214            Stage IIIA              III           [Not Available]
## 215             Stage IIA               II           [Not Available]
## 216             Stage IIA               II           [Not Available]
## 217               Stage I                I           [Not Available]
## 218             Stage IIA               II           [Not Available]
## 219             Stage IIB               II           [Not Available]
## 220               Stage X                X           [Not Available]
## 221               Stage X                X           [Not Available]
## 222            Stage IIIB              III           [Not Available]
## 223               Stage X                X           [Not Available]
## 224             Stage IIB               II           [Not Available]
## 225            Stage IIIC              III           [Not Available]
## 226             Stage IIA               II           [Not Available]
## 227            Stage IIIC              III           [Not Available]
## 228            Stage IIIC              III           [Not Available]
## 229            Stage IIIB              III           [Not Available]
## 230             Stage IIB               II           [Not Available]
## 231               Stage X                X           [Not Available]
## 232             Stage IIA               II           [Not Available]
## 233            Stage IIIB              III           [Not Available]
## 234            Stage IIIC              III           [Not Available]
## 235             Stage IIB               II           [Not Available]
## 236             Stage IIA               II           [Not Available]
## 237             Stage IIA               II           [Not Available]
## 238             Stage IIA               II           [Not Available]
## 239            Stage IIIC              III           [Not Available]
## 240             Stage IIB               II           [Not Available]
## 241             Stage IIA               II           [Not Available]
## 242             Stage IIA               II           [Not Available]
## 243               Stage I                I           [Not Available]
## 244             Stage IIB               II                         1
## 245             Stage IIB               II                         2
## 246             Stage IIA               II                         8
## 247             Stage IIA               II           [Not Available]
## 248             Stage IIB               II                         1
## 249            Stage IIIA              III                        23
## 250             Stage IIB               II                        13
## 251             Stage IIA               II                         1
## 252            Stage IIIC              III                        18
## 253             Stage IIB               II                         7
## 254             Stage IIB               II                        11
## 255            Stage IIIC              III                         3
## 256             Stage IIB               II                         2
## 257             Stage IIB               II                        10
## 258             Stage IIB               II                        22
## 259            Stage IIIA              III                         2
## 260            Stage IIIB              III                         2
## 261            Stage IIIA              III                        14
## 262            Stage IIIC              III                        12
## 263             Stage IIB               II                         3
## 264             Stage IIB               II                         3
## 265             Stage IIB               II                         2
## 266              Stage IA                I                         5
## 267            Stage IIIA              III                         4
## 268             Stage IIB               II                         2
## 269             Stage IIA               II                         3
## 270            Stage IIIA              III                         3
## 271             Stage IIB               II                         2
## 272            Stage IIIC              III                        13
## 273             Stage IIA               II                         1
## 274             Stage IIB               II                         1
## 275             Stage IIB               II                        14
## 276             Stage IIA               II                         8
## 277             Stage IIB               II                         2
## 278              Stage IV               IV                        17
## 279             Stage IIA               II                        10
## 280             Stage IIB               II                         1
## 281             Stage IIB               II                         1
## 282             Stage IIA               II                         2
## 283            Stage IIIC              III                        21
## 284             Stage IIB               II                        16
## 285             Stage IIA               II                        15
## 286             Stage IIB               II                         1
## 287              Stage IA                I                         6
## 288             Stage IIB               II                         2
## 289              Stage IA                I                         2
## 290             Stage IIA               II                         2
## 291             Stage IIA               II                        19
## 292             Stage IIA               II                         9
## 293             Stage IIB               II                        18
## 294             Stage IIA               II                        19
## 295             Stage IIA               II                         9
## 296            Stage IIIA              III                         7
## 297             Stage IIB               II                        15
## 298             Stage IIB               II                        15
## 299             Stage IIB               II                         9
## 300             Stage IIA               II                        11
## 301            Stage IIIB              III                         5
## 302             Stage IIA               II                        20
## 303             Stage IIA               II                        17
## 304            Stage IIIA              III                         9
## 305             Stage IIA               II                        10
## 306             Stage IIA               II                        14
## 307              Stage IA                I                        14
## 308              Stage IV               IV                        14
## 309            Stage IIIB              III                         7
## 310             Stage IIA               II                         8
## 311              Stage IA                I                        10
## 312              Stage IA                I                        14
## 313             Stage IIB               II                         7
## 314             Stage IIA               II                        12
## 315            Stage IIIA              III                        14
## 316             Stage IIA               II                        12
## 317              Stage IA                I                        11
## 318            Stage IIIA              III                        14
## 319             Stage IIA               II                        23
## 320             Stage IIA               II                        14
## 321            Stage IIIA              III                        15
## 322            Stage IIIA              III                        12
## 323            Stage IIIA              III                        19
## 324            Stage IIIA              III                        14
## 325            Stage IIIA              III                        11
## 326            Stage IIIA              III                        17
## 327             Stage IIA               II                        16
## 328            Stage IIIA              III                        16
## 329            Stage IIIA              III                        14
## 330            Stage IIIA              III                        17
## 331               Stage I                I                         2
## 332             Stage IIB               II                        19
## 333             Stage IIA               II                        17
## 334             Stage IIB               II                        26
## 335             Stage IIB               II                        26
## 336             Stage IIB               II                        12
## 337               Stage I                I                         8
## 338               Stage I                I                         2
## 339              Stage IA                I                         5
## 340             Stage IIB               II                        36
## 341              Stage IA                I                         4
## 342              Stage IV               IV                         2
## 343             Stage IIA               II                         4
## 344             Stage IIB               II                        11
## 345             Stage IIA               II                         2
## 346            Stage IIIC              III                        32
## 347            Stage IIIC              III                        11
## 348            Stage IIIA              III                        14
## 349             Stage IIA               II                        12
## 350            Stage IIIA              III                        27
## 351            Stage IIIA              III                        29
## 352             Stage IIA               II                        14
## 353            Stage IIIA              III                        19
## 354             Stage IIA               II                        10
## 355             Stage IIB               II                        44
## 356            Stage IIIA              III                        26
## 357             Stage IIB               II                        23
## 358             Stage IIA               II                        18
## 359             Stage IIA               II                         5
## 360             Stage IIA               II                         5
## 361             Stage IIA               II                        15
## 362             Stage IIB               II                        21
## 363             Stage IIA               II                        27
## 364             Stage IIA               II                         2
## 365             Stage IIB               II                        31
## 366             Stage IIA               II                        16
## 367             Stage IIB               II                        13
## 368             Stage IIA               II                        17
## 369             Stage IIA               II                         4
## 370             Stage IIA               II                        10
## 371             Stage IIB               II                        19
## 372             Stage IIA               II                         9
## 373            Stage IIIB              III                         9
## 374             Stage IIA               II                         4
## 375             Stage IIA               II                         5
## 376             Stage IIA               II                         5
## 377            Stage IIIA              III                        15
## 378             Stage IIA               II                        20
## 379             Stage IIA               II                         2
## 380            Stage IIIA              III                        17
## 381            Stage IIIA              III                        19
## 382            Stage IIIC              III                        23
## 383             Stage IIA               II                         1
## 384             Stage IIA               II                        14
## 385            Stage IIIA              III                        14
## 386             Stage IIA               II                         5
## 387            Stage IIIA              III                        15
## 388             Stage IIB               II                        27
## 389             Stage IIB               II                        16
## 390            Stage IIIA              III                        19
## 391             Stage IIA               II                         4
## 392             Stage IIA               II                         3
## 393            Stage IIIA              III                        27
## 394             Stage IIA               II                        25
## 395             Stage IIA               II                        15
## 396            Stage IIIA              III                        30
## 397             Stage IIB               II                         4
## 398            Stage IIIA              III                        16
## 399             Stage IIB               II                         4
## 400             Stage IIA               II                        10
## 401             Stage IIB               II                         9
## 402             Stage IIA               II                         5
## 403               Stage I                I                         8
## 404               Stage I                I                         5
## 405            Stage IIIA              III                        15
## 406            Stage IIIA              III                        12
## 407             Stage IIA               II                         5
## 408             Stage IIA               II                        39
## 409               Stage I                I                         1
## 410             Stage IIA               II                         6
## 411            Stage IIIA              III                        14
## 412             Stage IIB               II                        17
## 413             Stage IIA               II                         3
## 414            Stage IIIA              III                        37
## 415             Stage IIB               II                        25
## 416             Stage IIA               II                         1
## 417               Stage I                I                         8
## 418               Stage I                I                         4
## 419             Stage IIA               II                         4
## 420             Stage IIA               II                         2
## 421             Stage IIB               II                        12
## 422            Stage IIIA              III                        28
## 423               Stage I                I                         4
## 424            Stage IIIA              III                        19
## 425               Stage I                I                         3
## 426             Stage IIB               II                         2
## 427            Stage IIIA              III                        28
## 428               Stage I                I                         4
## 429            Stage IIIC              III                        17
## 430             Stage IIA               II                        25
## 431             Stage IIB               II                         2
## 432             Stage IIB               II                        22
## 433             Stage IIA               II                         7
## 434             Stage IIA               II                         8
## 435             Stage IIA               II                         4
## 436            Stage IIIA              III                         7
## 437               Stage I                I                         4
## 438            Stage IIIA              III                        30
## 439               Stage I                I                         2
## 440             Stage IIA               II                         5
## 441               Stage I                I                         2
## 442             Stage III              III                        39
## 443            Stage IIIA              III                        18
## 444             Stage III              III                        18
## 445              Stage II               II                         3
## 446             Stage IIA               II                         2
## 447             Stage IIB               II                        16
## 448             Stage IIB               II                         3
## 449             Stage IIA               II                         9
## 450            Stage IIIC              III                        19
## 451             Stage IIB               II                        40
## 452            Stage IIIA              III                        24
## 453             Stage IIA               II                         7
## 454              Stage IA                I                         8
## 455             Stage IIB               II                        13
## 456             Stage IIA               II                        32
## 457               Stage X                X                         0
## 458              Stage IV               IV           [Not Available]
## 459             Stage IIA               II                        15
## 460              Stage IV               IV                        15
## 461               Stage X                X           [Not Available]
## 462            Stage IIIA              III                        24
## 463             Stage IIB               II                        16
## 464            Stage IIIA              III                        27
## 465             Stage IIB               II                        27
## 466            Stage IIIB              III                        14
## 467             Stage IIB               II                         9
## 468               Stage X                X           [Not Available]
## 469             Stage IIA               II                        17
## 470              Stage IA                I                        16
## 471            Stage IIIA              III                        26
## 472               Stage X                X                        14
## 473             Stage IIB               II                        19
## 474             Stage IIA               II                        23
## 475            Stage IIIB              III                        15
## 476             Stage IIA               II                        16
## 477               Stage X                X                         0
## 478              Stage IA                I                        19
## 479            Stage IIIB              III                        17
## 480            Stage IIIB              III                        15
## 481             Stage IIB               II                        14
## 482             Stage IIA               II                        15
## 483            Stage IIIA              III                        23
## 484              Stage IA                I                        15
## 485            Stage IIIA              III                        10
## 486               Stage X                X           [Not Available]
## 487             Stage IIB               II                        15
## 488             Stage IIB               II                         7
## 489               Stage X                X                        18
## 490            Stage IIIA              III                        21
## 491            Stage IIIA              III                        21
## 492              Stage II               II                        21
## 493               Stage I                I                        31
## 494             Stage IIB               II                        21
## 495             Stage IIB               II                        21
## 496             Stage IIB               II                        14
## 497               Stage X                X                         0
## 498             Stage IIB               II                         2
## 499             Stage IIB               II                        14
## 500               Stage I                I                         1
## 501            Stage IIIB              III                        30
## 502             Stage IIA               II                        28
## 503              Stage IV               IV                         7
## 504            Stage IIIA              III                         5
## 505             Stage IIA               II                         4
## 506               Stage I                I                         3
## 507            Stage IIIC              III                        23
## 508            Stage IIIA              III                        22
## 509               Stage I                I                         3
## 510             Stage IIB               II                         3
## 511             Stage IIA               II                         2
## 512               Stage I                I                         2
## 513             Stage IIA               II                        12
## 514             Stage IIA               II                         1
## 515            Stage IIIA              III                        13
## 516               Stage I                I                         2
## 517             Stage IIB               II                        15
## 518             Stage IIB               II                        29
## 519            Stage IIIA              III                        10
## 520            Stage IIIA              III                        24
## 521             Stage IIB               II                        17
## 522               Stage I                I                         2
## 523              Stage IA                I                         1
## 524            Stage IIIC              III                        27
## 525            Stage IIIC              III                        18
## 526             Stage IIA               II                         9
## 527             Stage IIB               II                         3
## 528               Stage I                I                         1
## 529             Stage IIB               II                        18
## 530               Stage I                I                         2
## 531             Stage IIB               II                        24
## 532               Stage I                I                         3
## 533               Stage I                I                         3
## 534               Stage I                I                         2
## 535               Stage I                I                         3
## 536            Stage IIIA              III                        11
## 537             Stage IIA               II           [Not Available]
## 538             Stage IIB               II                        25
## 539               Stage I                I                         8
## 540            Stage IIIA              III                        23
## 541             Stage IIA               II                        35
## 542            Stage IIIA              III                        10
## 543               Stage I                I                         4
## 544             Stage IIB               II                        18
## 545             Stage IIB               II                        22
## 546             Stage IIA               II                         2
## 547             Stage IIA               II                         3
## 548             Stage IIB               II                        28
## 549             Stage IIB               II                        28
## 550             Stage IIA               II                         3
## 551             Stage IIA               II                         3
## 552               Stage I                I                         2
## 553             Stage IIB               II                         4
## 554             Stage IIB               II                        25
## 555            Stage IIIA              III                        14
## 556             Stage IIA               II                        18
## 557            Stage IIIA              III                         9
## 558               Stage I                I                        11
## 559             Stage IIB               II                         5
## 560            Stage IIIC              III                        21
## 561             Stage IIB               II                        17
## 562            Stage IIIA              III                        26
## 563              Stage IA                I                         1
## 564             Stage IIB               II                        17
## 565             Stage IIB               II                        12
## 566             Stage IIA               II                         4
## 567              Stage IA                I                         4
## 568             Stage IIB               II                         1
## 569             Stage IIA               II                         2
## 570             Stage IIA               II                        26
## 571             Stage IIA               II                        14
## 572              Stage IA                I                         2
## 573               Stage I                I                         2
## 574               Stage I                I                         1
## 575               Stage I                I                         0
## 576            Stage IIIA              III                        16
## 577             Stage IIA               II                         1
## 578               Stage I                I                         4
## 579              Stage IA                I                         2
## 580              Stage IA                I                         2
## 581              Stage IA                I                         1
## 582             Stage IIB               II                        17
## 583             Stage IIB               II                        17
## 584              Stage IA                I                         2
## 585             Stage IIA               II                        18
## 586            Stage IIIA              III                        17
## 587             Stage IIA               II                         4
## 588              Stage IA                I                         1
## 589              Stage IA                I                         2
## 590             Stage IIB               II                        24
## 591               Stage I                I                         3
## 592             Stage IIA               II                         3
## 593             Stage IIA               II                         4
## 594             Stage IIA               II                         3
## 595             Stage IIA               II                        11
## 596               Stage I                I                         2
## 597               Stage I                I                         3
## 598             Stage IIA               II                         1
## 599              Stage IA                I                         3
## 600              Stage IA                I                         2
## 601             Stage IIA               II                         3
## 602              Stage IV               IV           [Not Available]
## 603               Stage I                I                        11
## 604            Stage IIIA              III                         3
## 605            Stage IIIA              III                         6
## 606             Stage IIA               II                        26
## 607               Stage I                I                         2
## 608             Stage IIB               II                        25
## 609             Stage IIA               II                        15
## 610               Stage I                I                         2
## 611             Stage IIA               II           [Not Available]
## 612            Stage IIIA              III                        16
## 613             Stage IIB               II                        25
## 614             Stage IIA               II           [Not Available]
## 615             Stage IIA               II                        15
## 616             Stage IIB               II                         4
## 617               Stage I                I                        19
## 618               Stage I                I           [Not Available]
## 619            Stage IIIA              III                        10
## 620             Stage IIA               II                        16
## 621             Stage IIB               II                        24
## 622             Stage IIA               II                        12
## 623             Stage IIA               II                         9
## 624            Stage IIIB              III                        19
## 625       [Not Available]   [Not vailable]                         6
## 626            Stage IIIB              III                        13
## 627             Stage IIB               II                        15
## 628             Stage IIA               II                        23
## 629               Stage I                I                        19
## 630             Stage IIB               II                        12
## 631               Stage I                I           [Not Available]
## 632              Stage IV               IV                        13
## 633            Stage IIIA              III                        35
## 634             Stage IIB               II                        22
## 635            Stage IIIA              III                        10
## 636             Stage IIA               II                        29
## 637            Stage IIIB              III                        10
## 638              Stage IA                I                         5
## 639              Stage IA                I                         2
## 640              Stage II               II                         4
## 641             Stage IIB               II                        39
## 642             Stage IIB               II                        16
## 643             Stage IIB               II                        15
## 644               Stage I                I                        12
## 645            Stage IIIC              III                        14
## 646             Stage IIB               II                        18
## 647             Stage IIA               II                         1
## 648             Stage IIA               II                         2
## 649             Stage IIA               II                         1
## 650              Stage IB                I                         3
## 651             Stage IIB               II                         6
## 652              Stage IA                I                         5
## 653             Stage IIA               II                         4
## 654             Stage IIA               II           [Not Available]
## 655              Stage IA                I                         2
## 656              Stage IA                I                         7
## 657             Stage IIB               II                         3
## 658            Stage IIIA              III                        20
## 659             Stage IIB               II                         7
## 660             Stage IIA               II                         3
## 661             Stage IIA               II                        10
## 662             Stage IIA               II                        10
## 663             Stage IIA               II                        10
## 664             Stage IIB               II                         8
## 665            Stage IIIA              III                         7
## 666             Stage IIA               II                         5
## 667             Stage IIB               II                         7
## 668             Stage IIA               II                         5
## 669            Stage IIIB              III                         7
## 670             Stage IIB               II                         6
## 671             Stage IIB               II                         9
## 672             Stage IIB               II                         2
## 673            Stage IIIA              III                         8
## 674            Stage IIIA              III                         8
## 675             Stage IIB               II                         4
## 676            Stage IIIA              III                        26
## 677             Stage IIA               II                         7
## 678             Stage IIB               II                         3
## 679             Stage IIB               II                         2
## 680            Stage IIIA              III                         2
## 681             Stage IIA               II                         5
## 682             Stage IIA               II                        12
## 683             Stage IIA               II           [Not Available]
## 684            Stage IIIA              III                         6
## 685             Stage IIA               II                        10
## 686             Stage IIB               II                         8
## 687            Stage IIIA              III                         9
## 688             Stage IIA               II           [Not Available]
## 689             Stage IIA               II           [Not Available]
## 690            Stage IIIC              III           [Not Available]
## 691            Stage IIIA              III           [Not Available]
## 692             Stage IIB               II           [Not Available]
## 693             Stage IIA               II           [Not Available]
## 694             Stage IIA               II           [Not Available]
## 695             Stage IIA               II           [Not Available]
## 696             Stage IIB               II                         7
## 697             Stage IIA               II           [Not Available]
## 698             Stage IIA               II           [Not Available]
## 699            Stage IIIA              III           [Not Available]
## 700             Stage IIB               II           [Not Available]
## 701             Stage IIB               II           [Not Available]
## 702            Stage IIIB              III                         6
## 703              Stage IA                I           [Not Available]
## 704            Stage IIIA              III                         9
## 705             Stage IIB               II                         7
## 706            Stage IIIA              III                         8
## 707              Stage IA                I                         6
## 708       [Not Available]   [Not vailable]                        11
## 709             Stage IIB               II                        15
## 710       [Not Available]   [Not vailable]                        15
## 711             Stage IIB               II                        14
## 712             Stage IIA               II                        11
## 713             Stage IIA               II                         7
## 714       [Not Available]   [Not vailable]                         1
## 715             Stage IIB               II                        16
## 716              Stage IA                I                         6
## 717       [Not Available]   [Not vailable]           [Not Available]
## 718             Stage IIB               II                         8
## 719            Stage IIIA              III                        11
## 720             Stage IIB               II                        14
## 721             Stage IIA               II                        10
## 722            Stage IIIA              III                        25
## 723             Stage IIA               II                         1
## 724              Stage IA                I                         9
## 725             Stage IIA               II                        22
## 726             Stage IIA               II                         1
## 727             Stage IIA               II                        13
## 728             Stage IIA               II                        11
## 729             Stage IIB               II                        11
## 730            Stage IIIC              III                        13
## 731              Stage IA                I                         1
## 732              Stage IA                I                        13
## 733             Stage IIA               II                        15
## 734              Stage IA                I                         1
## 735            Stage IIIC              III                        16
## 736            Stage IIIA              III                         7
## 737             Stage IIA               II                         3
## 738            Stage IIIA              III                        11
## 739             Stage IIB               II                        23
## 740              Stage IA                I                         1
## 741             Stage IIB               II                        10
## 742            Stage IIIB              III                        20
## 743            Stage IIIA              III                        18
## 744             Stage IIA               II                         8
## 745            Stage IIIB              III                         2
## 746            Stage IIIA              III                        43
## 747             Stage IIB               II                        18
## 748             Stage IIB               II                        13
## 749              Stage IA                I                         1
## 750             Stage IIB               II                        10
## 751             Stage IIA               II                         7
## 752             Stage IIB               II                         7
## 753            Stage IIIC              III                        28
## 754             Stage IIA               II                        10
## 755              Stage IA                I                         1
## 756             Stage IIA               II                         1
## 757             Stage IIA               II                         1
## 758             Stage IIA               II                         3
## 759            Stage IIIA              III                        14
## 760            Stage IIIA              III                        15
## 761            Stage IIIA              III                        22
## 762             Stage IIA               II                         7
## 763            Stage IIIA              III                         8
## 764              Stage IA                I                         1
## 765             Stage IIA               II                        11
## 766             Stage IIA               II                        31
## 767             Stage IIA               II                         1
## 768            Stage IIIA              III                        10
## 769             Stage IIB               II                        17
## 770            Stage IIIA              III                        16
## 771              Stage IA                I                         1
## 772            Stage IIIA              III                        19
## 773              Stage IA                I                         1
## 774            Stage IIIC              III                        11
## 775            Stage IIIC              III                        12
## 776             Stage IIA               II                         2
## 777            Stage IIIB              III                        12
## 778            Stage IIIC              III                        21
## 779            Stage IIIC              III                        22
## 780              Stage IA                I                         1
## 781             Stage IIA               II           [Not Available]
## 782            Stage IIIA              III                        13
## 783             Stage IIA               II           [Not Available]
## 784             Stage IIA               II                         1
## 785              Stage IB                I                        16
## 786            Stage IIIA              III                        27
## 787            Stage IIIA              III                        27
## 788             Stage IIA               II                         6
## 789             Stage IIB               II                         3
## 790             Stage IIB               II                        28
## 791             Stage IIB               II                        13
## 792             Stage IIA               II                        21
## 793             Stage IIA               II                         2
## 794             Stage IIB               II                        38
## 795            Stage IIIA              III                        18
## 796            Stage IIIC              III                        24
## 797             Stage IIB               II                         7
## 798             Stage IIA               II                         8
## 799               Stage I                I                         2
## 800             Stage IIA               II                         7
## 801               Stage I                I                         8
## 802             Stage IIB               II                        24
## 803             Stage IIA               II                         5
## 804            Stage IIIA              III                        21
## 805             Stage IIA               II                         5
## 806               Stage I                I                         1
## 807             Stage IIA               II                         2
## 808               Stage I                I                         3
## 809             Stage IIB               II                        15
## 810               Stage I                I                         2
## 811             Stage IIB               II                        15
## 812               Stage I                I                         3
## 813             Stage IIA               II                         2
## 814             Stage IIA               II                         4
## 815            Stage IIIC              III                        19
## 816               Stage I                I                         4
## 817             Stage IIA               II                         4
## 818             Stage IIA               II                         9
## 819               Stage I                I                         3
## 820             Stage IIA               II                         1
## 821             Stage IIA               II                         4
## 822             Stage IIA               II                         4
## 823               Stage I                I                        12
## 824             Stage IIB               II                        17
## 825             Stage IIA               II                         3
## 826             Stage IIA               II                         5
## 827               Stage I                I           [Not Available]
## 828              Stage IA                I                         2
## 829             Stage IIA               II                         4
## 830             Stage IIB               II                        17
## 831             Stage IIA               II                         2
## 832             Stage IIB               II                         3
## 833            Stage IIIA              III                        28
## 834             Stage IIB               II                         6
## 835            Stage IIIA              III                         4
## 836             Stage IIA               II                         5
## 837             Stage IIA               II                         5
## 838              Stage IA                I                         4
## 839             Stage IIA               II                         1
## 840             Stage IIB               II                         3
## 841               Stage I                I                         4
## 842             Stage IIB               II                         3
## 843               Stage I                I                         2
## 844               Stage I                I                         5
## 845               Stage I                I                         3
## 846             Stage IIA               II                         6
## 847             Stage IIA               II                         4
## 848               Stage I                I                         2
## 849               Stage I                I                         1
## 850              Stage IA                I                        11
## 851             Stage IIA               II                         6
## 852            Stage IIIA              III                        20
## 853             Stage IIB               II                        13
## 854             Stage IIA               II                         2
## 855             Stage IIA               II                        35
## 856             Stage IIB               II                        25
## 857            Stage IIIC              III                        28
## 858             Stage IIA               II                        19
## 859               Stage I                I                         2
## 860             Stage IIB               II                         2
## 861            Stage IIIC              III                        15
## 862            Stage IIIA              III                        44
## 863              Stage IA                I                         5
## 864            Stage IIIC              III                        25
## 865             Stage IIB               II                         5
## 866            Stage IIIC              III                        36
## 867             Stage IIB               II                        16
## 868              Stage IB                I                         7
## 869            Stage IIIA              III                        13
## 870              Stage IA                I                         4
## 871             Stage IIA               II                         4
## 872              Stage IA                I                         5
## 873            Stage IIIC              III                        22
## 874            Stage IIIA              III                         7
## 875            Stage IIIA              III                         7
## 876             Stage IIB               II                        11
## 877             Stage IIB               II                        10
## 878             Stage IIA               II                         8
## 879             Stage IIA               II                         8
## 880             Stage IIA               II                        11
## 881             Stage IIB               II                         9
## 882             Stage IIB               II                        11
## 883             Stage IIB               II                         2
## 884             Stage IIA               II                         9
## 885             Stage IIA               II                         5
## 886             Stage IIB               II                         5
## 887             Stage IIA               II                         4
## 888             Stage IIA               II                        19
## 889             Stage IIA               II                        12
## 890            Stage IIIC              III                        19
## 891            Stage IIIC              III                        10
## 892              Stage IA                I                        10
## 893              Stage IA                I                        10
## 894             Stage IIA               II                        10
## 895             Stage IIA               II                        10
## 896              Stage IA                I                        10
## 897             Stage IIA               II                        10
## 898            Stage IIIC              III                        10
## 899             Stage IIA               II                        10
## 900            Stage IIIA              III                        10
## 901            Stage IIIA              III                        10
## 902            Stage IIIA              III                        10
## 903             Stage IIA               II                        10
## 904            Stage IIIA              III                        10
## 905            Stage IIIA              III                        10
## 906             Stage IIB               II                        17
## 907             Stage IIB               II                        12
## 908              Stage IA                I                        14
## 909             Stage IIA               II                         2
## 910              Stage IA                I                         4
## 911             Stage IIA               II                        10
## 912            Stage IIIA              III                        10
## 913             Stage IIA               II                         6
## 914             Stage IIB               II                         8
## 915             Stage IIA               II                        10
## 916             Stage IIA               II                        10
## 917             Stage IIB               II                        10
## 918              Stage IA                I                        10
## 919             Stage IIA               II                        10
## 920             Stage IIA               II                        10
## 921             Stage IIA               II                        10
## 922             Stage IIA               II                         7
## 923             Stage IIB               II                        10
## 924             Stage IIA               II                        10
## 925             Stage IIA               II                        10
## 926            Stage IIIC              III                        22
## 927             Stage IIA               II                        14
## 928             Stage IIB               II                         8
## 929              Stage IA                I                         2
## 930            Stage IIIA              III                        10
## 931            Stage IIIC              III                        10
## 932             Stage IIB               II                        10
## 933             Stage IIA               II                        10
## 934             Stage IIA               II                        10
## 935            Stage IIIC              III                        12
## 936             Stage IIB               II                        10
## 937             Stage IIA               II                        27
## 938               Stage I                I                         6
## 939            Stage IIIA              III                        14
## 940             Stage IIB               II                        17
## 941             Stage IIB               II                        21
## 942              Stage IA                I                         3
## 943             Stage IIB               II                         1
## 944               Stage I                I                         3
## 945             Stage IIB               II                         6
## 946             Stage IIA               II                         3
## 947             Stage IIA               II                         4
## 948             Stage IIA               II                         1
## 949             Stage IIA               II                         4
## 950             Stage IIB               II                        21
## 951            Stage IIIC              III                        32
## 952             Stage IIA               II                         4
## 953             Stage IIA               II                         3
## 954             Stage IIB               II                        40
## 955             Stage IIB               II                        25
## 956             Stage IIA               II                         2
## 957            Stage IIIC              III                        15
## 958             Stage IIB               II                        13
## 959            Stage IIIA              III                         8
## 960             Stage IIB               II                         2
## 961             Stage IIA               II                         7
## 962             Stage IIA               II                        23
## 963              Stage IA                I                        11
## 964             Stage IIB               II                        25
## 965             Stage IIA               II                        10
## 966            Stage IIIC              III                        21
## 967             Stage IIB               II                         8
## 968            Stage IIIC              III                        32
## 969             Stage IIA               II                         6
## 970             Stage IIB               II                         2
## 971            Stage IIIA              III                        25
## 972             Stage IIA               II                         2
## 973            Stage IIIA              III                         1
## 974             Stage IIA               II                         3
## 975              Stage II               II                         4
## 976              Stage II               II                         8
## 977             Stage IIA               II                         2
## 978             Stage IIB               II                        31
## 979            Stage IIIB              III                        10
## 980             Stage IIB               II                         4
## 981               Stage I                I                         2
## 982             Stage IIB               II                        13
## 983             Stage IIA               II                         3
## 984             Stage IIA               II                        21
## 985               Stage I                I                         2
## 986             Stage IIA               II                        32
## 987               Stage I                I                         2
## 988               Stage I                I                         9
## 989               Stage I                I                         1
## 990               Stage I                I                         2
## 991             Stage IIA               II                         2
## 992             Stage IIA               II                         9
## 993               Stage I                I                         3
## 994             Stage IIA               II                         4
## 995             Stage IIB               II                        13
## 996            Stage IIIA              III                        26
## 997             Stage IIA               II                         4
## 998            Stage IIIA              III                        34
## 999            Stage IIIC              III                        22
## 1000            Stage IIB               II                        24
## 1001            Stage IIB               II                        13
## 1002            Stage IIA               II                         3
## 1003            Stage IIB               II                        10
## 1004            Stage IIB               II                        16
## 1005            Stage IIA               II                        16
## 1006            Stage IIB               II                        15
## 1007           Stage IIIC              III                        12
## 1008           Stage IIIC              III                        23
## 1009            Stage IIB               II                        18
## 1010             Stage IA                I                        14
## 1011             Stage IA                I                         4
## 1012             Stage IA                I                         4
## 1013            Stage IIA               II                         4
## 1014            Stage IIA               II                         8
## 1015            Stage IIB               II                        23
## 1016           Stage IIIB              III           [Not Available]
## 1017            Stage IIA               II                         5
## 1018             Stage IA                I                         1
## 1019            Stage IIB               II                        12
## 1020            Stage IIA               II           [Not Available]
## 1021           Stage IIIA              III                        18
## 1022            Stage IIA               II                         1
## 1023             Stage IA                I                         1
## 1024             Stage IV               IV           [Not Available]
## 1025             Stage IA                I                         1
## 1026            Stage IIB               II                        11
## 1027            Stage IIB               II                         4
## 1028            Stage IIA               II                         3
## 1029           Stage IIIC              III                        28
## 1030           Stage IIIA              III                        26
## 1031            Stage IIB               II                        18
## 1032             Stage II               II                        13
## 1033            Stage IIA               II                         2
## 1034            Stage IIA               II                         1
## 1035            Stage IIB               II                         2
## 1036            Stage IIA               II                         1
## 1037            Stage IIA               II                        15
## 1038           Stage IIIC              III                        29
## 1039            Stage IIA               II                         4
## 1040             Stage IA                I                         4
## 1041            Stage IIA               II                        25
## 1042             Stage IA                I                         3
## 1043            Stage IIB               II                        12
## 1044             Stage IB                I                         1
## 1045            Stage IIA               II                        13
## 1046              Stage I                I                         4
## 1047            Stage IIA               II                         2
## 1048             Stage IA                I                         2
## 1049           Stage IIIC              III                        15
## 1050            Stage IIB               II                        17
## 1051            Stage IIA               II                         2
## 1052             Stage IA                I                         7
## 1053            Stage IIA               II                         1
## 1054             Stage IA                I                         2
## 1055            Stage IIB               II                         6
## 1056           Stage IIIA              III                        31
## 1057            Stage IIA               II                         2
## 1058            Stage IIA               II                         1
## 1059           Stage IIIB              III           [Not Available]
## 1060             Stage IV               IV           [Not Available]
## 1061            Stage IIB               II           [Not Available]
## 1062           Stage IIIB              III           [Not Available]
## 1063            Stage IIA               II                         1
## 1064            Stage IIB               II                         3
## 1065           Stage IIIC              III                        21
## 1066            Stage IIB               II                        12
## 1067            Stage IIA               II                         4
## 1068            Stage IIA               II                         1
## 1069           Stage IIIA              III                        16
## 1070              Stage I                I                         4
## 1071            Stage IIB               II                        13
## 1072            Stage IIB               II                         2
## 1073            Stage IIA               II           [Not Available]
## 1074             Stage IV               IV           [Not Available]
## 1075           Stage IIIA              III                        18
## 1076            Stage IIA               II                         1
## 1077            Stage IIB               II                         2
## 1078             Stage IA                I                         4
## 1079           Stage IIIA              III                        22
## 1080            Stage IIB               II                        11
## 1081           Stage IIIA              III                         5
## 1082              Stage I                I                         2
##      number_of_lymphnodes_positive                    initial_diagnosis_method
## 1                                4                             [Not Available]
## 2                                1                          Core needle biopsy
## 3                                1                          Core needle biopsy
## 4                                0                          Core needle biopsy
## 5                                4                          Core needle biopsy
## 6                                0                           Incisional Biopsy
## 7                  [Not Available]                           Excisional Biopsy
## 8                                0               Fine needle aspiration biopsy
## 9                                0                          Core needle biopsy
## 10                               0                          Core needle biopsy
## 11                               0               Fine needle aspiration biopsy
## 12                               1                          Core needle biopsy
## 13                               0               Fine needle aspiration biopsy
## 14                               1               Fine needle aspiration biopsy
## 15                               3                          Core needle biopsy
## 16                               0                           Excisional Biopsy
## 17                               0                          Core needle biopsy
## 18                               4                          Core needle biopsy
## 19                               1                          Core needle biopsy
## 20                               0               Fine needle aspiration biopsy
## 21                               1                          Core needle biopsy
## 22                               0               Fine needle aspiration biopsy
## 23                              18                           Excisional Biopsy
## 24                               0                      Other method, specify:
## 25                               0                          Core needle biopsy
## 26                               0                          Core needle biopsy
## 27                               0                          Core needle biopsy
## 28                               0                          Core needle biopsy
## 29                               1                          Core needle biopsy
## 30                               0                          Core needle biopsy
## 31                               1                          Core needle biopsy
## 32                               4                           Excisional Biopsy
## 33                               9                          Core needle biopsy
## 34                               0                           Excisional Biopsy
## 35                               0                          Core needle biopsy
## 36                               0                          Core needle biopsy
## 37                               0                          Core needle biopsy
## 38                               0                          Core needle biopsy
## 39                              12                      Other method, specify:
## 40                               0                          Core needle biopsy
## 41                               0                          Core needle biopsy
## 42                               4                          Core needle biopsy
## 43                               2                          Core needle biopsy
## 44                               0                          Core needle biopsy
## 45                               1                          Core needle biopsy
## 46                               0                          Core needle biopsy
## 47                               0                          Core needle biopsy
## 48                               0                          Core needle biopsy
## 49                               0                          Core needle biopsy
## 50                               0                          Core needle biopsy
## 51                               1                          Core needle biopsy
## 52                               0                          Core needle biopsy
## 53                               0                           Excisional Biopsy
## 54                               0                          Core needle biopsy
## 55                               0                          Core needle biopsy
## 56                               0                          Core needle biopsy
## 57                               1                          Core needle biopsy
## 58                               0                          Core needle biopsy
## 59                               5                          Core needle biopsy
## 60                               0                          Core needle biopsy
## 61                               0                          Core needle biopsy
## 62                              26                          Core needle biopsy
## 63                               0                          Core needle biopsy
## 64                               1                          Core needle biopsy
## 65                               3                           Excisional Biopsy
## 66                               0                          Core needle biopsy
## 67                               8                          Core needle biopsy
## 68                               4                          Core needle biopsy
## 69                               0                          Core needle biopsy
## 70                               1                          Core needle biopsy
## 71                               2                          Core needle biopsy
## 72                              10                          Core needle biopsy
## 73                              10                          Core needle biopsy
## 74                               2                          Core needle biopsy
## 75                               0                          Core needle biopsy
## 76                               0                          Core needle biopsy
## 77                               0                          Core needle biopsy
## 78                               0                          Core needle biopsy
## 79                               1                          Core needle biopsy
## 80                               0                          Core needle biopsy
## 81                               1                          Core needle biopsy
## 82                               0                          Core needle biopsy
## 83                              14                          Core needle biopsy
## 84                               5                          Core needle biopsy
## 85                               0                          Core needle biopsy
## 86                               5                          Core needle biopsy
## 87                               0                          Core needle biopsy
## 88                               4                          Core needle biopsy
## 89                               0                          Core needle biopsy
## 90                               5                          Core needle biopsy
## 91                               0                          Core needle biopsy
## 92                               5                          Core needle biopsy
## 93                               6                          Core needle biopsy
## 94                               0                          Core needle biopsy
## 95                               2                          Core needle biopsy
## 96                               1                          Core needle biopsy
## 97                               2                          Core needle biopsy
## 98                               4                          Core needle biopsy
## 99                               0                          Core needle biopsy
## 100                              0                          Core needle biopsy
## 101                              2                          Core needle biopsy
## 102                              3                          Core needle biopsy
## 103                             22                          Core needle biopsy
## 104                              6                           Excisional Biopsy
## 105                              0                          Core needle biopsy
## 106                              2                          Core needle biopsy
## 107                              1                          Core needle biopsy
## 108                              9                          Core needle biopsy
## 109                              1                           Excisional Biopsy
## 110                              3                           Excisional Biopsy
## 111                              0                          Core needle biopsy
## 112                              3                          Core needle biopsy
## 113                              0                          Core needle biopsy
## 114                              3                          Core needle biopsy
## 115                              0                          Core needle biopsy
## 116                              1                          Core needle biopsy
## 117                             27                          Core needle biopsy
## 118                              0                          Core needle biopsy
## 119                             18                          Core needle biopsy
## 120                              0                          Core needle biopsy
## 121                              0                          Core needle biopsy
## 122                              5                          Core needle biopsy
## 123                              2                          Core needle biopsy
## 124                              0                          Core needle biopsy
## 125                              0                          Core needle biopsy
## 126                              0                          Core needle biopsy
## 127                              0                          Core needle biopsy
## 128                              0                          Core needle biopsy
## 129                              0                          Core needle biopsy
## 130                              0                          Core needle biopsy
## 131                              0                          Core needle biopsy
## 132                              0                          Core needle biopsy
## 133                              2                          Core needle biopsy
## 134                              3                          Core needle biopsy
## 135                              0                          Core needle biopsy
## 136                              2                          Core needle biopsy
## 137                              0                          Core needle biopsy
## 138                              0               Fine needle aspiration biopsy
## 139                              0                          Core needle biopsy
## 140                              0                          Core needle biopsy
## 141                              0               Fine needle aspiration biopsy
## 142                              0                          Core needle biopsy
## 143                              8                          Core needle biopsy
## 144                              0                          Core needle biopsy
## 145                [Not Available]                          Core needle biopsy
## 146                              0                          Core needle biopsy
## 147                              0                          Core needle biopsy
## 148                              0                          Core needle biopsy
## 149                             12                          Core needle biopsy
## 150                             13                          Core needle biopsy
## 151                              1                          Core needle biopsy
## 152                              0                          Core needle biopsy
## 153                              0                          Core needle biopsy
## 154                              0                          Core needle biopsy
## 155                              0                          Core needle biopsy
## 156                              0                          Core needle biopsy
## 157                              0                          Core needle biopsy
## 158                              0                          Core needle biopsy
## 159                              1                          Core needle biopsy
## 160                             21                          Core needle biopsy
## 161                              0                          Core needle biopsy
## 162                              0                          Core needle biopsy
## 163                              0                          Core needle biopsy
## 164                              2                          Core needle biopsy
## 165                [Not Available]                             [Not Available]
## 166                [Not Available]                             [Not Available]
## 167                [Not Available]                             [Not Available]
## 168                [Not Available]                             [Not Available]
## 169                [Not Available]                             [Not Available]
## 170                [Not Available]                             [Not Available]
## 171                [Not Available]                             [Not Available]
## 172                [Not Available]                             [Not Available]
## 173                [Not Available]                             [Not Available]
## 174                [Not Available]                             [Not Available]
## 175                [Not Available]                             [Not Available]
## 176                [Not Available]                             [Not Available]
## 177                [Not Available]                             [Not Available]
## 178                [Not Available]                             [Not Available]
## 179                [Not Available]                             [Not Available]
## 180                [Not Available]                             [Not Available]
## 181                [Not Available]                             [Not Available]
## 182                [Not Available]                             [Not Available]
## 183                [Not Available]                             [Not Available]
## 184                [Not Available]                             [Not Available]
## 185                [Not Available]                             [Not Available]
## 186                [Not Available]                             [Not Available]
## 187                [Not Available]                             [Not Available]
## 188                [Not Available]                             [Not Available]
## 189                [Not Available]                             [Not Available]
## 190                [Not Available]                             [Not Available]
## 191                [Not Available]                             [Not Available]
## 192                [Not Available]                             [Not Available]
## 193                [Not Available]                             [Not Available]
## 194                [Not Available]                             [Not Available]
## 195                [Not Available]                             [Not Available]
## 196                [Not Available]                             [Not Available]
## 197                [Not Available]                             [Not Available]
## 198                [Not Available]                             [Not Available]
## 199                [Not Available]                             [Not Available]
## 200                [Not Available]                             [Not Available]
## 201                [Not Available]                             [Not Available]
## 202                [Not Available]                             [Not Available]
## 203                [Not Available]                             [Not Available]
## 204                [Not Available]                             [Not Available]
## 205                [Not Available]                             [Not Available]
## 206                [Not Available]                             [Not Available]
## 207                [Not Available]                             [Not Available]
## 208                [Not Available]                             [Not Available]
## 209                [Not Available]                             [Not Available]
## 210                [Not Available]                             [Not Available]
## 211                [Not Available]                             [Not Available]
## 212                [Not Available]                             [Not Available]
## 213                [Not Available]                             [Not Available]
## 214                [Not Available]                             [Not Available]
## 215                [Not Available]                             [Not Available]
## 216                [Not Available]                             [Not Available]
## 217                [Not Available]                             [Not Available]
## 218                [Not Available]                             [Not Available]
## 219                [Not Available]                             [Not Available]
## 220                [Not Available]                             [Not Available]
## 221                [Not Available]                             [Not Available]
## 222                [Not Available]                             [Not Available]
## 223                [Not Available]                             [Not Available]
## 224                [Not Available]                             [Not Available]
## 225                [Not Available]                             [Not Available]
## 226                [Not Available]                             [Not Available]
## 227                [Not Available]                             [Not Available]
## 228                [Not Available]                             [Not Available]
## 229                [Not Available]                             [Not Available]
## 230                [Not Available]                             [Not Available]
## 231                [Not Available]                             [Not Available]
## 232                [Not Available]                             [Not Available]
## 233                [Not Available]                             [Not Available]
## 234                [Not Available]                             [Not Available]
## 235                [Not Available]                             [Not Available]
## 236                [Not Available]                             [Not Available]
## 237                [Not Available]                             [Not Available]
## 238                [Not Available]                             [Not Available]
## 239                [Not Available]                             [Not Available]
## 240                [Not Available]                             [Not Available]
## 241                [Not Available]                             [Not Available]
## 242                [Not Available]                             [Not Available]
## 243                [Not Available]                             [Not Available]
## 244                              1                          Core needle biopsy
## 245                              1                          Core needle biopsy
## 246                              2                          Core needle biopsy
## 247                [Not Available]                          Core needle biopsy
## 248                              0                          Core needle biopsy
## 249                              6                          Core needle biopsy
## 250                              1                             Tumor resection
## 251                              0                          Core needle biopsy
## 252                             18               Fine needle aspiration biopsy
## 253                              3                          Core needle biopsy
## 254                              1                          Core needle biopsy
## 255                              3                          Core needle biopsy
## 256                              0                          Core needle biopsy
## 257                              2                          Core needle biopsy
## 258                              0                          Core needle biopsy
## 259                              2                          Core needle biopsy
## 260                              0                          Core needle biopsy
## 261                              5                          Core needle biopsy
## 262                             12                           Excisional Biopsy
## 263                              2                          Core needle biopsy
## 264                              1                          Core needle biopsy
## 265                              1                          Core needle biopsy
## 266                              0                          Core needle biopsy
## 267                              0                          Core needle biopsy
## 268                              0                      Other method, specify:
## 269                              0                          Core needle biopsy
## 270                              3                          Core needle biopsy
## 271                              1                          Core needle biopsy
## 272                             12                          Core needle biopsy
## 273                              0                          Core needle biopsy
## 274                              0                          Core needle biopsy
## 275                              1                          Core needle biopsy
## 276                              0                          Core needle biopsy
## 277                              0                          Core needle biopsy
## 278                              3                          Core needle biopsy
## 279                              0                          Core needle biopsy
## 280                              1                          Core needle biopsy
## 281                              1                          Core needle biopsy
## 282                              0                          Core needle biopsy
## 283                             19                          Core needle biopsy
## 284                              2               Fine needle aspiration biopsy
## 285                              3                          Core needle biopsy
## 286                              0                             Tumor resection
## 287                              0                          Core needle biopsy
## 288                              1                          Core needle biopsy
## 289                              0                          Core needle biopsy
## 290                              0                          Core needle biopsy
## 291                              0                             Tumor resection
## 292                              0                             Tumor resection
## 293                              1                             Tumor resection
## 294                              0                             Tumor resection
## 295                              0                             Tumor resection
## 296                              4                             Tumor resection
## 297                              2                             Tumor resection
## 298                              2                             Tumor resection
## 299                              0                             Tumor resection
## 300                              0                             Tumor resection
## 301                              0                             Tumor resection
## 302                              0                             Tumor resection
## 303                              0                             Tumor resection
## 304                              4                             Tumor resection
## 305                              0                             Tumor resection
## 306                              0                             Tumor resection
## 307                              0                             Tumor resection
## 308                              8                             Tumor resection
## 309                              0                             Tumor resection
## 310                              0                             Tumor resection
## 311                              0                             Tumor resection
## 312                              0                             Tumor resection
## 313                              1                             Tumor resection
## 314                              0                             Tumor resection
## 315                              2                             Tumor resection
## 316                              0                             Tumor resection
## 317                              0                             Tumor resection
## 318                              1                             Tumor resection
## 319                              0                             Tumor resection
## 320                              0                             Tumor resection
## 321                              1                             Tumor resection
## 322                              2                             Tumor resection
## 323                              1                             Tumor resection
## 324                              7                             Tumor resection
## 325                              1                             Tumor resection
## 326                              1                             Tumor resection
## 327                              0                             Tumor resection
## 328                              7                             Tumor resection
## 329                              1                             Tumor resection
## 330                              4                          Core needle biopsy
## 331                              0                          Core needle biopsy
## 332                              2                          Core needle biopsy
## 333                              0                          Core needle biopsy
## 334                              0                          Core needle biopsy
## 335                              3                          Core needle biopsy
## 336                              2                          Core needle biopsy
## 337                              0                          Core needle biopsy
## 338                              0                          Core needle biopsy
## 339                              0                          Core needle biopsy
## 340                              1                          Core needle biopsy
## 341                              0                          Core needle biopsy
## 342                              2                          Core needle biopsy
## 343                              0               Fine needle aspiration biopsy
## 344                              3                          Core needle biopsy
## 345                              0                          Core needle biopsy
## 346                             15                          Core needle biopsy
## 347                             11                          Core needle biopsy
## 348                              1                          Core needle biopsy
## 349                              0                          Core needle biopsy
## 350                              3                          Core needle biopsy
## 351                              8                          Core needle biopsy
## 352                              2                          Core needle biopsy
## 353                              4                          Core needle biopsy
## 354                              0                          Core needle biopsy
## 355                              2                          Core needle biopsy
## 356                              7                          Core needle biopsy
## 357                              2                          Core needle biopsy
## 358                              0                          Core needle biopsy
## 359                              0                          Core needle biopsy
## 360                              0                          Core needle biopsy
## 361                              0               Fine needle aspiration biopsy
## 362                              2                          Core needle biopsy
## 363                              0                          Core needle biopsy
## 364                              0                          Core needle biopsy
## 365                              2                          Core needle biopsy
## 366                              1                          Core needle biopsy
## 367                              0                          Core needle biopsy
## 368                              0                          Core needle biopsy
## 369                              0                          Core needle biopsy
## 370                              0                          Core needle biopsy
## 371                              0                           Excisional Biopsy
## 372                              0                          Core needle biopsy
## 373                              2                          Core needle biopsy
## 374                              0                          Core needle biopsy
## 375                              0                          Core needle biopsy
## 376                              1                          Core needle biopsy
## 377                              4                          Core needle biopsy
## 378                              0                          Core needle biopsy
## 379                              0               Fine needle aspiration biopsy
## 380                              5                          Core needle biopsy
## 381                             13                          Core needle biopsy
## 382                             14                          Core needle biopsy
## 383                              0                          Core needle biopsy
## 384                              0               Fine needle aspiration biopsy
## 385                              4                          Core needle biopsy
## 386                              0                          Core needle biopsy
## 387                              2                          Core needle biopsy
## 388                              1                      Other method, specify:
## 389                              2                          Core needle biopsy
## 390                              5                          Core needle biopsy
## 391                              0                          Core needle biopsy
## 392                              0                          Core needle biopsy
## 393                              3                          Core needle biopsy
## 394                              3                          Core needle biopsy
## 395                              0                          Core needle biopsy
## 396                              6                          Core needle biopsy
## 397                              0                          Core needle biopsy
## 398                              4                           Incisional Biopsy
## 399                              1                          Core needle biopsy
## 400                              0                          Core needle biopsy
## 401                              1                          Core needle biopsy
## 402                              0               Fine needle aspiration biopsy
## 403                              0                          Core needle biopsy
## 404                              0                          Core needle biopsy
## 405                              3                          Core needle biopsy
## 406                              1                          Core needle biopsy
## 407                              0                          Core needle biopsy
## 408                              2                          Core needle biopsy
## 409                              0                          Core needle biopsy
## 410                              0                          Core needle biopsy
## 411                              5                          Core needle biopsy
## 412                              1                          Core needle biopsy
## 413                              1                          Core needle biopsy
## 414                              4                          Core needle biopsy
## 415                              1                          Core needle biopsy
## 416                              0                           Incisional Biopsy
## 417                              0                          Core needle biopsy
## 418                              0                          Core needle biopsy
## 419                              0                          Core needle biopsy
## 420                              0                          Core needle biopsy
## 421                              2                          Core needle biopsy
## 422                              4                          Core needle biopsy
## 423                              0                          Core needle biopsy
## 424                              7                           Incisional Biopsy
## 425                              0                          Core needle biopsy
## 426                              0                          Core needle biopsy
## 427                              6                          Core needle biopsy
## 428                              0                          Core needle biopsy
## 429                             15                          Core needle biopsy
## 430                              2                          Core needle biopsy
## 431                              1                          Core needle biopsy
## 432                              3                          Core needle biopsy
## 433                              0                          Core needle biopsy
## 434                              0                          Core needle biopsy
## 435                              0                          Core needle biopsy
## 436                              4                          Core needle biopsy
## 437                              0                          Core needle biopsy
## 438                              9                      Other method, specify:
## 439                              0                          Core needle biopsy
## 440                              0               Fine needle aspiration biopsy
## 441                              0                          Core needle biopsy
## 442                             29                          Core needle biopsy
## 443                              1                          Core needle biopsy
## 444                              5                          Core needle biopsy
## 445                              1                          Core needle biopsy
## 446                              0                          Core needle biopsy
## 447                              1                          Core needle biopsy
## 448                              0                          Core needle biopsy
## 449                              0                          Core needle biopsy
## 450                             10                          Core needle biopsy
## 451                              1                             [Not Available]
## 452                              1                          Core needle biopsy
## 453                              0                           Incisional Biopsy
## 454                              0                           Excisional Biopsy
## 455                              5                      Other method, specify:
## 456                              6                      Other method, specify:
## 457                [Not Available]                      Other method, specify:
## 458                [Not Available]                      Other method, specify:
## 459                              0                      Other method, specify:
## 460                              8                      Other method, specify:
## 461                [Not Available]               Fine needle aspiration biopsy
## 462                              6                           Incisional Biopsy
## 463                              4                      Other method, specify:
## 464                             25               Fine needle aspiration biopsy
## 465                              0                           Excisional Biopsy
## 466                              1                      Other method, specify:
## 467                              0               Fine needle aspiration biopsy
## 468                [Not Available]               Fine needle aspiration biopsy
## 469                              0                          Core needle biopsy
## 470                              0               Fine needle aspiration biopsy
## 471                              1                      Other method, specify:
## 472                              0                      Other method, specify:
## 473                              0                      Other method, specify:
## 474                              0                           Incisional Biopsy
## 475                              6                      Other method, specify:
## 476                              0               Fine needle aspiration biopsy
## 477                [Not Available]                      Other method, specify:
## 478                              0                      Other method, specify:
## 479                              2                      Other method, specify:
## 480                              2                      Other method, specify:
## 481                              0               Fine needle aspiration biopsy
## 482                              0                      Other method, specify:
## 483                              1               Fine needle aspiration biopsy
## 484                              0                             Tumor resection
## 485                              5                           Incisional Biopsy
## 486                [Not Available]               Fine needle aspiration biopsy
## 487                              1               Fine needle aspiration biopsy
## 488                              4                           Incisional Biopsy
## 489                              5                           Incisional Biopsy
## 490                              9                           Excisional Biopsy
## 491                              3                          Core needle biopsy
## 492                             11               Fine needle aspiration biopsy
## 493                              0               Fine needle aspiration biopsy
## 494                             16               Fine needle aspiration biopsy
## 495                              2                           Incisional Biopsy
## 496                              3                             [Not Available]
## 497                [Not Available]                           Excisional Biopsy
## 498                              1                          Core needle biopsy
## 499                              2               Fine needle aspiration biopsy
## 500                              0                          Core needle biopsy
## 501                             24                          Core needle biopsy
## 502                              0                          Core needle biopsy
## 503                              1                          Core needle biopsy
## 504                              4                             Tumor resection
## 505                              1                          Core needle biopsy
## 506                              0                          Core needle biopsy
## 507                             10                             Tumor resection
## 508                              6               Fine needle aspiration biopsy
## 509                              0                          Core needle biopsy
## 510                              0                          Core needle biopsy
## 511                              0                          Core needle biopsy
## 512                              0                          Core needle biopsy
## 513                              2                          Core needle biopsy
## 514                              0                          Core needle biopsy
## 515                              1                          Core needle biopsy
## 516                              0               Fine needle aspiration biopsy
## 517                              1                          Core needle biopsy
## 518                              2                          Core needle biopsy
## 519                              6                          Core needle biopsy
## 520                              5               Fine needle aspiration biopsy
## 521                              1                          Core needle biopsy
## 522                              0                          Core needle biopsy
## 523                              0                          Core needle biopsy
## 524                             27                          Core needle biopsy
## 525                             12                          Core needle biopsy
## 526                              2                          Core needle biopsy
## 527                              1                          Core needle biopsy
## 528                              0                          Core needle biopsy
## 529                              2                          Core needle biopsy
## 530                              0                          Core needle biopsy
## 531                              3                          Core needle biopsy
## 532                              0                          Core needle biopsy
## 533                              0                          Core needle biopsy
## 534                              0                          Core needle biopsy
## 535                              0                          Core needle biopsy
## 536                              0                          Core needle biopsy
## 537                [Not Available]                          Core needle biopsy
## 538                              2                          Core needle biopsy
## 539                              0                          Core needle biopsy
## 540                              1               Fine needle aspiration biopsy
## 541                              1                          Core needle biopsy
## 542                              8                          Core needle biopsy
## 543                              0                          Core needle biopsy
## 544                              1                          Core needle biopsy
## 545                              0                          Core needle biopsy
## 546                              0                          Core needle biopsy
## 547                              0                          Core needle biopsy
## 548                              3                          Core needle biopsy
## 549                              3                          Core needle biopsy
## 550                              0                           Excisional Biopsy
## 551                              0                          Core needle biopsy
## 552                              0                          Core needle biopsy
## 553                              0                          Core needle biopsy
## 554                              1                          Core needle biopsy
## 555                              8                          Core needle biopsy
## 556                              1                          Core needle biopsy
## 557                              9                          Core needle biopsy
## 558                              0                          Core needle biopsy
## 559                              1                          Core needle biopsy
## 560                             10                          Core needle biopsy
## 561                              2                          Core needle biopsy
## 562                              4                          Core needle biopsy
## 563                              0                          Core needle biopsy
## 564                              1                           Excisional Biopsy
## 565                              3                          Core needle biopsy
## 566                              2                          Core needle biopsy
## 567                              0                          Core needle biopsy
## 568                              0                          Core needle biopsy
## 569                              2                          Core needle biopsy
## 570                              3                          Core needle biopsy
## 571                              1                          Core needle biopsy
## 572                              0                          Core needle biopsy
## 573                              0                          Core needle biopsy
## 574                              0                          Core needle biopsy
## 575                              0                          Core needle biopsy
## 576                              6                          Core needle biopsy
## 577                              0                          Core needle biopsy
## 578                              0                          Core needle biopsy
## 579                              0                          Core needle biopsy
## 580                              0                          Core needle biopsy
## 581                              0                          Core needle biopsy
## 582                              2                          Core needle biopsy
## 583                              2                          Core needle biopsy
## 584                              0                          Core needle biopsy
## 585                              1                          Core needle biopsy
## 586                              8                          Core needle biopsy
## 587                              0                          Core needle biopsy
## 588                              0                          Core needle biopsy
## 589                              0                          Core needle biopsy
## 590                              2                          Core needle biopsy
## 591                              0                          Core needle biopsy
## 592                              0                          Core needle biopsy
## 593                              1                          Core needle biopsy
## 594                [Not Available]                          Core needle biopsy
## 595                              1                          Core needle biopsy
## 596                              0                          Core needle biopsy
## 597                              0               Fine needle aspiration biopsy
## 598                              0                          Core needle biopsy
## 599                              0                          Core needle biopsy
## 600                              0                          Core needle biopsy
## 601                              1                          Core needle biopsy
## 602                [Not Available]                             [Not Available]
## 603                              0                          Core needle biopsy
## 604                              1                          Core needle biopsy
## 605                              4                          Core needle biopsy
## 606                              2               Fine needle aspiration biopsy
## 607                              0               Fine needle aspiration biopsy
## 608                              2                          Core needle biopsy
## 609                             10                           Incisional Biopsy
## 610                              0                          Core needle biopsy
## 611                [Not Available]               Fine needle aspiration biopsy
## 612                              9                          Core needle biopsy
## 613                              0                          Core needle biopsy
## 614                [Not Available]                           Excisional Biopsy
## 615                              1                           Excisional Biopsy
## 616                              1                             Tumor resection
## 617                              1               Fine needle aspiration biopsy
## 618                [Not Available]               Fine needle aspiration biopsy
## 619                              3               Fine needle aspiration biopsy
## 620                              1                          Core needle biopsy
## 621                              2                          Core needle biopsy
## 622                              0                          Core needle biopsy
## 623                              1               Fine needle aspiration biopsy
## 624                              6                          Core needle biopsy
## 625                              6                          Core needle biopsy
## 626                             12                          Core needle biopsy
## 627                              0                          Core needle biopsy
## 628                              1               Fine needle aspiration biopsy
## 629                              0                          Core needle biopsy
## 630                              1                          Core needle biopsy
## 631                [Not Available]                           Excisional Biopsy
## 632                              8                          Core needle biopsy
## 633                              6                          Core needle biopsy
## 634                              4               Fine needle aspiration biopsy
## 635                              8                          Core needle biopsy
## 636                              0               Fine needle aspiration biopsy
## 637                              4                          Core needle biopsy
## 638                              0               Fine needle aspiration biopsy
## 639                              0                          Core needle biopsy
## 640                              0                          Core needle biopsy
## 641                             35                             [Not Available]
## 642                              2               Fine needle aspiration biopsy
## 643                              3                          Core needle biopsy
## 644                              0               Fine needle aspiration biopsy
## 645                             14               Fine needle aspiration biopsy
## 646                              2               Fine needle aspiration biopsy
## 647                              0                          Core needle biopsy
## 648                [Not Available]                          Core needle biopsy
## 649                [Not Available]                          Core needle biopsy
## 650                              1                          Core needle biopsy
## 651                              1                          Core needle biopsy
## 652                              0                          Core needle biopsy
## 653                              0                          Core needle biopsy
## 654                [Not Available]                          Core needle biopsy
## 655                              0                             [Not Available]
## 656                              0                          Core needle biopsy
## 657                              3                          Core needle biopsy
## 658                              3                          Core needle biopsy
## 659                              1                      Other method, specify:
## 660                [Not Available]                      Other method, specify:
## 661                [Not Available]                      Other method, specify:
## 662                [Not Available]                      Other method, specify:
## 663                [Not Available]                      Other method, specify:
## 664                [Not Available]                      Other method, specify:
## 665                [Not Available]                      Other method, specify:
## 666                              0                      Other method, specify:
## 667                [Not Available]                      Other method, specify:
## 668                              0                      Other method, specify:
## 669                [Not Available]                      Other method, specify:
## 670                [Not Available]                      Other method, specify:
## 671                [Not Available]                      Other method, specify:
## 672                              2                          Core needle biopsy
## 673                [Not Available]                          Core needle biopsy
## 674                              4                          Core needle biopsy
## 675                              1                          Core needle biopsy
## 676                [Not Available]                      Other method, specify:
## 677                [Not Available]                          Core needle biopsy
## 678                              1                          Core needle biopsy
## 679                [Not Available]                          Core needle biopsy
## 680                [Not Available]                          Core needle biopsy
## 681                [Not Available]                      Other method, specify:
## 682                [Not Available]                      Other method, specify:
## 683                [Not Available]                      Other method, specify:
## 684                [Not Available]                      Other method, specify:
## 685                [Not Available]                             Tumor resection
## 686                [Not Available]                      Other method, specify:
## 687                [Not Available]                      Other method, specify:
## 688                [Not Available]                          Core needle biopsy
## 689                [Not Available]                          Core needle biopsy
## 690                [Not Available]                             Tumor resection
## 691                [Not Available]                      Other method, specify:
## 692                [Not Available]                             Tumor resection
## 693                [Not Available]                             Tumor resection
## 694                [Not Available]                             Tumor resection
## 695                [Not Available]                      Other method, specify:
## 696                              2                      Other method, specify:
## 697                [Not Available]                      Other method, specify:
## 698                [Not Available]                             Tumor resection
## 699                [Not Available]                      Other method, specify:
## 700                [Not Available]                             Tumor resection
## 701                [Not Available]                             Tumor resection
## 702                              0                             Tumor resection
## 703                [Not Available]                             Tumor resection
## 704                              6                          Core needle biopsy
## 705                              3                          Core needle biopsy
## 706                              5                          Core needle biopsy
## 707                              0                          Core needle biopsy
## 708                              9               Fine needle aspiration biopsy
## 709                              1                          Core needle biopsy
## 710                              1               Fine needle aspiration biopsy
## 711                              0                          Core needle biopsy
## 712                              0                          Core needle biopsy
## 713                              1                          Core needle biopsy
## 714                              0                             Tumor resection
## 715                              3               Fine needle aspiration biopsy
## 716                              0               Fine needle aspiration biopsy
## 717                [Not Available]                      Other method, specify:
## 718                              1               Fine needle aspiration biopsy
## 719                              4                      Other method, specify:
## 720                              3                          Core needle biopsy
## 721                              3               Fine needle aspiration biopsy
## 722                              8                      Other method, specify:
## 723                              0                      Other method, specify:
## 724                [Not Available]               Fine needle aspiration biopsy
## 725                              2               Fine needle aspiration biopsy
## 726                              0                          Core needle biopsy
## 727                              0               Fine needle aspiration biopsy
## 728                              0               Fine needle aspiration biopsy
## 729                              3               Fine needle aspiration biopsy
## 730                             11                           Incisional Biopsy
## 731                [Not Available]               Fine needle aspiration biopsy
## 732                              0                      Other method, specify:
## 733                              0               Fine needle aspiration biopsy
## 734                              0                          Core needle biopsy
## 735                             14               Fine needle aspiration biopsy
## 736                              5               Fine needle aspiration biopsy
## 737                              0               Fine needle aspiration biopsy
## 738                              9               Fine needle aspiration biopsy
## 739                              3                          Core needle biopsy
## 740                              0                      Other method, specify:
## 741                              1                          Core needle biopsy
## 742                              1                      Other method, specify:
## 743                              6                               [Discrepancy]
## 744                              0                      Other method, specify:
## 745                              2                      Other method, specify:
## 746                              2               Fine needle aspiration biopsy
## 747                              3               Fine needle aspiration biopsy
## 748                              2               Fine needle aspiration biopsy
## 749                              0               Fine needle aspiration biopsy
## 750                              1                          Core needle biopsy
## 751                              0                          Core needle biopsy
## 752                              2                          Core needle biopsy
## 753                             25                          Core needle biopsy
## 754                              3               Fine needle aspiration biopsy
## 755                              0                          Core needle biopsy
## 756                              0               Fine needle aspiration biopsy
## 757                              0               Fine needle aspiration biopsy
## 758                              0               Fine needle aspiration biopsy
## 759                              6               Fine needle aspiration biopsy
## 760                              9                           Incisional Biopsy
## 761                              1               Fine needle aspiration biopsy
## 762                              0               Fine needle aspiration biopsy
## 763                              5               Fine needle aspiration biopsy
## 764                              0               Fine needle aspiration biopsy
## 765                              0                      Other method, specify:
## 766                              0                          Core needle biopsy
## 767                [Not Available]                      Other method, specify:
## 768                              4                          Core needle biopsy
## 769                              2               Fine needle aspiration biopsy
## 770                              2                          Core needle biopsy
## 771                [Not Available]               Fine needle aspiration biopsy
## 772                              4                          Core needle biopsy
## 773                              0                      Other method, specify:
## 774                             11                          Core needle biopsy
## 775                             12                          Core needle biopsy
## 776                              0               Fine needle aspiration biopsy
## 777                              0               Fine needle aspiration biopsy
## 778                             19                          Core needle biopsy
## 779                             19                          Core needle biopsy
## 780                              0                          Core needle biopsy
## 781                [Not Available]                          Core needle biopsy
## 782                              1                             Tumor resection
## 783                [Not Available]                          Core needle biopsy
## 784                              0                          Core needle biopsy
## 785                              1                          Core needle biopsy
## 786                              4                          Core needle biopsy
## 787                              4                          Core needle biopsy
## 788                              0                          Core needle biopsy
## 789                              0                          Core needle biopsy
## 790                              2                          Core needle biopsy
## 791                              1                          Core needle biopsy
## 792                              2                          Core needle biopsy
## 793                              0                          Core needle biopsy
## 794                              1                             Tumor resection
## 795                              2                             Tumor resection
## 796                             10                             Tumor resection
## 797                              1                             Tumor resection
## 798                              0                             Tumor resection
## 799                              0                             Tumor resection
## 800                              0                             Tumor resection
## 801                              0                             Tumor resection
## 802                              3                             Tumor resection
## 803                              0                             Tumor resection
## 804                              5                             Tumor resection
## 805                              0                             Tumor resection
## 806                              0                             Tumor resection
## 807                              0                             Tumor resection
## 808                              0                             Tumor resection
## 809                              3                             Tumor resection
## 810                              0                             Tumor resection
## 811                              2                             Tumor resection
## 812                              0                             Tumor resection
## 813                              1                             Tumor resection
## 814                              0                             Tumor resection
## 815                             13                             Tumor resection
## 816                              0                             Tumor resection
## 817                              0                             Tumor resection
## 818                              1                             Tumor resection
## 819                              0                             Tumor resection
## 820                              0                             Tumor resection
## 821                              1                             Tumor resection
## 822                              0                             Tumor resection
## 823                              0                             Tumor resection
## 824                              2                             Tumor resection
## 825                              0                             Tumor resection
## 826                              0                             Tumor resection
## 827                [Not Available]                             Tumor resection
## 828                              0                             Tumor resection
## 829                              3                             Tumor resection
## 830                              1                             Tumor resection
## 831                              0                             Tumor resection
## 832                              1                             Tumor resection
## 833                              6                             Tumor resection
## 834                              1                             Tumor resection
## 835                              3                             Tumor resection
## 836                              0                             Tumor resection
## 837                              0                             Tumor resection
## 838                              0                             Tumor resection
## 839                              0                             Tumor resection
## 840                              1                             Tumor resection
## 841                              0                             Tumor resection
## 842                              1                             Tumor resection
## 843                              0                             Tumor resection
## 844                              0                             Tumor resection
## 845                              0                             Tumor resection
## 846                              1                             Tumor resection
## 847                              1                             Tumor resection
## 848                              0                             Tumor resection
## 849                              0                          Core needle biopsy
## 850                              0                             Tumor resection
## 851                              1                             Tumor resection
## 852                              7                             Tumor resection
## 853                              2                             Tumor resection
## 854                              1                             Tumor resection
## 855                              1                             Tumor resection
## 856                              2                             Tumor resection
## 857                             27                             Tumor resection
## 858                              0                             Tumor resection
## 859                              0                             Tumor resection
## 860                              0                             Tumor resection
## 861                             11                             Tumor resection
## 862                              5                             Tumor resection
## 863                              0                             Tumor resection
## 864                             21                          Core needle biopsy
## 865                              1                          Core needle biopsy
## 866                             25                          Core needle biopsy
## 867                              1                          Core needle biopsy
## 868                              1                          Core needle biopsy
## 869                              0                          Core needle biopsy
## 870                              0                          Core needle biopsy
## 871                              0                          Core needle biopsy
## 872                              0               Fine needle aspiration biopsy
## 873                             12                          Core needle biopsy
## 874                              7                             Tumor resection
## 875                              4                             Tumor resection
## 876                              2                             Tumor resection
## 877                              2                             Tumor resection
## 878                              0                             Tumor resection
## 879                              0                             Tumor resection
## 880                              0                             Tumor resection
## 881                              1                             Tumor resection
## 882                              1                             Tumor resection
## 883                              1                             Tumor resection
## 884                              0                             Tumor resection
## 885                              0                             Tumor resection
## 886                              3                             Tumor resection
## 887                              0                             Tumor resection
## 888                              0                             Tumor resection
## 889                              1                             Tumor resection
## 890                             17                          Core needle biopsy
## 891                             10                          Core needle biopsy
## 892                              0                      Other method, specify:
## 893                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 894                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 895                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 896                              0                      Other method, specify:
## 897                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 898                             10 Cytology (e.g. Peritoneal or pleural fluid)
## 899                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 900                              9 Cytology (e.g. Peritoneal or pleural fluid)
## 901                              5 Cytology (e.g. Peritoneal or pleural fluid)
## 902                              4 Cytology (e.g. Peritoneal or pleural fluid)
## 903                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 904                              5 Cytology (e.g. Peritoneal or pleural fluid)
## 905                              6 Cytology (e.g. Peritoneal or pleural fluid)
## 906                              1                          Core needle biopsy
## 907                              2                             Tumor resection
## 908                              0                             Tumor resection
## 909                              0                             Tumor resection
## 910                              0                             Tumor resection
## 911                              0                             Tumor resection
## 912                              4                             Tumor resection
## 913                              0                             Tumor resection
## 914                              1                             Tumor resection
## 915                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 916                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 917                              3 Cytology (e.g. Peritoneal or pleural fluid)
## 918                              0                      Other method, specify:
## 919                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 920                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 921                              1                      Other method, specify:
## 922                              0                             Tumor resection
## 923                              1 Cytology (e.g. Peritoneal or pleural fluid)
## 924                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 925                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 926                             22                             Tumor resection
## 927                              0                             Tumor resection
## 928                              4                             Tumor resection
## 929                              0                          Core needle biopsy
## 930                              8               Fine needle aspiration biopsy
## 931                             10 Cytology (e.g. Peritoneal or pleural fluid)
## 932                              0 Cytology (e.g. Peritoneal or pleural fluid)
## 933                              0               Fine needle aspiration biopsy
## 934                              0                             Tumor resection
## 935                             12                          Core needle biopsy
## 936                              2                          Core needle biopsy
## 937                              1                          Core needle biopsy
## 938                              0                          Core needle biopsy
## 939                              5                      Other method, specify:
## 940                              1                          Core needle biopsy
## 941                              1                          Core needle biopsy
## 942                              0                          Core needle biopsy
## 943                              0                          Core needle biopsy
## 944                              0                          Core needle biopsy
## 945                              0                          Core needle biopsy
## 946                              0                          Core needle biopsy
## 947                              0                          Core needle biopsy
## 948                              0                          Core needle biopsy
## 949                              0                          Core needle biopsy
## 950                              1                          Core needle biopsy
## 951                             11                          Core needle biopsy
## 952                              0                          Core needle biopsy
## 953                              0                          Core needle biopsy
## 954                              3                          Core needle biopsy
## 955                              2                          Core needle biopsy
## 956                              0                          Core needle biopsy
## 957                             14               Fine needle aspiration biopsy
## 958                              1                          Core needle biopsy
## 959                              2                          Core needle biopsy
## 960                              0                          Core needle biopsy
## 961                              2                          Core needle biopsy
## 962                              1                               [Discrepancy]
## 963                              0                          Core needle biopsy
## 964                              1                          Core needle biopsy
## 965                              1                          Core needle biopsy
## 966                             19                          Core needle biopsy
## 967                              1                          Core needle biopsy
## 968                             29                           Excisional Biopsy
## 969                              0                          Core needle biopsy
## 970                              0                          Core needle biopsy
## 971                              1                          Core needle biopsy
## 972                              0                          Core needle biopsy
## 973                              0                          Core needle biopsy
## 974                              1                          Core needle biopsy
## 975                [Not Available]                          Core needle biopsy
## 976                              0                          Core needle biopsy
## 977                              0                          Core needle biopsy
## 978                              2                          Core needle biopsy
## 979                              0                             [Not Available]
## 980                              0                          Core needle biopsy
## 981                              0                          Core needle biopsy
## 982                              2               Fine needle aspiration biopsy
## 983                              0                          Core needle biopsy
## 984                              1                          Core needle biopsy
## 985                              0                          Core needle biopsy
## 986                              1                          Core needle biopsy
## 987                              0                          Core needle biopsy
## 988                              0                          Core needle biopsy
## 989                              0                          Core needle biopsy
## 990                              0                          Core needle biopsy
## 991                              0                          Core needle biopsy
## 992                              0                          Core needle biopsy
## 993                              0                          Core needle biopsy
## 994                              0                          Core needle biopsy
## 995                              1                          Core needle biopsy
## 996                              3                          Core needle biopsy
## 997                              0                          Core needle biopsy
## 998                              5                           Incisional Biopsy
## 999                             10                          Core needle biopsy
## 1000                             1                          Core needle biopsy
## 1001                             1                          Core needle biopsy
## 1002                             0                             Tumor resection
## 1003                             2                          Core needle biopsy
## 1004                             3                             Tumor resection
## 1005                             0                             Tumor resection
## 1006                             2                          Core needle biopsy
## 1007                            11                          Core needle biopsy
## 1008                            23                          Core needle biopsy
## 1009                             2                          Core needle biopsy
## 1010                             0                          Core needle biopsy
## 1011                             0                          Core needle biopsy
## 1012                             0                          Core needle biopsy
## 1013                             0                          Core needle biopsy
## 1014                             0                          Core needle biopsy
## 1015                             3                          Core needle biopsy
## 1016               [Not Available]                          Core needle biopsy
## 1017                             0                          Core needle biopsy
## 1018                             0                          Core needle biopsy
## 1019                             2                          Core needle biopsy
## 1020               [Not Available]                          Core needle biopsy
## 1021                             7                          Core needle biopsy
## 1022                             0                          Core needle biopsy
## 1023                             0                          Core needle biopsy
## 1024               [Not Available]                           Excisional Biopsy
## 1025                             0                          Core needle biopsy
## 1026                             2                          Core needle biopsy
## 1027                             1                             Tumor resection
## 1028                             0                          Core needle biopsy
## 1029                            28                          Core needle biopsy
## 1030                             3                          Core needle biopsy
## 1031                             2                             [Not Available]
## 1032                             2                             [Not Available]
## 1033               [Not Available]               Fine needle aspiration biopsy
## 1034               [Not Available]                          Core needle biopsy
## 1035               [Not Available]                          Core needle biopsy
## 1036               [Not Available]                      Other method, specify:
## 1037                             1                          Core needle biopsy
## 1038                            20                          Core needle biopsy
## 1039                             1                           Excisional Biopsy
## 1040               [Not Available]                          Core needle biopsy
## 1041                             1                      Other method, specify:
## 1042               [Not Available]                          Core needle biopsy
## 1043                             2                          Core needle biopsy
## 1044               [Not Available]               Fine needle aspiration biopsy
## 1045                             0                          Core needle biopsy
## 1046                             0                          Core needle biopsy
## 1047               [Not Available]                          Core needle biopsy
## 1048               [Not Available]                          Core needle biopsy
## 1049                            13                          Core needle biopsy
## 1050                             3                          Core needle biopsy
## 1051               [Not Available]                          Core needle biopsy
## 1052                             0                          Core needle biopsy
## 1053                             0                             [Not Available]
## 1054                             0                          Core needle biopsy
## 1055                             0               Fine needle aspiration biopsy
## 1056                             5                             [Not Available]
## 1057                             0                           Incisional Biopsy
## 1058                             0                          Core needle biopsy
## 1059               [Not Available]                           Excisional Biopsy
## 1060               [Not Available]                           Excisional Biopsy
## 1061               [Not Available]                           Excisional Biopsy
## 1062               [Not Available]                           Excisional Biopsy
## 1063                             0               Fine needle aspiration biopsy
## 1064                             1                           Excisional Biopsy
## 1065                            14                          Core needle biopsy
## 1066                             2                          Core needle biopsy
## 1067                             0               Fine needle aspiration biopsy
## 1068                             0                          Core needle biopsy
## 1069                             2                          Core needle biopsy
## 1070                             0                          Core needle biopsy
## 1071                             2                          Core needle biopsy
## 1072                             0                          Core needle biopsy
## 1073               [Not Available]                             [Not Available]
## 1074               [Not Available]                          Core needle biopsy
## 1075                             5                             Tumor resection
## 1076                             0                          Core needle biopsy
## 1077                             1                          Core needle biopsy
## 1078                             0                          Core needle biopsy
## 1079                             5                          Core needle biopsy
## 1080                             0                          Core needle biopsy
## 1081                             3                          Core needle biopsy
## 1082                             0                             Tumor resection
##               surgical_procedure estrogen_receptor_status
## 1    Modified Radical Mastectomy                 Positive
## 2                     Lumpectomy                 Positive
## 3    Modified Radical Mastectomy                 Positive
## 4              Simple Mastectomy                 Positive
## 5    Modified Radical Mastectomy                 Positive
## 6    Modified Radical Mastectomy                 Positive
## 7                      [Unknown]                 Positive
## 8                     Lumpectomy                 Positive
## 9                     Lumpectomy                 Positive
## 10   Modified Radical Mastectomy                 Positive
## 11   Modified Radical Mastectomy                 Positive
## 12                    Lumpectomy                 Positive
## 13                    Lumpectomy                 Negative
## 14                    Lumpectomy                 Positive
## 15   Modified Radical Mastectomy                 Positive
## 16                    Lumpectomy                 Negative
## 17   Modified Radical Mastectomy                 Positive
## 18                    Lumpectomy                 Positive
## 19   Modified Radical Mastectomy                 Negative
## 20                    Lumpectomy                 Negative
## 21   Modified Radical Mastectomy                 Positive
## 22                    Lumpectomy                 Positive
## 23                    Lumpectomy                 Negative
## 24             Simple Mastectomy                 Negative
## 25                    Lumpectomy                 Positive
## 26                    Lumpectomy                 Negative
## 27             Simple Mastectomy                 Negative
## 28             Simple Mastectomy                 Positive
## 29   Modified Radical Mastectomy                 Negative
## 30             Simple Mastectomy                 Positive
## 31             Simple Mastectomy                 Positive
## 32                    Lumpectomy                 Positive
## 33   Modified Radical Mastectomy                 Positive
## 34             Simple Mastectomy                 Negative
## 35   Modified Radical Mastectomy                 Positive
## 36                    Lumpectomy                 Positive
## 37                    Lumpectomy                 Positive
## 38   Modified Radical Mastectomy                 Positive
## 39   Modified Radical Mastectomy                 Positive
## 40             Simple Mastectomy                 Positive
## 41             Simple Mastectomy                 Positive
## 42   Modified Radical Mastectomy                 Positive
## 43                    Lumpectomy                 Positive
## 44                    Lumpectomy                 Positive
## 45             Simple Mastectomy                 Positive
## 46             Simple Mastectomy                 Positive
## 47             Simple Mastectomy                 Negative
## 48                    Lumpectomy                 Negative
## 49             Simple Mastectomy                 Negative
## 50             Simple Mastectomy                 Positive
## 51                    Lumpectomy                 Positive
## 52                    Lumpectomy                 Positive
## 53                    Lumpectomy                 Positive
## 54                    Lumpectomy                 Positive
## 55             Simple Mastectomy                 Positive
## 56                    Lumpectomy                 Negative
## 57                    Lumpectomy                 Positive
## 58             Simple Mastectomy                 Positive
## 59                    Lumpectomy                 Positive
## 60                    Lumpectomy                 Positive
## 61                    Lumpectomy                 Positive
## 62             Simple Mastectomy                 Positive
## 63                    Lumpectomy                 Positive
## 64                    Lumpectomy                 Positive
## 65                    Lumpectomy                 Negative
## 66             Simple Mastectomy                 Positive
## 67             Simple Mastectomy                 Positive
## 68                    Lumpectomy                 Positive
## 69                    Lumpectomy                 Negative
## 70   Modified Radical Mastectomy                 Positive
## 71                    Lumpectomy                 Negative
## 72                    Lumpectomy                 Negative
## 73   Modified Radical Mastectomy                 Negative
## 74                    Lumpectomy                 Positive
## 75             Simple Mastectomy                 Positive
## 76             Simple Mastectomy                 Positive
## 77             Simple Mastectomy                 Positive
## 78   Modified Radical Mastectomy                 Positive
## 79                    Lumpectomy                 Positive
## 80             Simple Mastectomy                 Positive
## 81                    Lumpectomy                 Negative
## 82             Simple Mastectomy                 Positive
## 83                    Lumpectomy                 Positive
## 84                    Lumpectomy                 Positive
## 85                    Lumpectomy                 Positive
## 86   Modified Radical Mastectomy                 Positive
## 87             Simple Mastectomy                 Positive
## 88             Simple Mastectomy                 Positive
## 89                    Lumpectomy                 Negative
## 90   Modified Radical Mastectomy                 Positive
## 91             Simple Mastectomy                 Positive
## 92   Modified Radical Mastectomy                 Positive
## 93                    Lumpectomy                 Positive
## 94             Simple Mastectomy                 Positive
## 95             Simple Mastectomy                 Positive
## 96                    Lumpectomy                 Negative
## 97   Modified Radical Mastectomy                 Positive
## 98   Modified Radical Mastectomy                 Negative
## 99                    Lumpectomy                 Positive
## 100            Simple Mastectomy                 Positive
## 101            Simple Mastectomy                 Positive
## 102            Simple Mastectomy                 Positive
## 103                   Lumpectomy                 Positive
## 104  Modified Radical Mastectomy                 Positive
## 105                   Lumpectomy                 Negative
## 106            Simple Mastectomy                 Positive
## 107                   Lumpectomy                 Positive
## 108                   Lumpectomy                 Negative
## 109  Modified Radical Mastectomy                 Negative
## 110                   Lumpectomy                 Negative
## 111                   Lumpectomy                 Positive
## 112            Simple Mastectomy                 Positive
## 113            Simple Mastectomy                 Negative
## 114  Modified Radical Mastectomy                 Negative
## 115            Simple Mastectomy                 Negative
## 116  Modified Radical Mastectomy                 Positive
## 117  Modified Radical Mastectomy                 Positive
## 118            Simple Mastectomy                 Positive
## 119  Modified Radical Mastectomy                 Positive
## 120            Simple Mastectomy                 Positive
## 121                   Lumpectomy                 Positive
## 122  Modified Radical Mastectomy                 Positive
## 123  Modified Radical Mastectomy                 Positive
## 124                   Lumpectomy                 Positive
## 125                   Lumpectomy                 Negative
## 126                   Lumpectomy                 Positive
## 127            Simple Mastectomy          [Not Evaluated]
## 128                   Lumpectomy                 Positive
## 129            Simple Mastectomy                 Positive
## 130                   Lumpectomy                 Negative
## 131            Simple Mastectomy                 Positive
## 132                   Lumpectomy                 Negative
## 133                   Lumpectomy                 Positive
## 134  Modified Radical Mastectomy                 Positive
## 135            Simple Mastectomy                 Positive
## 136            Simple Mastectomy                 Positive
## 137            Simple Mastectomy                 Positive
## 138                   Lumpectomy                 Negative
## 139                        Other                 Negative
## 140                        Other                 Positive
## 141                   Lumpectomy                 Negative
## 142            Simple Mastectomy                 Positive
## 143  Modified Radical Mastectomy                 Positive
## 144                   Lumpectomy                 Positive
## 145                   Lumpectomy                 Positive
## 146                   Lumpectomy                 Positive
## 147                   Lumpectomy                 Positive
## 148                   Lumpectomy                 Positive
## 149  Modified Radical Mastectomy                 Positive
## 150            Simple Mastectomy                 Positive
## 151            Simple Mastectomy                 Positive
## 152                   Lumpectomy                 Positive
## 153            Simple Mastectomy                 Positive
## 154            Simple Mastectomy                 Negative
## 155                   Lumpectomy                 Negative
## 156                   Lumpectomy                 Positive
## 157                   Lumpectomy                 Positive
## 158                   Lumpectomy                 Negative
## 159                   Lumpectomy                 Positive
## 160                        Other                 Positive
## 161  Modified Radical Mastectomy                 Negative
## 162                   Lumpectomy                 Negative
## 163                   Lumpectomy                 Positive
## 164                   Lumpectomy                 Negative
## 165                        Other                 Positive
## 166                        Other                 Positive
## 167                        Other                 Positive
## 168                        Other                 Positive
## 169                        Other                 Positive
## 170                        Other                 Positive
## 171                        Other                 Positive
## 172                        Other                 Positive
## 173                        Other                 Positive
## 174                        Other                 Positive
## 175                        Other                 Positive
## 176                        Other                 Positive
## 177                        Other                 Positive
## 178                        Other                 Positive
## 179                        Other                 Negative
## 180                        Other                 Positive
## 181                        Other                 Positive
## 182                        Other                 Positive
## 183                        Other                 Positive
## 184                        Other                 Positive
## 185                        Other                 Positive
## 186                        Other                 Negative
## 187                        Other                 Positive
## 188                        Other                 Negative
## 189                        Other                 Positive
## 190                        Other                 Negative
## 191                        Other                 Positive
## 192                        Other                 Positive
## 193                        Other                 Positive
## 194                        Other                 Positive
## 195                        Other                 Positive
## 196                        Other                 Positive
## 197                        Other                 Positive
## 198                        Other                 Positive
## 199                        Other                 Positive
## 200                        Other                 Positive
## 201                        Other                 Positive
## 202                        Other                 Positive
## 203                        Other                 Positive
## 204                        Other                 Positive
## 205                        Other                 Positive
## 206                        Other                 Positive
## 207                        Other                 Positive
## 208                        Other                 Negative
## 209                        Other                 Positive
## 210                        Other                 Negative
## 211                        Other                 Positive
## 212                        Other                 Positive
## 213                        Other                 Positive
## 214                        Other                 Positive
## 215                        Other                 Positive
## 216                        Other                 Positive
## 217                        Other                 Positive
## 218                        Other                 Positive
## 219                        Other                 Positive
## 220                        Other                 Positive
## 221                        Other                 Positive
## 222                        Other                 Positive
## 223                        Other                 Positive
## 224                        Other                 Positive
## 225                        Other                 Positive
## 226                        Other                 Positive
## 227                        Other                 Positive
## 228                        Other                 Positive
## 229                        Other                 Positive
## 230                        Other                 Positive
## 231                        Other                 Positive
## 232                        Other                 Positive
## 233                        Other                 Positive
## 234                        Other                 Negative
## 235                        Other                 Positive
## 236                        Other                 Positive
## 237                        Other                 Positive
## 238                        Other                 Positive
## 239                        Other                 Positive
## 240                        Other                 Negative
## 241                        Other                 Positive
## 242                        Other                 Positive
## 243                        Other                 Positive
## 244  Modified Radical Mastectomy                 Positive
## 245  Modified Radical Mastectomy                 Positive
## 246                        Other                 Positive
## 247            Simple Mastectomy                 Positive
## 248            Simple Mastectomy                 Positive
## 249  Modified Radical Mastectomy                 Negative
## 250  Modified Radical Mastectomy                 Positive
## 251            Simple Mastectomy                 Positive
## 252  Modified Radical Mastectomy                 Positive
## 253                   Lumpectomy                 Positive
## 254  Modified Radical Mastectomy                 Positive
## 255  Modified Radical Mastectomy                 Positive
## 256  Modified Radical Mastectomy          [Not Evaluated]
## 257            Simple Mastectomy                 Positive
## 258  Modified Radical Mastectomy                 Negative
## 259                        Other                 Positive
## 260                        Other                 Negative
## 261  Modified Radical Mastectomy                 Positive
## 262  Modified Radical Mastectomy                 Positive
## 263            Simple Mastectomy                 Positive
## 264  Modified Radical Mastectomy                 Positive
## 265                   Lumpectomy                 Positive
## 266                        Other                 Positive
## 267            Simple Mastectomy                 Positive
## 268            Simple Mastectomy                 Positive
## 269                   Lumpectomy                 Positive
## 270  Modified Radical Mastectomy                 Positive
## 271            Simple Mastectomy                 Positive
## 272                   Lumpectomy                 Positive
## 273  Modified Radical Mastectomy                 Positive
## 274            Simple Mastectomy                 Positive
## 275  Modified Radical Mastectomy                 Positive
## 276            Simple Mastectomy                 Positive
## 277                   Lumpectomy                 Positive
## 278  Modified Radical Mastectomy                 Positive
## 279  Modified Radical Mastectomy                 Positive
## 280  Modified Radical Mastectomy                 Positive
## 281  Modified Radical Mastectomy                 Positive
## 282            Simple Mastectomy                 Negative
## 283  Modified Radical Mastectomy                 Positive
## 284  Modified Radical Mastectomy                 Positive
## 285  Modified Radical Mastectomy                 Positive
## 286            Simple Mastectomy                 Negative
## 287            Simple Mastectomy                 Positive
## 288                   Lumpectomy                 Negative
## 289            Simple Mastectomy                 Positive
## 290            Simple Mastectomy                 Positive
## 291  Modified Radical Mastectomy                 Positive
## 292  Modified Radical Mastectomy                 Positive
## 293              [Not Available]                 Positive
## 294  Modified Radical Mastectomy                 Positive
## 295            Simple Mastectomy                 Positive
## 296            Simple Mastectomy                 Positive
## 297            Simple Mastectomy                 Negative
## 298            Simple Mastectomy                 Negative
## 299  Modified Radical Mastectomy                 Positive
## 300  Modified Radical Mastectomy                 Positive
## 301  Modified Radical Mastectomy                 Negative
## 302  Modified Radical Mastectomy                 Positive
## 303  Modified Radical Mastectomy                 Negative
## 304  Modified Radical Mastectomy                 Positive
## 305  Modified Radical Mastectomy                 Negative
## 306  Modified Radical Mastectomy                 Positive
## 307  Modified Radical Mastectomy                 Positive
## 308  Modified Radical Mastectomy                 Positive
## 309  Modified Radical Mastectomy                 Positive
## 310  Modified Radical Mastectomy                 Negative
## 311  Modified Radical Mastectomy                 Positive
## 312  Modified Radical Mastectomy                 Positive
## 313  Modified Radical Mastectomy                 Positive
## 314  Modified Radical Mastectomy                 Negative
## 315  Modified Radical Mastectomy                 Positive
## 316  Modified Radical Mastectomy                 Negative
## 317  Modified Radical Mastectomy                 Positive
## 318  Modified Radical Mastectomy                 Positive
## 319  Modified Radical Mastectomy                 Negative
## 320              [Not Available]                 Positive
## 321              [Not Available]                 Negative
## 322              [Not Available]                 Positive
## 323              [Not Available]                 Positive
## 324              [Not Available]                 Positive
## 325              [Not Available]                 Negative
## 326              [Not Available]                 Positive
## 327              [Not Available]                 Negative
## 328              [Not Available]                 Positive
## 329              [Not Available]                 Positive
## 330  Modified Radical Mastectomy                 Positive
## 331            Simple Mastectomy                 Positive
## 332  Modified Radical Mastectomy                 Positive
## 333  Modified Radical Mastectomy                 Positive
## 334                   Lumpectomy                 Positive
## 335  Modified Radical Mastectomy                 Positive
## 336  Modified Radical Mastectomy                 Positive
## 337            Simple Mastectomy                 Negative
## 338            Simple Mastectomy                 Positive
## 339            Simple Mastectomy                 Negative
## 340  Modified Radical Mastectomy                 Positive
## 341                   Lumpectomy                 Negative
## 342  Modified Radical Mastectomy                 Positive
## 343                   Lumpectomy                 Negative
## 344  Modified Radical Mastectomy                 Positive
## 345                   Lumpectomy                 Positive
## 346                   Lumpectomy                 Positive
## 347  Modified Radical Mastectomy                 Positive
## 348  Modified Radical Mastectomy                 Positive
## 349  Modified Radical Mastectomy                 Positive
## 350  Modified Radical Mastectomy                 Positive
## 351                   Lumpectomy                 Negative
## 352                   Lumpectomy                 Positive
## 353  Modified Radical Mastectomy                 Positive
## 354  Modified Radical Mastectomy                 Positive
## 355  Modified Radical Mastectomy                 Positive
## 356  Modified Radical Mastectomy                 Negative
## 357  Modified Radical Mastectomy                 Positive
## 358  Modified Radical Mastectomy                 Negative
## 359            Simple Mastectomy                 Positive
## 360            Simple Mastectomy                 Positive
## 361                   Lumpectomy                 Negative
## 362  Modified Radical Mastectomy                 Negative
## 363  Modified Radical Mastectomy                 Positive
## 364            Simple Mastectomy                 Positive
## 365                   Lumpectomy                 Positive
## 366  Modified Radical Mastectomy                 Negative
## 367  Modified Radical Mastectomy                 Positive
## 368            Simple Mastectomy                 Negative
## 369            Simple Mastectomy                 Positive
## 370            Simple Mastectomy                 Positive
## 371            Simple Mastectomy                 Positive
## 372            Simple Mastectomy                 Positive
## 373  Modified Radical Mastectomy                 Positive
## 374            Simple Mastectomy                 Negative
## 375                   Lumpectomy                 Positive
## 376                   Lumpectomy                 Positive
## 377  Modified Radical Mastectomy                 Positive
## 378            Simple Mastectomy                 Negative
## 379  Modified Radical Mastectomy                 Positive
## 380  Modified Radical Mastectomy                 Positive
## 381  Modified Radical Mastectomy                 Positive
## 382  Modified Radical Mastectomy                 Positive
## 383                   Lumpectomy                 Negative
## 384            Simple Mastectomy                 Positive
## 385                        Other                 Positive
## 386                        Other                 Positive
## 387            Simple Mastectomy                 Positive
## 388  Modified Radical Mastectomy                 Positive
## 389                   Lumpectomy                 Negative
## 390                        Other                 Positive
## 391            Simple Mastectomy                 Negative
## 392            Simple Mastectomy                 Positive
## 393  Modified Radical Mastectomy                 Positive
## 394                        Other                 Positive
## 395            Simple Mastectomy                 Positive
## 396  Modified Radical Mastectomy                 Positive
## 397            Simple Mastectomy                 Negative
## 398  Modified Radical Mastectomy                 Positive
## 399                        Other                 Positive
## 400            Simple Mastectomy                 Negative
## 401                        Other                 Positive
## 402            Simple Mastectomy                 Negative
## 403                        Other                 Positive
## 404            Simple Mastectomy                 Positive
## 405            Simple Mastectomy                 Positive
## 406            Simple Mastectomy                 Positive
## 407                        Other                 Positive
## 408                        Other                 Positive
## 409                        Other                 Positive
## 410                        Other                 Negative
## 411                   Lumpectomy                 Negative
## 412                        Other                 Positive
## 413                        Other                 Positive
## 414                        Other                 Positive
## 415  Modified Radical Mastectomy                 Positive
## 416                   Lumpectomy                 Positive
## 417                        Other                 Positive
## 418                        Other                 Negative
## 419                        Other                 Positive
## 420                        Other                 Positive
## 421                        Other                 Positive
## 422                        Other                 Positive
## 423            Simple Mastectomy                 Positive
## 424  Modified Radical Mastectomy                 Positive
## 425                        Other                 Positive
## 426            Simple Mastectomy                 Positive
## 427                        Other                 Positive
## 428                        Other                 Positive
## 429            Simple Mastectomy                 Positive
## 430            Simple Mastectomy                 Negative
## 431                        Other                 Positive
## 432                        Other                 Positive
## 433            Simple Mastectomy                 Positive
## 434                        Other                 Positive
## 435                        Other                 Positive
## 436                        Other                 Positive
## 437                        Other                 Positive
## 438                        Other                 Positive
## 439                        Other                 Positive
## 440                        Other                 Negative
## 441                        Other                 Positive
## 442  Modified Radical Mastectomy                 Negative
## 443                        Other                 Positive
## 444                        Other                 Positive
## 445            Simple Mastectomy                 Positive
## 446                        Other                 Positive
## 447            Simple Mastectomy                 Positive
## 448            Simple Mastectomy                 Positive
## 449                        Other                 Positive
## 450  Modified Radical Mastectomy                 Positive
## 451                   Lumpectomy                 Positive
## 452  Modified Radical Mastectomy                 Negative
## 453  Modified Radical Mastectomy                 Negative
## 454              [Not Available]          [Not Evaluated]
## 455                        Other                 Positive
## 456  Modified Radical Mastectomy                 Negative
## 457              [Not Available]          [Not Evaluated]
## 458              [Not Available]            Indeterminate
## 459                        Other                 Positive
## 460  Modified Radical Mastectomy                 Positive
## 461                        Other                 Positive
## 462                        Other                 Negative
## 463  Modified Radical Mastectomy                 Positive
## 464                        Other                 Positive
## 465  Modified Radical Mastectomy                 Positive
## 466                   Lumpectomy                 Negative
## 467                   Lumpectomy                 Positive
## 468                        Other                 Positive
## 469  Modified Radical Mastectomy                 Positive
## 470  Modified Radical Mastectomy                 Positive
## 471  Modified Radical Mastectomy                 Negative
## 472  Modified Radical Mastectomy                 Negative
## 473                   Lumpectomy                 Negative
## 474  Modified Radical Mastectomy                 Positive
## 475  Modified Radical Mastectomy                 Positive
## 476  Modified Radical Mastectomy                 Positive
## 477              [Not Available]                 Positive
## 478  Modified Radical Mastectomy                 Negative
## 479  Modified Radical Mastectomy                 Positive
## 480                   Lumpectomy                 Positive
## 481                        Other                 Positive
## 482  Modified Radical Mastectomy                 Negative
## 483  Modified Radical Mastectomy                 Negative
## 484                        Other                 Negative
## 485  Modified Radical Mastectomy                 Positive
## 486                   Lumpectomy                 Positive
## 487  Modified Radical Mastectomy                 Positive
## 488  Modified Radical Mastectomy                 Positive
## 489  Modified Radical Mastectomy                 Positive
## 490  Modified Radical Mastectomy                 Negative
## 491                   Lumpectomy                 Positive
## 492                        Other                 Positive
## 493  Modified Radical Mastectomy                 Positive
## 494                        Other                 Negative
## 495  Modified Radical Mastectomy                 Positive
## 496  Modified Radical Mastectomy                 Positive
## 497              [Not Available]                 Positive
## 498                   Lumpectomy                 Positive
## 499                        Other                 Negative
## 500                        Other                 Positive
## 501  Modified Radical Mastectomy                 Negative
## 502  Modified Radical Mastectomy                 Positive
## 503                   Lumpectomy                 Negative
## 504                   Lumpectomy                 Negative
## 505                   Lumpectomy                 Positive
## 506                   Lumpectomy                 Negative
## 507            Simple Mastectomy                 Positive
## 508            Simple Mastectomy                 Negative
## 509                   Lumpectomy                 Positive
## 510            Simple Mastectomy                 Positive
## 511                        Other                 Positive
## 512                        Other                 Negative
## 513                   Lumpectomy                 Positive
## 514            Simple Mastectomy                 Positive
## 515                        Other                 Positive
## 516                        Other                 Positive
## 517  Modified Radical Mastectomy                 Positive
## 518                        Other                 Negative
## 519  Modified Radical Mastectomy                 Positive
## 520  Modified Radical Mastectomy                 Positive
## 521                        Other                 Positive
## 522                   Lumpectomy                 Positive
## 523                        Other                 Negative
## 524  Modified Radical Mastectomy                 Positive
## 525                        Other                 Positive
## 526                        Other                 Positive
## 527                        Other                 Positive
## 528                        Other                 Negative
## 529                        Other                 Positive
## 530                        Other                 Negative
## 531                   Lumpectomy                 Positive
## 532                        Other                 Positive
## 533                        Other                 Positive
## 534                        Other                 Positive
## 535                        Other                 Positive
## 536            Simple Mastectomy                 Positive
## 537                        Other                 Positive
## 538  Modified Radical Mastectomy                 Positive
## 539                        Other                 Negative
## 540  Modified Radical Mastectomy                 Positive
## 541                        Other                 Positive
## 542  Modified Radical Mastectomy                 Positive
## 543                        Other                 Positive
## 544            Simple Mastectomy                 Positive
## 545  Modified Radical Mastectomy                 Positive
## 546                        Other                 Positive
## 547                        Other                 Positive
## 548                        Other                 Positive
## 549  Modified Radical Mastectomy                 Positive
## 550            Simple Mastectomy                 Positive
## 551                        Other                 Positive
## 552            Simple Mastectomy                 Positive
## 553            Simple Mastectomy                 Positive
## 554                        Other                 Positive
## 555                        Other                 Positive
## 556                        Other                 Positive
## 557  Modified Radical Mastectomy                 Positive
## 558                        Other                 Positive
## 559            Simple Mastectomy                 Positive
## 560  Modified Radical Mastectomy                 Negative
## 561            Simple Mastectomy                 Positive
## 562  Modified Radical Mastectomy                 Positive
## 563                        Other                 Negative
## 564                        Other                 Positive
## 565  Modified Radical Mastectomy                 Positive
## 566                        Other                 Positive
## 567                        Other                 Positive
## 568            Simple Mastectomy                 Negative
## 569                        Other                 Positive
## 570                        Other                 Positive
## 571                        Other                 Positive
## 572                        Other                 Positive
## 573                        Other                 Positive
## 574                        Other                 Positive
## 575                        Other                 Positive
## 576  Modified Radical Mastectomy                 Positive
## 577                        Other                 Positive
## 578                        Other                 Positive
## 579                        Other                 Positive
## 580                        Other                 Positive
## 581                        Other                 Positive
## 582  Modified Radical Mastectomy                 Positive
## 583  Modified Radical Mastectomy                 Positive
## 584                        Other                 Positive
## 585                        Other                 Positive
## 586  Modified Radical Mastectomy                 Positive
## 587                        Other                 Positive
## 588                        Other                 Positive
## 589                        Other                 Positive
## 590            Simple Mastectomy                 Positive
## 591                        Other                 Positive
## 592                        Other                 Negative
## 593                        Other                 Positive
## 594                        Other                 Positive
## 595                        Other                 Positive
## 596                        Other                 Positive
## 597                        Other                 Negative
## 598                        Other                 Positive
## 599                        Other                 Negative
## 600                        Other                 Positive
## 601                        Other                 Positive
## 602  Modified Radical Mastectomy                 Positive
## 603                        Other                 Positive
## 604                        Other                 Positive
## 605  Modified Radical Mastectomy                 Positive
## 606  Modified Radical Mastectomy                 Positive
## 607            Simple Mastectomy                 Positive
## 608  Modified Radical Mastectomy                 Negative
## 609  Modified Radical Mastectomy            Indeterminate
## 610                        Other                 Positive
## 611                        Other                 Negative
## 612                        Other                 Positive
## 613                        Other                 Negative
## 614                        Other                 Negative
## 615                        Other                 Positive
## 616                        Other                 Positive
## 617                        Other                 Positive
## 618              [Not Available]                 Positive
## 619  Modified Radical Mastectomy                 Positive
## 620                        Other                 Negative
## 621                        Other                 Positive
## 622  Modified Radical Mastectomy                 Positive
## 623  Modified Radical Mastectomy                 Negative
## 624  Modified Radical Mastectomy                 Positive
## 625  Modified Radical Mastectomy                 Negative
## 626  Modified Radical Mastectomy                 Positive
## 627              [Not Available]                 Positive
## 628                        Other                 Negative
## 629              [Not Available]                 Positive
## 630  Modified Radical Mastectomy                 Positive
## 631                        Other                 Positive
## 632  Modified Radical Mastectomy                 Positive
## 633  Modified Radical Mastectomy                 Negative
## 634                        Other                 Positive
## 635  Modified Radical Mastectomy                 Positive
## 636                        Other                 Positive
## 637                        Other                 Positive
## 638  Modified Radical Mastectomy                 Negative
## 639                        Other                 Positive
## 640                        Other                 Positive
## 641                   Lumpectomy          [Not Evaluated]
## 642  Modified Radical Mastectomy          [Not Evaluated]
## 643                   Lumpectomy          [Not Evaluated]
## 644                   Lumpectomy                 Positive
## 645                        Other                 Positive
## 646  Modified Radical Mastectomy                 Positive
## 647                        Other                 Positive
## 648            Simple Mastectomy                 Positive
## 649            Simple Mastectomy                 Negative
## 650  Modified Radical Mastectomy                 Positive
## 651                   Lumpectomy                 Positive
## 652            Simple Mastectomy                 Positive
## 653                   Lumpectomy                 Positive
## 654  Modified Radical Mastectomy                 Negative
## 655            Simple Mastectomy                 Positive
## 656            Simple Mastectomy                 Positive
## 657            Simple Mastectomy                 Positive
## 658  Modified Radical Mastectomy                 Positive
## 659                        Other          [Not Evaluated]
## 660                        Other                 Negative
## 661                        Other                 Positive
## 662                        Other                 Positive
## 663                        Other                 Positive
## 664                        Other                 Negative
## 665                        Other                 Negative
## 666                        Other                 Positive
## 667                        Other                 Positive
## 668                        Other                 Negative
## 669                        Other                 Positive
## 670                        Other                 Positive
## 671                        Other          [Not Evaluated]
## 672                        Other                 Negative
## 673                        Other                 Positive
## 674                        Other                 Negative
## 675                        Other                 Positive
## 676  Modified Radical Mastectomy                 Positive
## 677                        Other                 Negative
## 678  Modified Radical Mastectomy                 Negative
## 679  Modified Radical Mastectomy                 Negative
## 680  Modified Radical Mastectomy                 Positive
## 681                        Other                 Positive
## 682                        Other                 Negative
## 683                        Other                 Positive
## 684                        Other                 Positive
## 685                        Other                 Negative
## 686                        Other                 Negative
## 687                        Other                 Positive
## 688  Modified Radical Mastectomy                 Positive
## 689  Modified Radical Mastectomy                 Positive
## 690                [Discrepancy]                 Positive
## 691  Modified Radical Mastectomy                 Positive
## 692  Modified Radical Mastectomy                 Positive
## 693  Modified Radical Mastectomy                 Negative
## 694  Modified Radical Mastectomy                 Negative
## 695                        Other                 Positive
## 696                        Other                 Positive
## 697                        Other                 Positive
## 698                        Other          [Not Evaluated]
## 699                        Other                 Negative
## 700  Modified Radical Mastectomy                 Positive
## 701  Modified Radical Mastectomy                 Negative
## 702  Modified Radical Mastectomy                 Negative
## 703  Modified Radical Mastectomy                 Positive
## 704  Modified Radical Mastectomy                 Negative
## 705  Modified Radical Mastectomy                 Positive
## 706  Modified Radical Mastectomy          [Not Evaluated]
## 707  Modified Radical Mastectomy                 Positive
## 708  Modified Radical Mastectomy                 Negative
## 709  Modified Radical Mastectomy                 Positive
## 710  Modified Radical Mastectomy                 Positive
## 711  Modified Radical Mastectomy                 Negative
## 712  Modified Radical Mastectomy                 Negative
## 713            Simple Mastectomy                 Positive
## 714                   Lumpectomy                 Negative
## 715  Modified Radical Mastectomy                 Positive
## 716  Modified Radical Mastectomy                 Positive
## 717  Modified Radical Mastectomy                 Negative
## 718  Modified Radical Mastectomy                 Positive
## 719  Modified Radical Mastectomy                 Positive
## 720  Modified Radical Mastectomy                 Positive
## 721  Modified Radical Mastectomy                 Positive
## 722  Modified Radical Mastectomy                 Negative
## 723                   Lumpectomy                 Negative
## 724  Modified Radical Mastectomy                 Positive
## 725  Modified Radical Mastectomy                 Positive
## 726                        Other                 Positive
## 727  Modified Radical Mastectomy                 Negative
## 728  Modified Radical Mastectomy                 Negative
## 729  Modified Radical Mastectomy                 Positive
## 730  Modified Radical Mastectomy                 Positive
## 731                   Lumpectomy                 Positive
## 732                   Lumpectomy                 Positive
## 733  Modified Radical Mastectomy                 Positive
## 734            Simple Mastectomy                 Positive
## 735  Modified Radical Mastectomy                 Positive
## 736  Modified Radical Mastectomy                 Positive
## 737            Simple Mastectomy                 Positive
## 738  Modified Radical Mastectomy                 Positive
## 739  Modified Radical Mastectomy                 Positive
## 740                   Lumpectomy                 Positive
## 741  Modified Radical Mastectomy                 Positive
## 742  Modified Radical Mastectomy                 Positive
## 743  Modified Radical Mastectomy                 Positive
## 744  Modified Radical Mastectomy                 Positive
## 745  Modified Radical Mastectomy                 Positive
## 746  Modified Radical Mastectomy                 Positive
## 747  Modified Radical Mastectomy                 Negative
## 748                   Lumpectomy                 Positive
## 749                   Lumpectomy                 Positive
## 750  Modified Radical Mastectomy                 Positive
## 751  Modified Radical Mastectomy                 Negative
## 752  Modified Radical Mastectomy                 Positive
## 753  Modified Radical Mastectomy                 Positive
## 754  Modified Radical Mastectomy                 Negative
## 755  Modified Radical Mastectomy                 Positive
## 756  Modified Radical Mastectomy                 Positive
## 757  Modified Radical Mastectomy                 Negative
## 758            Simple Mastectomy                 Positive
## 759  Modified Radical Mastectomy                 Positive
## 760  Modified Radical Mastectomy                 Positive
## 761  Modified Radical Mastectomy                 Positive
## 762  Modified Radical Mastectomy                 Positive
## 763  Modified Radical Mastectomy                 Positive
## 764                [Discrepancy]                 Positive
## 765  Modified Radical Mastectomy                 Negative
## 766  Modified Radical Mastectomy                 Positive
## 767  Modified Radical Mastectomy                 Negative
## 768  Modified Radical Mastectomy                 Positive
## 769  Modified Radical Mastectomy                 Positive
## 770  Modified Radical Mastectomy                 Positive
## 771  Modified Radical Mastectomy                 Negative
## 772  Modified Radical Mastectomy                 Positive
## 773  Modified Radical Mastectomy                 Positive
## 774  Modified Radical Mastectomy                 Positive
## 775            Simple Mastectomy                 Positive
## 776            Simple Mastectomy                 Positive
## 777  Modified Radical Mastectomy                 Positive
## 778            Simple Mastectomy                 Positive
## 779  Modified Radical Mastectomy                 Positive
## 780            Simple Mastectomy                 Positive
## 781            Simple Mastectomy                 Positive
## 782            Simple Mastectomy                 Positive
## 783            Simple Mastectomy                 Positive
## 784                   Lumpectomy                 Positive
## 785            Simple Mastectomy                 Positive
## 786            Simple Mastectomy                 Positive
## 787                   Lumpectomy                 Positive
## 788            Simple Mastectomy                 Positive
## 789            Simple Mastectomy                 Positive
## 790                   Lumpectomy                 Positive
## 791                   Lumpectomy                 Positive
## 792            Simple Mastectomy                 Positive
## 793                   Lumpectomy                 Positive
## 794            Simple Mastectomy                 Negative
## 795  Modified Radical Mastectomy                 Positive
## 796                   Lumpectomy                 Negative
## 797                   Lumpectomy                 Positive
## 798                   Lumpectomy                 Negative
## 799                   Lumpectomy                 Positive
## 800            Simple Mastectomy                 Positive
## 801                   Lumpectomy                 Positive
## 802                   Lumpectomy                 Positive
## 803            Simple Mastectomy                 Positive
## 804                   Lumpectomy                 Negative
## 805            Simple Mastectomy                 Positive
## 806                   Lumpectomy                 Positive
## 807                   Lumpectomy                 Negative
## 808                   Lumpectomy                 Positive
## 809  Modified Radical Mastectomy                 Positive
## 810                   Lumpectomy                 Positive
## 811  Modified Radical Mastectomy                 Positive
## 812                   Lumpectomy                 Positive
## 813            Simple Mastectomy                 Negative
## 814                   Lumpectomy                 Negative
## 815            Simple Mastectomy                 Positive
## 816                   Lumpectomy                 Positive
## 817                   Lumpectomy                 Positive
## 818                   Lumpectomy                 Positive
## 819                   Lumpectomy                 Positive
## 820                   Lumpectomy                 Positive
## 821                   Lumpectomy                 Positive
## 822            Simple Mastectomy                 Positive
## 823            Simple Mastectomy                 Positive
## 824                   Lumpectomy                 Positive
## 825            Simple Mastectomy                 Positive
## 826                   Lumpectomy                 Positive
## 827                   Lumpectomy                 Positive
## 828                   Lumpectomy                 Positive
## 829                   Lumpectomy                 Positive
## 830            Simple Mastectomy                 Positive
## 831            Simple Mastectomy                 Positive
## 832                   Lumpectomy                 Negative
## 833  Modified Radical Mastectomy                 Negative
## 834                   Lumpectomy                 Positive
## 835                   Lumpectomy                 Positive
## 836                   Lumpectomy                 Positive
## 837            Simple Mastectomy                 Negative
## 838            Simple Mastectomy                 Positive
## 839                   Lumpectomy                 Positive
## 840                   Lumpectomy                 Positive
## 841                   Lumpectomy                 Positive
## 842            Simple Mastectomy                 Positive
## 843                   Lumpectomy                 Positive
## 844                   Lumpectomy                 Negative
## 845                   Lumpectomy                 Positive
## 846                   Lumpectomy                 Positive
## 847                   Lumpectomy                 Positive
## 848                   Lumpectomy                 Positive
## 849                   Lumpectomy                 Positive
## 850            Simple Mastectomy                 Positive
## 851            Simple Mastectomy                 Positive
## 852  Modified Radical Mastectomy                 Negative
## 853            Simple Mastectomy                 Positive
## 854                   Lumpectomy                 Positive
## 855            Simple Mastectomy                 Positive
## 856                   Lumpectomy                 Negative
## 857            Simple Mastectomy                 Negative
## 858  Modified Radical Mastectomy                 Negative
## 859                   Lumpectomy                 Negative
## 860                   Lumpectomy                 Negative
## 861  Modified Radical Mastectomy                 Negative
## 862            Simple Mastectomy                 Negative
## 863            Simple Mastectomy                 Negative
## 864  Modified Radical Mastectomy                 Positive
## 865                   Lumpectomy                 Positive
## 866  Modified Radical Mastectomy                 Positive
## 867                   Lumpectomy                 Positive
## 868            Simple Mastectomy                 Positive
## 869  Modified Radical Mastectomy                 Positive
## 870                        Other                 Negative
## 871                   Lumpectomy                 Negative
## 872                   Lumpectomy                 Positive
## 873                   Lumpectomy                 Positive
## 874  Modified Radical Mastectomy          [Not Evaluated]
## 875              [Not Available]                 Positive
## 876              [Not Available]                 Positive
## 877              [Not Available]                 Positive
## 878              [Not Available]                 Negative
## 879              [Not Available]                 Negative
## 880              [Not Available]                 Positive
## 881              [Not Available]                 Negative
## 882              [Not Available]                 Negative
## 883              [Not Available]                 Positive
## 884              [Not Available]                 Positive
## 885              [Not Available]                 Positive
## 886  Modified Radical Mastectomy                 Positive
## 887              [Not Available]                 Positive
## 888              [Not Available]          [Not Evaluated]
## 889              [Not Available]          [Not Evaluated]
## 890                   Lumpectomy                 Positive
## 891  Modified Radical Mastectomy          [Not Evaluated]
## 892              [Not Available]          [Not Evaluated]
## 893                   Lumpectomy          [Not Evaluated]
## 894                   Lumpectomy          [Not Evaluated]
## 895                   Lumpectomy          [Not Evaluated]
## 896              [Not Available]          [Not Evaluated]
## 897  Modified Radical Mastectomy          [Not Evaluated]
## 898  Modified Radical Mastectomy          [Not Evaluated]
## 899  Modified Radical Mastectomy          [Not Evaluated]
## 900  Modified Radical Mastectomy          [Not Evaluated]
## 901  Modified Radical Mastectomy          [Not Evaluated]
## 902                   Lumpectomy          [Not Evaluated]
## 903                   Lumpectomy          [Not Evaluated]
## 904  Modified Radical Mastectomy          [Not Evaluated]
## 905  Modified Radical Mastectomy          [Not Evaluated]
## 906                   Lumpectomy                 Positive
## 907              [Not Available]          [Not Evaluated]
## 908              [Not Available]          [Not Evaluated]
## 909              [Not Available]                 Positive
## 910              [Not Available]                 Positive
## 911  Modified Radical Mastectomy                 Positive
## 912              [Not Available]                 Positive
## 913              [Not Available]                 Negative
## 914  Modified Radical Mastectomy                 Positive
## 915                   Lumpectomy          [Not Evaluated]
## 916                   Lumpectomy          [Not Evaluated]
## 917                   Lumpectomy          [Not Evaluated]
## 918              [Not Available]          [Not Evaluated]
## 919                   Lumpectomy          [Not Evaluated]
## 920                   Lumpectomy          [Not Evaluated]
## 921              [Not Available]          [Not Evaluated]
## 922  Modified Radical Mastectomy                 Positive
## 923                   Lumpectomy          [Not Evaluated]
## 924                   Lumpectomy          [Not Evaluated]
## 925  Modified Radical Mastectomy          [Not Evaluated]
## 926              [Not Available]                 Positive
## 927              [Not Available]          [Not Evaluated]
## 928  Modified Radical Mastectomy                 Positive
## 929                   Lumpectomy                 Positive
## 930  Modified Radical Mastectomy                 Positive
## 931  Modified Radical Mastectomy                 Positive
## 932  Modified Radical Mastectomy                 Negative
## 933                        Other          [Not Evaluated]
## 934              [Not Available]          [Not Evaluated]
## 935            Simple Mastectomy                 Positive
## 936                        Other                 Positive
## 937                        Other                 Positive
## 938                   Lumpectomy                 Positive
## 939  Modified Radical Mastectomy                 Positive
## 940                   Lumpectomy                 Positive
## 941                        Other                 Positive
## 942                        Other                 Positive
## 943                        Other                 Positive
## 944                   Lumpectomy                 Positive
## 945                   Lumpectomy                 Negative
## 946                   Lumpectomy                 Negative
## 947                   Lumpectomy                 Positive
## 948                   Lumpectomy                 Positive
## 949                        Other                 Positive
## 950  Modified Radical Mastectomy                 Positive
## 951                   Lumpectomy                 Negative
## 952            Simple Mastectomy                 Positive
## 953            Simple Mastectomy                 Negative
## 954  Modified Radical Mastectomy                 Positive
## 955                   Lumpectomy                 Positive
## 956                   Lumpectomy                 Negative
## 957                   Lumpectomy                 Negative
## 958                   Lumpectomy                 Positive
## 959            Simple Mastectomy                 Negative
## 960  Modified Radical Mastectomy                 Positive
## 961  Modified Radical Mastectomy                 Positive
## 962                   Lumpectomy                 Positive
## 963                        Other                 Positive
## 964  Modified Radical Mastectomy                 Positive
## 965                   Lumpectomy                 Negative
## 966                   Lumpectomy                 Negative
## 967                   Lumpectomy                 Positive
## 968  Modified Radical Mastectomy                 Positive
## 969                   Lumpectomy                 Positive
## 970            Simple Mastectomy                 Positive
## 971                        Other                 Negative
## 972                   Lumpectomy                 Positive
## 973            Simple Mastectomy                 Positive
## 974                   Lumpectomy                 Positive
## 975            Simple Mastectomy                 Positive
## 976  Modified Radical Mastectomy                 Negative
## 977                   Lumpectomy                 Positive
## 978                   Lumpectomy                 Negative
## 979  Modified Radical Mastectomy                 Positive
## 980                   Lumpectomy                 Negative
## 981                   Lumpectomy                 Positive
## 982  Modified Radical Mastectomy                 Positive
## 983                   Lumpectomy                 Negative
## 984                   Lumpectomy                 Positive
## 985            Simple Mastectomy                 Negative
## 986                   Lumpectomy                 Negative
## 987            Simple Mastectomy                 Negative
## 988            Simple Mastectomy                 Negative
## 989                   Lumpectomy                 Positive
## 990                   Lumpectomy                 Positive
## 991                   Lumpectomy                 Positive
## 992  Modified Radical Mastectomy                 Positive
## 993                   Lumpectomy                 Positive
## 994            Simple Mastectomy                 Negative
## 995                   Lumpectomy                 Positive
## 996  Modified Radical Mastectomy                 Positive
## 997                   Lumpectomy                 Negative
## 998                   Lumpectomy                 Positive
## 999  Modified Radical Mastectomy                 Positive
## 1000 Modified Radical Mastectomy                 Positive
## 1001           Simple Mastectomy                 Positive
## 1002           Simple Mastectomy                 Negative
## 1003           Simple Mastectomy                 Positive
## 1004 Modified Radical Mastectomy                 Positive
## 1005 Modified Radical Mastectomy                 Positive
## 1006 Modified Radical Mastectomy                 Positive
## 1007                  Lumpectomy                 Positive
## 1008                  Lumpectomy                 Positive
## 1009 Modified Radical Mastectomy                 Positive
## 1010           Simple Mastectomy                 Negative
## 1011           Simple Mastectomy                 Positive
## 1012                  Lumpectomy                 Negative
## 1013           Simple Mastectomy                 Positive
## 1014 Modified Radical Mastectomy                 Positive
## 1015           Simple Mastectomy                 Positive
## 1016                       Other                 Positive
## 1017                  Lumpectomy                 Positive
## 1018                  Lumpectomy                 Negative
## 1019 Modified Radical Mastectomy                 Positive
## 1020           Simple Mastectomy                 Positive
## 1021 Modified Radical Mastectomy                 Positive
## 1022                  Lumpectomy                 Negative
## 1023           Simple Mastectomy                 Negative
## 1024                  Lumpectomy                 Positive
## 1025                  Lumpectomy                 Negative
## 1026                       Other                 Positive
## 1027           Simple Mastectomy                 Positive
## 1028                  Lumpectomy                 Positive
## 1029 Modified Radical Mastectomy                 Positive
## 1030 Modified Radical Mastectomy                 Positive
## 1031 Modified Radical Mastectomy                 Positive
## 1032 Modified Radical Mastectomy                 Positive
## 1033           Simple Mastectomy                 Negative
## 1034                  Lumpectomy                 Negative
## 1035           Simple Mastectomy                 Positive
## 1036                       Other                 Positive
## 1037 Modified Radical Mastectomy                 Positive
## 1038 Modified Radical Mastectomy                 Positive
## 1039                  Lumpectomy                 Negative
## 1040           Simple Mastectomy                 Positive
## 1041                  Lumpectomy                 Positive
## 1042           Simple Mastectomy                 Positive
## 1043 Modified Radical Mastectomy                 Positive
## 1044                  Lumpectomy                 Positive
## 1045                  Lumpectomy                 Negative
## 1046                  Lumpectomy                 Positive
## 1047           Simple Mastectomy                 Positive
## 1048                  Lumpectomy                 Positive
## 1049 Modified Radical Mastectomy                 Positive
## 1050 Modified Radical Mastectomy                 Positive
## 1051           Simple Mastectomy                 Negative
## 1052                  Lumpectomy                 Negative
## 1053                  Lumpectomy                 Positive
## 1054           Simple Mastectomy                 Positive
## 1055           Simple Mastectomy                 Negative
## 1056             [Not Available]                 Positive
## 1057                       Other                 Positive
## 1058                       Other                 Positive
## 1059             [Not Available]          [Not Evaluated]
## 1060             [Not Available]          [Not Evaluated]
## 1061             [Not Available]          [Not Evaluated]
## 1062             [Not Available]          [Not Evaluated]
## 1063           Simple Mastectomy                 Positive
## 1064                  Lumpectomy                 Positive
## 1065           Simple Mastectomy                 Positive
## 1066 Modified Radical Mastectomy                 Positive
## 1067           Simple Mastectomy                 Negative
## 1068                  Lumpectomy                 Positive
## 1069           Simple Mastectomy                 Positive
## 1070                       Other                 Positive
## 1071           Simple Mastectomy                 Negative
## 1072           Simple Mastectomy                 Positive
## 1073             [Not Available]                 Positive
## 1074 Modified Radical Mastectomy                 Negative
## 1075 Modified Radical Mastectomy                 Positive
## 1076                  Lumpectomy                 Positive
## 1077 Modified Radical Mastectomy                 Positive
## 1078                  Lumpectomy                 Positive
## 1079 Modified Radical Mastectomy                 Positive
## 1080           Simple Mastectomy                 Positive
## 1081                       Other                 Positive
## 1082                  Lumpectomy                 Positive
##      progesterone_receptor_status her2_receptor_status
## 1                        Positive             Negative
## 2                        Positive             Positive
## 3                        Positive        Indeterminate
## 4                        Positive             Positive
## 5                        Positive            Equivocal
## 6                        Positive             Negative
## 7                        Negative            Equivocal
## 8                        Negative             Negative
## 9                        Positive             Negative
## 10                       Positive             Negative
## 11                       Positive             Negative
## 12                       Positive             Negative
## 13                       Positive            Equivocal
## 14                       Positive             Negative
## 15                       Positive            Equivocal
## 16                       Negative             Negative
## 17                       Negative             Positive
## 18                       Positive             Positive
## 19                       Negative            Equivocal
## 20                       Negative             Negative
## 21                       Positive             Negative
## 22                       Positive      [Not Evaluated]
## 23                       Negative      [Not Evaluated]
## 24                       Negative            Equivocal
## 25                       Positive            Equivocal
## 26                       Negative            Equivocal
## 27                       Negative             Negative
## 28                       Positive            Equivocal
## 29                       Negative             Positive
## 30                       Positive             Positive
## 31                       Positive             Negative
## 32                       Positive             Negative
## 33                       Positive             Negative
## 34                       Negative             Negative
## 35                       Positive             Negative
## 36                       Positive      [Not Evaluated]
## 37                       Positive            Equivocal
## 38                       Positive             Negative
## 39                       Positive            Equivocal
## 40                       Negative            Equivocal
## 41                       Positive            Equivocal
## 42                       Positive             Negative
## 43                       Positive            Equivocal
## 44                       Negative             Positive
## 45                       Positive             Negative
## 46                       Positive             Negative
## 47                       Negative             Negative
## 48                       Negative             Positive
## 49                       Negative             Negative
## 50                       Positive             Negative
## 51                       Positive             Negative
## 52                       Positive      [Not Evaluated]
## 53                       Positive            Equivocal
## 54                       Positive             Negative
## 55                       Negative             Negative
## 56                       Negative             Positive
## 57                       Positive            Equivocal
## 58                       Positive             Negative
## 59                       Positive            Equivocal
## 60                       Positive             Negative
## 61                       Positive             Negative
## 62                       Positive             Negative
## 63                       Positive             Negative
## 64                       Negative             Positive
## 65                       Negative      [Not Evaluated]
## 66                       Positive             Negative
## 67                       Positive            Equivocal
## 68                       Negative      [Not Evaluated]
## 69                       Negative             Negative
## 70                       Positive      [Not Evaluated]
## 71                       Negative             Negative
## 72                       Negative             Positive
## 73                       Negative             Negative
## 74                       Positive            Equivocal
## 75                       Positive            Equivocal
## 76                       Positive             Negative
## 77                       Positive             Negative
## 78                       Positive             Negative
## 79                       Positive      [Not Evaluated]
## 80                       Positive      [Not Evaluated]
## 81                       Negative             Negative
## 82                       Negative             Negative
## 83                       Positive             Positive
## 84                       Positive             Negative
## 85                       Positive             Negative
## 86                       Negative             Negative
## 87                       Negative             Negative
## 88                       Positive             Negative
## 89                       Negative      [Not Evaluated]
## 90                       Negative      [Not Evaluated]
## 91                       Positive             Negative
## 92                       Negative             Negative
## 93                       Positive      [Not Evaluated]
## 94                       Positive             Negative
## 95                       Positive            Equivocal
## 96                       Negative            Equivocal
## 97                       Positive             Negative
## 98                       Negative             Negative
## 99                       Positive             Negative
## 100                      Positive            Equivocal
## 101                      Positive            Equivocal
## 102                      Positive             Negative
## 103                      Negative             Negative
## 104                      Positive            Equivocal
## 105                      Positive             Negative
## 106                      Positive            Equivocal
## 107                      Positive             Negative
## 108                      Negative      [Not Evaluated]
## 109                      Negative             Negative
## 110                      Negative      [Not Evaluated]
## 111                      Negative            Equivocal
## 112                      Negative             Negative
## 113                      Negative             Negative
## 114                      Negative             Negative
## 115                      Negative             Positive
## 116                      Negative             Negative
## 117                      Positive             Negative
## 118                      Positive             Negative
## 119                      Positive             Negative
## 120                      Positive             Negative
## 121                      Negative             Negative
## 122                      Positive             Negative
## 123                      Positive             Negative
## 124                      Positive            Equivocal
## 125                      Negative            Equivocal
## 126                      Negative             Negative
## 127               [Not Evaluated]      [Not Evaluated]
## 128                      Positive             Negative
## 129                      Negative             Negative
## 130                      Negative             Negative
## 131                      Positive             Negative
## 132                      Positive            Equivocal
## 133                      Negative            Equivocal
## 134                      Positive            Equivocal
## 135                      Positive             Negative
## 136                      Positive            Equivocal
## 137                      Positive             Negative
## 138                      Negative            Equivocal
## 139                      Negative             Negative
## 140                      Negative            Equivocal
## 141                      Negative            Equivocal
## 142                      Positive             Negative
## 143                      Positive             Positive
## 144                      Positive             Negative
## 145                      Negative            Equivocal
## 146                      Positive             Negative
## 147                      Positive             Negative
## 148                      Positive             Negative
## 149                      Positive        Indeterminate
## 150                      Positive             Negative
## 151                      Negative             Negative
## 152                      Positive             Negative
## 153                      Negative            Equivocal
## 154                      Negative            Equivocal
## 155                      Negative             Negative
## 156                      Negative             Positive
## 157                      Positive             Negative
## 158                      Negative            Equivocal
## 159                      Positive             Negative
## 160                      Positive             Negative
## 161                      Negative             Negative
## 162                      Negative             Negative
## 163                      Positive             Negative
## 164                      Negative             Negative
## 165                      Negative             Negative
## 166                      Positive             Negative
## 167                      Positive             Negative
## 168                      Positive             Negative
## 169                      Negative             Positive
## 170                      Positive             Positive
## 171                      Positive             Positive
## 172                      Negative             Positive
## 173                      Positive             Negative
## 174                      Positive             Negative
## 175                      Positive             Positive
## 176                      Positive             Positive
## 177                      Positive             Negative
## 178                      Positive             Positive
## 179                      Negative             Negative
## 180                      Positive             Negative
## 181                      Positive             Negative
## 182                      Positive             Negative
## 183                      Negative             Positive
## 184                      Positive             Negative
## 185                      Positive             Negative
## 186                      Negative             Negative
## 187                      Positive             Positive
## 188                      Negative             Positive
## 189                      Negative             Negative
## 190                      Positive             Negative
## 191                      Positive             Negative
## 192                      Positive             Negative
## 193                      Positive             Negative
## 194                      Positive             Negative
## 195                      Positive             Negative
## 196                      Positive             Negative
## 197                      Positive             Negative
## 198                      Positive             Negative
## 199                      Negative             Positive
## 200                      Positive             Positive
## 201                      Positive             Positive
## 202                      Positive             Positive
## 203                      Positive             Negative
## 204                      Negative             Negative
## 205                      Negative             Negative
## 206                      Positive             Negative
## 207                      Positive             Positive
## 208                      Negative             Negative
## 209                      Positive             Positive
## 210                      Negative             Positive
## 211                      Positive             Negative
## 212                      Positive             Positive
## 213                      Negative             Negative
## 214                      Positive             Negative
## 215                      Positive             Negative
## 216                      Negative             Negative
## 217                      Positive             Negative
## 218                      Positive             Negative
## 219                      Positive             Positive
## 220                      Positive             Positive
## 221                      Positive             Negative
## 222                      Positive             Negative
## 223                      Positive             Negative
## 224                      Positive             Negative
## 225                      Negative             Positive
## 226                      Positive             Positive
## 227                      Positive             Negative
## 228                      Positive             Positive
## 229                      Positive             Negative
## 230                      Positive             Negative
## 231                      Positive             Negative
## 232                      Positive             Negative
## 233                      Positive             Negative
## 234                      Negative             Negative
## 235                      Negative             Negative
## 236                      Positive             Negative
## 237                      Positive             Negative
## 238                      Positive             Negative
## 239                      Positive             Negative
## 240                      Negative             Positive
## 241                      Positive             Negative
## 242                      Positive             Positive
## 243                      Positive             Negative
## 244                      Positive             Positive
## 245                      Positive      [Not Evaluated]
## 246                      Positive             Positive
## 247                      Negative             Positive
## 248                      Positive             Negative
## 249                      Negative             Negative
## 250                      Positive      [Not Evaluated]
## 251                      Positive             Positive
## 252                      Positive      [Not Evaluated]
## 253                      Positive      [Not Evaluated]
## 254                      Negative      [Not Evaluated]
## 255                      Positive      [Not Evaluated]
## 256               [Not Evaluated]      [Not Evaluated]
## 257                      Negative             Negative
## 258                      Negative             Negative
## 259                      Negative             Negative
## 260                      Negative             Negative
## 261                      Positive             Negative
## 262                      Negative             Negative
## 263                      Positive             Negative
## 264                      Positive             Negative
## 265                      Positive            Equivocal
## 266                      Positive             Positive
## 267                      Positive            Equivocal
## 268                      Positive             Positive
## 269                      Positive      [Not Evaluated]
## 270                      Positive             Negative
## 271                      Negative             Negative
## 272                      Positive             Positive
## 273                      Positive      [Not Available]
## 274                      Positive             Positive
## 275                      Negative             Negative
## 276                      Positive             Negative
## 277                      Positive             Negative
## 278                      Positive      [Not Evaluated]
## 279                      Negative      [Not Evaluated]
## 280                      Positive             Negative
## 281                      Positive            Equivocal
## 282                      Negative             Negative
## 283                      Positive      [Not Evaluated]
## 284                      Positive             Negative
## 285                      Negative      [Not Evaluated]
## 286                      Negative             Negative
## 287                      Positive        Indeterminate
## 288                      Negative        Indeterminate
## 289                      Positive             Negative
## 290                      Positive             Positive
## 291                      Positive             Positive
## 292                      Positive             Negative
## 293                      Negative             Positive
## 294                      Positive             Negative
## 295                      Positive             Negative
## 296                      Positive             Negative
## 297                      Negative             Positive
## 298                      Negative             Negative
## 299                      Positive             Positive
## 300                      Negative             Positive
## 301                      Negative             Negative
## 302                      Negative             Negative
## 303                      Negative             Negative
## 304                      Negative             Negative
## 305                      Negative             Negative
## 306                      Positive             Positive
## 307                      Positive             Negative
## 308                      Negative             Positive
## 309                      Positive             Positive
## 310                      Negative             Positive
## 311                      Positive             Positive
## 312                      Negative             Positive
## 313                      Positive             Positive
## 314                      Negative             Positive
## 315                 Indeterminate             Negative
## 316                      Negative             Positive
## 317                      Positive             Negative
## 318                      Negative             Positive
## 319                      Negative             Negative
## 320                      Positive             Negative
## 321                      Positive             Negative
## 322                      Negative             Negative
## 323                      Positive             Positive
## 324                      Negative             Negative
## 325                      Positive             Negative
## 326                      Negative             Negative
## 327                      Negative             Negative
## 328                      Positive             Positive
## 329                      Positive             Positive
## 330                      Positive             Positive
## 331                      Positive             Negative
## 332                      Positive             Negative
## 333                      Positive             Negative
## 334                      Positive             Negative
## 335                      Positive             Negative
## 336                      Positive             Negative
## 337                      Negative             Negative
## 338                      Positive             Negative
## 339                      Negative            Equivocal
## 340                      Positive            Equivocal
## 341                      Negative             Negative
## 342                      Negative            Equivocal
## 343                      Negative             Negative
## 344                      Positive             Negative
## 345                      Positive             Negative
## 346                      Positive      [Not Evaluated]
## 347                      Positive             Negative
## 348                      Positive             Negative
## 349                      Positive             Negative
## 350                      Positive             Negative
## 351                      Negative             Positive
## 352                      Positive             Negative
## 353                      Positive             Negative
## 354                      Negative             Negative
## 355                      Positive             Negative
## 356                      Negative             Negative
## 357                      Positive             Positive
## 358                      Negative             Negative
## 359                      Positive             Negative
## 360                      Positive             Negative
## 361                      Negative             Negative
## 362                      Negative             Negative
## 363                      Positive             Negative
## 364                      Positive             Negative
## 365                      Positive             Positive
## 366                      Negative             Positive
## 367                      Positive             Negative
## 368                      Negative             Negative
## 369                      Positive             Positive
## 370                      Positive             Negative
## 371                      Positive             Negative
## 372                      Positive             Negative
## 373                      Positive             Negative
## 374                      Negative             Negative
## 375                      Positive            Equivocal
## 376                      Positive            Equivocal
## 377                      Positive        Indeterminate
## 378                      Negative             Negative
## 379                      Negative             Positive
## 380                      Positive             Positive
## 381                      Positive        Indeterminate
## 382                      Positive             Negative
## 383                      Negative            Equivocal
## 384                      Positive             Negative
## 385                      Positive             Negative
## 386                      Negative             Negative
## 387                      Negative            Equivocal
## 388                      Positive            Equivocal
## 389                      Negative             Negative
## 390                      Negative             Negative
## 391                      Negative             Negative
## 392                      Positive            Equivocal
## 393                      Positive            Equivocal
## 394                      Positive             Positive
## 395                      Negative             Negative
## 396                      Positive            Equivocal
## 397                      Negative      [Not Evaluated]
## 398                      Positive             Negative
## 399                      Positive             Negative
## 400                      Negative             Negative
## 401                      Negative             Negative
## 402                      Negative            Equivocal
## 403                      Negative             Negative
## 404                      Positive             Negative
## 405                      Positive             Negative
## 406                      Positive            Equivocal
## 407                      Positive             Negative
## 408                      Negative             Negative
## 409                      Positive            Equivocal
## 410                      Negative            Equivocal
## 411                      Negative             Negative
## 412                      Positive             Negative
## 413                      Positive             Positive
## 414                      Positive            Equivocal
## 415                      Positive             Negative
## 416                      Positive            Equivocal
## 417                      Positive             Positive
## 418                      Negative             Negative
## 419                      Positive             Negative
## 420                      Positive            Equivocal
## 421                      Positive            Equivocal
## 422                      Positive             Negative
## 423                      Positive            Equivocal
## 424                      Positive             Negative
## 425                      Positive            Equivocal
## 426                      Negative             Negative
## 427                      Positive             Negative
## 428                      Positive             Negative
## 429                      Positive            Equivocal
## 430                      Negative             Positive
## 431                      Positive             Negative
## 432                      Positive             Negative
## 433                      Positive            Equivocal
## 434                      Positive             Negative
## 435                      Negative            Equivocal
## 436                      Negative            Equivocal
## 437                      Positive             Negative
## 438                      Positive             Positive
## 439                      Positive             Positive
## 440                      Negative             Negative
## 441                      Negative      [Not Evaluated]
## 442                      Negative            Equivocal
## 443                      Positive             Positive
## 444                      Positive            Equivocal
## 445                      Positive      [Not Evaluated]
## 446                      Positive             Negative
## 447                      Positive            Equivocal
## 448                      Positive             Negative
## 449                      Positive            Equivocal
## 450                      Positive             Positive
## 451                      Positive            Equivocal
## 452                      Negative             Negative
## 453                      Negative      [Not Evaluated]
## 454               [Not Evaluated]      [Not Evaluated]
## 455                      Positive      [Not Evaluated]
## 456                      Negative      [Not Evaluated]
## 457               [Not Evaluated]      [Not Evaluated]
## 458                      Positive      [Not Evaluated]
## 459                      Positive      [Not Evaluated]
## 460                      Positive      [Not Evaluated]
## 461                      Positive      [Not Evaluated]
## 462                      Negative      [Not Evaluated]
## 463                      Positive      [Not Evaluated]
## 464                      Positive      [Not Evaluated]
## 465                      Positive      [Not Evaluated]
## 466                      Negative      [Not Evaluated]
## 467                      Positive      [Not Evaluated]
## 468                      Negative      [Not Evaluated]
## 469                 Indeterminate      [Not Evaluated]
## 470                      Positive      [Not Evaluated]
## 471                      Negative      [Not Evaluated]
## 472                      Negative      [Not Evaluated]
## 473                      Negative      [Not Evaluated]
## 474                      Positive      [Not Evaluated]
## 475                      Positive      [Not Evaluated]
## 476                      Positive      [Not Evaluated]
## 477                      Positive      [Not Evaluated]
## 478                      Negative      [Not Evaluated]
## 479                      Positive      [Not Evaluated]
## 480                      Positive      [Not Evaluated]
## 481                      Positive      [Not Evaluated]
## 482                      Negative      [Not Evaluated]
## 483                      Negative      [Not Evaluated]
## 484                      Negative      [Not Evaluated]
## 485                      Positive      [Not Evaluated]
## 486                      Positive      [Not Evaluated]
## 487                      Positive      [Not Evaluated]
## 488                      Positive      [Not Evaluated]
## 489                      Positive      [Not Evaluated]
## 490                      Negative      [Not Evaluated]
## 491                      Negative      [Not Evaluated]
## 492                      Positive      [Not Evaluated]
## 493                      Positive      [Not Evaluated]
## 494                      Negative      [Not Evaluated]
## 495                      Positive      [Not Evaluated]
## 496                      Positive      [Not Evaluated]
## 497                      Positive      [Not Evaluated]
## 498                      Negative             Negative
## 499                      Negative            Equivocal
## 500                      Positive            Equivocal
## 501                      Negative      [Not Evaluated]
## 502                      Positive      [Not Evaluated]
## 503                      Negative             Negative
## 504                      Negative             Negative
## 505                      Positive             Negative
## 506                      Negative             Negative
## 507                      Positive            Equivocal
## 508                      Negative            Equivocal
## 509                      Positive             Negative
## 510                      Positive             Negative
## 511                      Positive             Positive
## 512                      Negative      [Not Available]
## 513                      Negative             Positive
## 514                      Positive             Negative
## 515                      Positive             Negative
## 516                      Positive             Negative
## 517                      Positive             Negative
## 518                      Negative             Negative
## 519                      Positive            Equivocal
## 520                      Positive             Negative
## 521                      Positive             Positive
## 522                      Positive            Equivocal
## 523                      Negative             Negative
## 524                      Positive             Negative
## 525                      Positive             Negative
## 526                      Positive             Negative
## 527                      Positive             Negative
## 528                      Negative             Negative
## 529                      Positive             Negative
## 530                      Negative             Negative
## 531                      Negative             Negative
## 532                      Positive             Negative
## 533                      Positive             Negative
## 534                      Positive             Positive
## 535                      Positive             Negative
## 536                      Positive      [Not Available]
## 537                      Positive             Negative
## 538                      Positive             Negative
## 539                      Negative      [Not Available]
## 540                      Positive             Negative
## 541                      Positive            Equivocal
## 542                      Positive             Negative
## 543                      Negative             Negative
## 544                      Negative      [Not Available]
## 545                      Positive             Positive
## 546                      Positive             Negative
## 547                      Negative             Negative
## 548                      Positive             Negative
## 549                      Positive             Negative
## 550                      Positive             Negative
## 551                      Negative             Negative
## 552                      Positive             Negative
## 553                      Positive             Negative
## 554                      Positive             Negative
## 555                      Positive             Negative
## 556                      Positive             Negative
## 557                      Positive             Negative
## 558                      Positive             Negative
## 559                      Positive             Positive
## 560                      Negative             Negative
## 561                      Positive            Equivocal
## 562                      Positive             Negative
## 563                      Negative            Equivocal
## 564                      Positive             Negative
## 565                      Positive             Negative
## 566                      Positive             Negative
## 567                      Positive            Equivocal
## 568                      Negative             Positive
## 569                      Positive             Negative
## 570                      Positive             Negative
## 571                      Positive            Equivocal
## 572                      Positive             Negative
## 573                      Positive      [Not Available]
## 574                      Positive      [Not Available]
## 575                      Positive             Negative
## 576                      Positive             Negative
## 577                      Positive            Equivocal
## 578                      Positive      [Not Available]
## 579                      Positive            Equivocal
## 580                      Positive             Negative
## 581                      Positive             Negative
## 582                      Negative             Negative
## 583                      Positive            Equivocal
## 584                      Positive            Equivocal
## 585                      Positive             Negative
## 586                      Negative             Negative
## 587                      Positive             Negative
## 588                      Positive             Negative
## 589                      Negative            Equivocal
## 590                      Positive             Negative
## 591                      Negative             Positive
## 592                      Negative             Negative
## 593                      Positive            Equivocal
## 594                      Positive             Negative
## 595                      Positive            Equivocal
## 596                      Positive             Negative
## 597                      Negative             Negative
## 598                      Positive             Negative
## 599                      Negative             Negative
## 600                      Positive             Positive
## 601                      Positive             Positive
## 602                      Positive             Negative
## 603                      Positive             Negative
## 604                      Positive             Negative
## 605                      Positive             Positive
## 606                      Positive             Negative
## 607                      Negative             Positive
## 608                      Negative             Positive
## 609                      Negative             Positive
## 610                      Positive             Negative
## 611                      Negative             Positive
## 612                      Positive             Positive
## 613                      Negative             Negative
## 614                      Negative             Positive
## 615                      Positive             Negative
## 616                      Positive             Negative
## 617                      Positive             Negative
## 618                      Positive             Negative
## 619                      Positive             Positive
## 620                      Negative             Negative
## 621                      Positive             Positive
## 622                      Positive             Negative
## 623                 Indeterminate             Negative
## 624                      Positive             Positive
## 625                      Negative             Negative
## 626                      Positive             Positive
## 627                      Positive             Negative
## 628                      Negative             Negative
## 629                      Positive             Negative
## 630                      Positive      [Not Evaluated]
## 631                      Positive             Negative
## 632                      Negative      [Not Evaluated]
## 633                      Positive      [Not Evaluated]
## 634                      Positive      [Not Evaluated]
## 635                      Negative      [Not Evaluated]
## 636                      Positive      [Not Evaluated]
## 637                      Positive      [Not Evaluated]
## 638                      Negative      [Not Evaluated]
## 639                      Positive             Negative
## 640                      Positive             Positive
## 641               [Not Evaluated]      [Not Evaluated]
## 642               [Not Evaluated]      [Not Evaluated]
## 643               [Not Evaluated]      [Not Evaluated]
## 644                      Positive      [Not Evaluated]
## 645                      Positive             Negative
## 646                      Positive             Negative
## 647                      Positive             Negative
## 648                      Positive             Positive
## 649                      Negative             Negative
## 650                      Positive             Negative
## 651                      Negative             Negative
## 652                      Positive             Negative
## 653                      Positive      [Not Evaluated]
## 654                      Positive             Negative
## 655                      Positive             Negative
## 656                      Positive            Equivocal
## 657                      Positive             Negative
## 658                      Positive             Negative
## 659               [Not Evaluated]      [Not Evaluated]
## 660                      Negative            Equivocal
## 661                      Negative             Negative
## 662                      Positive             Negative
## 663                      Positive             Negative
## 664                      Negative             Positive
## 665                      Negative             Positive
## 666                      Positive             Positive
## 667                      Positive             Negative
## 668                      Negative             Negative
## 669                      Positive             Negative
## 670                      Positive             Negative
## 671               [Not Evaluated]      [Not Evaluated]
## 672                      Negative             Positive
## 673                      Positive            Equivocal
## 674                      Negative             Negative
## 675                      Positive      [Not Evaluated]
## 676                      Positive      [Not Evaluated]
## 677                      Negative            Equivocal
## 678                      Negative             Positive
## 679                      Negative             Positive
## 680                      Negative            Equivocal
## 681                      Positive            Equivocal
## 682                      Positive             Positive
## 683                      Positive             Negative
## 684                      Positive             Negative
## 685                      Negative             Negative
## 686                      Negative             Positive
## 687                      Negative            Equivocal
## 688                      Positive             Negative
## 689                      Positive            Equivocal
## 690                      Positive             Negative
## 691                      Positive             Negative
## 692                      Positive            Equivocal
## 693                      Negative             Negative
## 694                      Negative             Negative
## 695                      Positive             Negative
## 696                      Positive             Negative
## 697                      Positive             Negative
## 698               [Not Evaluated]      [Not Evaluated]
## 699                      Negative             Positive
## 700                      Positive             Negative
## 701                      Negative             Negative
## 702                      Negative             Negative
## 703                      Positive             Positive
## 704                      Negative             Positive
## 705                      Positive             Negative
## 706               [Not Evaluated]      [Not Evaluated]
## 707                      Positive             Negative
## 708                      Negative             Negative
## 709                      Positive             Positive
## 710                      Positive             Negative
## 711                      Negative            Equivocal
## 712                      Negative             Negative
## 713                      Positive            Equivocal
## 714                      Negative             Negative
## 715                      Positive             Negative
## 716                      Negative             Positive
## 717                      Negative             Positive
## 718                      Positive            Equivocal
## 719                      Positive             Negative
## 720                      Positive             Negative
## 721                      Positive             Negative
## 722                      Negative             Negative
## 723                      Negative            Equivocal
## 724                      Positive             Negative
## 725                      Positive             Negative
## 726                      Positive             Negative
## 727                      Positive             Negative
## 728                      Negative             Negative
## 729                      Negative             Negative
## 730                      Positive        Indeterminate
## 731                      Positive             Negative
## 732                      Positive             Negative
## 733                      Positive            Equivocal
## 734                      Positive             Negative
## 735                      Positive             Positive
## 736                      Positive             Negative
## 737                      Positive             Negative
## 738                 Indeterminate             Negative
## 739                      Positive        Indeterminate
## 740                      Positive            Equivocal
## 741                      Positive             Negative
## 742                      Positive             Negative
## 743                      Positive             Negative
## 744                      Positive             Negative
## 745                      Negative             Negative
## 746                      Positive             Positive
## 747                      Negative             Negative
## 748                      Positive            Equivocal
## 749                      Positive             Negative
## 750                      Positive             Negative
## 751                      Negative             Negative
## 752                      Positive             Negative
## 753                      Positive             Positive
## 754                      Negative             Positive
## 755                      Positive             Negative
## 756                      Positive            Equivocal
## 757                      Positive             Negative
## 758                      Positive             Positive
## 759                      Negative             Negative
## 760                      Positive             Negative
## 761                      Positive             Negative
## 762                      Positive        Indeterminate
## 763                      Positive        Indeterminate
## 764                      Positive             Negative
## 765                      Negative             Negative
## 766                      Positive            Equivocal
## 767                      Negative             Negative
## 768                      Positive             Negative
## 769                      Positive             Negative
## 770                      Positive             Negative
## 771                      Negative             Negative
## 772                      Positive             Positive
## 773                      Positive             Negative
## 774                      Positive            Equivocal
## 775                      Positive             Negative
## 776                      Positive             Negative
## 777                      Positive            Equivocal
## 778                      Positive             Negative
## 779                      Positive             Negative
## 780                      Positive             Negative
## 781                      Positive             Negative
## 782                      Negative             Negative
## 783                      Positive             Negative
## 784                      Positive            Equivocal
## 785                      Positive            Equivocal
## 786                      Negative            Equivocal
## 787                      Positive             Negative
## 788                      Negative            Equivocal
## 789                      Positive             Positive
## 790                      Positive            Equivocal
## 791                      Positive             Negative
## 792                      Positive            Equivocal
## 793                      Positive            Equivocal
## 794                      Negative             Negative
## 795                      Positive            Equivocal
## 796                      Negative             Positive
## 797                      Positive             Negative
## 798                      Negative             Negative
## 799                      Positive            Equivocal
## 800                      Positive             Negative
## 801                      Positive            Equivocal
## 802                      Positive             Positive
## 803                      Positive      [Not Evaluated]
## 804                      Negative             Negative
## 805                      Positive            Equivocal
## 806                      Positive             Negative
## 807                      Negative             Negative
## 808                      Negative             Positive
## 809                      Positive             Negative
## 810                      Positive             Negative
## 811                      Negative             Negative
## 812                      Positive             Negative
## 813                      Negative             Negative
## 814                      Negative      [Not Evaluated]
## 815                      Positive             Negative
## 816                      Positive            Equivocal
## 817                      Positive            Equivocal
## 818                      Positive      [Not Evaluated]
## 819                      Positive             Negative
## 820                      Positive             Negative
## 821                      Positive            Equivocal
## 822                      Positive            Equivocal
## 823                      Positive            Equivocal
## 824                      Positive            Equivocal
## 825                      Positive            Equivocal
## 826                      Positive             Negative
## 827                      Positive            Equivocal
## 828                      Positive             Negative
## 829                      Positive            Equivocal
## 830                      Negative            Equivocal
## 831                      Positive            Equivocal
## 832                      Negative        Indeterminate
## 833                      Negative             Positive
## 834                      Positive            Equivocal
## 835                      Positive             Negative
## 836                      Positive             Negative
## 837                      Negative            Equivocal
## 838                      Positive             Negative
## 839                      Positive            Equivocal
## 840                      Positive            Equivocal
## 841                      Positive             Negative
## 842                      Positive             Negative
## 843                      Positive            Equivocal
## 844                      Positive             Negative
## 845                      Positive            Equivocal
## 846                      Positive             Negative
## 847                      Positive             Negative
## 848                      Positive             Negative
## 849                      Positive            Equivocal
## 850                      Positive             Negative
## 851                      Positive             Negative
## 852                      Negative             Negative
## 853                      Positive            Equivocal
## 854                      Positive             Negative
## 855                      Positive            Equivocal
## 856                      Negative             Positive
## 857                      Negative             Positive
## 858                      Negative            Equivocal
## 859                      Negative             Negative
## 860                      Negative            Equivocal
## 861                      Negative            Equivocal
## 862                      Negative             Negative
## 863                      Negative             Negative
## 864                      Positive      [Not Evaluated]
## 865                      Positive      [Not Evaluated]
## 866                      Positive      [Not Evaluated]
## 867                      Positive            Equivocal
## 868                      Positive            Equivocal
## 869                      Positive            Equivocal
## 870                      Negative            Equivocal
## 871                      Negative            Equivocal
## 872                      Positive            Equivocal
## 873                      Negative            Equivocal
## 874               [Not Evaluated]      [Not Evaluated]
## 875                      Positive             Positive
## 876                      Positive             Positive
## 877                      Positive             Positive
## 878               [Not Evaluated]             Negative
## 879                      Positive             Positive
## 880                      Positive             Positive
## 881                      Positive             Positive
## 882                      Negative             Positive
## 883                      Positive             Negative
## 884                      Positive             Negative
## 885                      Positive             Negative
## 886                      Positive             Negative
## 887                      Positive             Negative
## 888               [Not Evaluated]      [Not Evaluated]
## 889               [Not Evaluated]      [Not Evaluated]
## 890                      Negative            Equivocal
## 891               [Not Evaluated]      [Not Evaluated]
## 892               [Not Evaluated]      [Not Evaluated]
## 893               [Not Evaluated]      [Not Evaluated]
## 894               [Not Evaluated]      [Not Evaluated]
## 895               [Not Evaluated]      [Not Evaluated]
## 896               [Not Evaluated]      [Not Evaluated]
## 897               [Not Evaluated]      [Not Evaluated]
## 898               [Not Evaluated]      [Not Evaluated]
## 899               [Not Evaluated]      [Not Evaluated]
## 900               [Not Evaluated]      [Not Evaluated]
## 901               [Not Evaluated]      [Not Evaluated]
## 902               [Not Evaluated]      [Not Evaluated]
## 903               [Not Evaluated]      [Not Evaluated]
## 904               [Not Evaluated]      [Not Evaluated]
## 905               [Not Evaluated]      [Not Evaluated]
## 906                      Positive             Negative
## 907               [Not Evaluated]      [Not Evaluated]
## 908               [Not Evaluated]      [Not Evaluated]
## 909                      Negative             Negative
## 910                      Negative             Negative
## 911                      Positive             Positive
## 912                      Positive             Positive
## 913                      Negative             Positive
## 914                      Positive             Positive
## 915               [Not Evaluated]      [Not Evaluated]
## 916               [Not Evaluated]      [Not Evaluated]
## 917               [Not Evaluated]      [Not Evaluated]
## 918               [Not Evaluated]      [Not Evaluated]
## 919               [Not Evaluated]      [Not Evaluated]
## 920               [Not Evaluated]      [Not Evaluated]
## 921               [Not Evaluated]      [Not Evaluated]
## 922                      Positive             Positive
## 923               [Not Evaluated]      [Not Evaluated]
## 924               [Not Evaluated]      [Not Evaluated]
## 925               [Not Evaluated]      [Not Evaluated]
## 926                      Positive        Indeterminate
## 927               [Not Evaluated]      [Not Evaluated]
## 928                      Positive             Positive
## 929                      Positive             Negative
## 930                      Positive             Negative
## 931                      Positive             Negative
## 932                      Negative             Negative
## 933               [Not Evaluated]      [Not Evaluated]
## 934               [Not Evaluated]      [Not Evaluated]
## 935                      Positive             Negative
## 936                      Positive             Positive
## 937                      Positive             Negative
## 938                      Positive             Negative
## 939                      Positive             Negative
## 940                      Positive             Negative
## 941                      Positive             Negative
## 942                      Positive             Positive
## 943                      Positive             Negative
## 944                      Positive             Negative
## 945                      Negative             Negative
## 946                      Negative             Negative
## 947                      Positive             Negative
## 948                      Positive             Negative
## 949                      Negative            Equivocal
## 950                      Negative             Negative
## 951                      Negative            Equivocal
## 952                      Positive             Negative
## 953                      Negative             Negative
## 954                      Positive             Negative
## 955                      Positive             Negative
## 956                      Negative            Equivocal
## 957                      Negative             Negative
## 958                      Positive             Negative
## 959                      Negative             Negative
## 960                      Positive             Negative
## 961                      Positive            Equivocal
## 962                      Positive             Negative
## 963                      Positive             Negative
## 964                      Positive            Equivocal
## 965                      Negative             Negative
## 966                      Negative            Equivocal
## 967                      Negative             Negative
## 968                      Positive             Negative
## 969                      Positive             Negative
## 970                      Negative             Negative
## 971                      Negative             Negative
## 972                      Positive             Negative
## 973                      Positive             Positive
## 974                      Positive             Positive
## 975                      Negative             Negative
## 976                      Negative             Negative
## 977                      Positive             Negative
## 978                      Negative      [Not Evaluated]
## 979                      Positive             Negative
## 980                      Negative             Negative
## 981                      Positive      [Not Evaluated]
## 982                      Positive            Equivocal
## 983                      Negative             Negative
## 984                      Positive      [Not Evaluated]
## 985                      Negative            Equivocal
## 986                      Negative             Negative
## 987                      Negative             Negative
## 988                      Negative      [Not Evaluated]
## 989                      Negative             Negative
## 990                      Positive             Negative
## 991                      Positive             Negative
## 992                      Positive             Negative
## 993                      Positive             Negative
## 994                      Positive            Equivocal
## 995                      Positive             Negative
## 996                      Positive             Negative
## 997                      Negative      [Not Evaluated]
## 998                      Positive             Negative
## 999                      Positive      [Not Evaluated]
## 1000                     Positive      [Not Evaluated]
## 1001                     Positive             Negative
## 1002                     Negative             Negative
## 1003                     Positive             Negative
## 1004                     Positive             Positive
## 1005                     Positive             Positive
## 1006                     Positive             Negative
## 1007                     Negative             Negative
## 1008                     Positive             Negative
## 1009                     Positive             Negative
## 1010                     Negative             Positive
## 1011                     Positive            Equivocal
## 1012                     Negative             Negative
## 1013                     Positive            Equivocal
## 1014                     Positive            Equivocal
## 1015                     Negative             Positive
## 1016                     Positive            Equivocal
## 1017                     Positive            Equivocal
## 1018                     Negative             Negative
## 1019                     Negative             Negative
## 1020                     Positive            Equivocal
## 1021                     Positive             Negative
## 1022                     Positive            Equivocal
## 1023                     Negative             Negative
## 1024                     Positive            Equivocal
## 1025                     Negative            Equivocal
## 1026                     Positive             Negative
## 1027                     Positive             Positive
## 1028                     Negative             Negative
## 1029                     Positive             Positive
## 1030                     Positive      [Not Evaluated]
## 1031                     Positive             Negative
## 1032                     Positive             Negative
## 1033                     Negative      [Not Evaluated]
## 1034                     Negative      [Not Evaluated]
## 1035                     Positive      [Not Evaluated]
## 1036                     Positive      [Not Evaluated]
## 1037                     Positive      [Not Evaluated]
## 1038                     Positive      [Not Evaluated]
## 1039                     Negative      [Not Evaluated]
## 1040                     Positive      [Not Evaluated]
## 1041                     Negative      [Not Evaluated]
## 1042                     Negative      [Not Evaluated]
## 1043                     Negative      [Not Evaluated]
## 1044                     Positive      [Not Evaluated]
## 1045                     Negative      [Not Evaluated]
## 1046                     Positive      [Not Evaluated]
## 1047                     Positive            Equivocal
## 1048                     Positive      [Not Evaluated]
## 1049                     Negative      [Not Evaluated]
## 1050                     Positive      [Not Evaluated]
## 1051                     Negative      [Not Evaluated]
## 1052                     Negative             Negative
## 1053                     Positive      [Not Evaluated]
## 1054                     Positive             Negative
## 1055                     Negative      [Not Evaluated]
## 1056                     Positive             Positive
## 1057                     Negative             Positive
## 1058                     Positive             Negative
## 1059              [Not Evaluated]      [Not Evaluated]
## 1060              [Not Evaluated]      [Not Evaluated]
## 1061              [Not Evaluated]      [Not Evaluated]
## 1062              [Not Evaluated]      [Not Evaluated]
## 1063                     Positive            Equivocal
## 1064                     Positive             Negative
## 1065                     Positive            Equivocal
## 1066                     Positive            Equivocal
## 1067                     Negative             Negative
## 1068                     Positive            Equivocal
## 1069                     Negative             Negative
## 1070                     Positive             Positive
## 1071                     Negative             Negative
## 1072                     Positive            Equivocal
## 1073                     Positive             Positive
## 1074                     Negative             Positive
## 1075                     Positive      [Not Evaluated]
## 1076                     Positive             Negative
## 1077                     Positive      [Not Evaluated]
## 1078                     Positive             Negative
## 1079                     Positive             Negative
## 1080                     Positive             Negative
## 1081                     Positive             Negative
## 1082                     Positive             Negative

Another way to look at the values in a column is a histogram.

hist(brca_clin_df$age_at_diagnosis,
     xlab="Age at Diagnosis",
     main="Distribution of Ages")

We also used the table() function:

table(brca_clin_df$estrogen_receptor_status)
## 
## [Not Evaluated]   Indeterminate        Negative        Positive 
##              48               2             236             796

Introduction to the gene expression data frame

Now let’s take a look at the other aspect of The Cancer Genome Atlas (TCGA) breast cancer set, the gene expression data:

dim_df <- dim(brca_expr_df)  # We should get a result consistent
                                        # with what is in the Environment tab

print(paste("The gene expression data frame has",dim_df[1],
              "rows and",dim_df[2],"columns."))
## [1] "The gene expression data frame has 18351 rows and 1083 columns."
# The function paste() allows us to print text and numbers together.

Let’s see what’s in the rows and columns using indexing to get

  • rows 1 through 10 (1:10), and
  • columns 1 through 5 (1:5).
brca_expr_df[1:10,1:5] 
##      symbol TCGA-3C-AAAU TCGA-3C-AALI TCGA-3C-AALJ TCGA-3C-AALK
## 1    TSPAN6     188.1840     207.7220    1005.4400    1104.6800
## 2      TNMD       0.3447       1.0875      39.8912       1.2412
## 3      DPM1     524.2260     809.1350     967.3620     463.3840
## 4     SCYL3     325.1410    1558.9400     335.8300     549.2550
## 5  C1orf112     124.2940     274.6660     241.6860     218.2250
## 6       FGR      75.1356     182.7080     283.7720     143.9800
## 7       CFH     348.1050    1119.6300    1030.8300    1262.3100
## 8     FUCA2     563.1730    1099.5100     872.1670     862.6400
## 9      GCLC     578.6820     903.2080     632.8200     601.9860
## 10     NFYA    1408.6200     756.9330     729.8100    1150.6000

The first column, “symbol”, provides the names of genes whose mRNA levels were measured in the expression experiments. The remaining columns are the expression levels of the messanger RNAs (mRNAs) from different patient samples. The names of the columns are anonymized indentifiers for patient samples.

Recall that the clincal data frame brca_clin_df has the patient samples as rows. The expression data frame brca_expr_df has the patient samples as columns.

“TCGA-3C-AAAU” is the anonymized identifier for one patient’s sample. By providing identifiers for each patient’s information, TCGA data allows us to coordinate expression data with clinical information on a patient-by-patient basis.

Agaid, the clinical data is organized so that patient samples are the rows of the data frame:

brca_clin_df[1:5,1:10] 
##   bcr_patient_barcode gender                      race              ethnicity
## 1        TCGA-3C-AAAU FEMALE                     WHITE NOT HISPANIC OR LATINO
## 2        TCGA-3C-AALI FEMALE BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO
## 3        TCGA-3C-AALJ FEMALE BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO
## 4        TCGA-3C-AALK FEMALE BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO
## 5        TCGA-4H-AAAK FEMALE                     WHITE NOT HISPANIC OR LATINO
##   age_at_diagnosis year_of_initial_pathologic_diagnosis vital_status
## 1               55                                 2004        Alive
## 2               50                                 2003        Alive
## 3               62                                 2011        Alive
## 4               52                                 2011        Alive
## 5               50                                 2013        Alive
##                                                                               menopause_status
## 1 Pre (<6 months since LMP AND no prior bilateral ovariectomy AND not on estrogen replacement)
## 2            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 3            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
## 4                                                                                    [Unknown]
## 5            Post (prior bilateral ovariectomy OR >12 mo since LMP with no prior hysterectomy)
##   tumor_status margin_status
## 1   WITH TUMOR      Negative
## 2   TUMOR FREE      Negative
## 3   TUMOR FREE      Negative
## 4   TUMOR FREE         Close
## 5   TUMOR FREE      Negative

Notice that both the expression and clinical dataframes have information for the same patient samples: TCGA-3C-AAAU TCGA-3C-AALI TCGA-3C-AALJ TCGA-3C-AALK

In the next Module, we will combine clinical and expression data for each patient.


Matrix form

To do analysis with the expression data frame, we have to create a matrix that contains only numerical data.

Alex taught us that data frames are like lists in that different types of data can be included, for example gender (type character) and age (type numeric).

The first column of brca_expr_df contains gene names, which are text characters. We can check this:

typeof(brca_expr_df[,1])
## [1] "character"

The remaining columns are numeric:

typeof(brca_expr_df[,2])
## [1] "double"

“double” stands for “double-precision floating-point format.” In other words, a decimal number.

We want to create a matrix that contains only the numerical gene expression data. But we want to keep the information from the “symbol” column so we know what genes (mRNAs) the expression levels refer to.

R allows us to do this by assigning the symbols as the row names for our matrix. For a reminder with simpler data, look back at the Matrix Tutorial.

brca_expr_mat <- as.matrix(brca_expr_df[,-1])  # We remove the first column ("symbol"),
                                               # use the function as.matrix().
                                               # and assign the result to a new object ("brca_expr_mat").

# We want the row names to come from the symbol column, 
# so we'll use the function row.names().

row.names(brca_expr_mat) <- brca_expr_df$symbol

We also could have used the command row.names(brca_expr_mat) <- brca_expr_df[,1]
since the symbols are in the first column.

Let’s use indexing to check the first 10 rows and 5 columns of our matrix.

brca_expr_mat[1:10, 1:5]
##          TCGA-3C-AAAU TCGA-3C-AALI TCGA-3C-AALJ TCGA-3C-AALK TCGA-4H-AAAK
## TSPAN6       188.1840     207.7220    1005.4400    1104.6800     942.5530
## TNMD           0.3447       1.0875      39.8912       1.2412       4.6809
## DPM1         524.2260     809.1350     967.3620     463.3840     486.3830
## SCYL3        325.1410    1558.9400     335.8300     549.2550     416.2850
## C1orf112     124.2940     274.6660     241.6860     218.2250     179.4600
## FGR           75.1356     182.7080     283.7720     143.9800     134.0430
## CFH          348.1050    1119.6300    1030.8300    1262.3100    1508.0900
## FUCA2        563.1730    1099.5100     872.1670     862.6400    1031.4900
## GCLC         578.6820     903.2080     632.8200     601.9860     665.1060
## NFYA        1408.6200     756.9330     729.8100    1150.6000     756.1700

We also can use the round() function to round the values of the matrix. We can do this because the matrix now contains only numeric data, and we can perform operations on the entire matrix at once.

round(brca_expr_mat[1:10,1:5],1)
##          TCGA-3C-AAAU TCGA-3C-AALI TCGA-3C-AALJ TCGA-3C-AALK TCGA-4H-AAAK
## TSPAN6          188.2        207.7       1005.4       1104.7        942.6
## TNMD              0.3          1.1         39.9          1.2          4.7
## DPM1            524.2        809.1        967.4        463.4        486.4
## SCYL3           325.1       1558.9        335.8        549.3        416.3
## C1orf112        124.3        274.7        241.7        218.2        179.5
## FGR              75.1        182.7        283.8        144.0        134.0
## CFH             348.1       1119.6       1030.8       1262.3       1508.1
## FUCA2           563.2       1099.5        872.2        862.6       1031.5
## GCLC            578.7        903.2        632.8        602.0        665.1
## NFYA           1408.6        756.9        729.8       1150.6        756.2
# We can apply `round()` to the matrix since all elements are numeric.
# `round()` let's us choose how many decimal places to show.

Average expression

Let’s look at the average value of the expression for the first gene (TSPAN6) across the patient samples.

mean(brca_expr_mat[1,])
## [1] 996.1939

What is the average expression of the second gene (TNMD)?

mean(brca_expr_mat[2,])
## [1] 23.68886

The average of the expression is much smaller for the second gene (23.7) than the first gene (996.2). Does this mean anything??

The gene TSPAN6 codes for the protein Tetraspanin-6. This protein helps signal events that play a role in cell growth and motility.

The gene TNMD codes for the protein Tenomodulin, which is important for the formation of tendons. TNMD is highly expressed in tendons, but lowly expressed in other parts of the body.

Let’s re-write the results of the previous two code chunks:

# mean() takes the average of a set of values

avg_TSPAN6_expr <- mean(brca_expr_mat[1,])   # We are taking the average of expression values
                                             # for the first row of the matrix

avg_TNMD_expr <- mean(brca_expr_mat[2,])     # We are taking the average of expression values
                                             # for the second row of the matrix


print(paste("Average expression of TSPAN6: ", round(avg_TSPAN6_expr,0)))
## [1] "Average expression of TSPAN6:  996"
print(paste("Average expression of TNMD: ", round(avg_TNMD_expr,0)))
## [1] "Average expression of TNMD:  24"
# The function paste() allows us to print text and numbers together.
# The function round() lets us choose how many decimal digits we want to show.

TSPAN6 has a higher average expression level than TNMD. Given what we know about the proteins these genes code for, does this make sense?

Another way to get the average expression is to use the names of the genes themselves:

# For TSPAN6, we can call the row with the gene name:
mean(brca_expr_mat["TSPAN6",])
## [1] 996.1939
# Replace XXXX to do the same for TNMD
mean(brca_expr_mat["TNMD",])

It would stink to have to do this for all 18,351 genes in the expression dataframe!!

Luckily, we can use the function apply() to apply a function like mean() to all rows or columns of our matrix at once.

mean.expr <- apply(brca_expr_mat, 1, mean)      # We "apply" the function mean() to all rows.
                                                # The first argument is the matrix.
                                                # The second argument is 1 for "rows".
                                                # The third argument is the function name, `mean()`
as.table(round(mean.expr[1:25],0))
##   TSPAN6     TNMD     DPM1    SCYL3 C1orf112      FGR      CFH    FUCA2 
##      996       24      699      624      320      187     1246     1432 
##     GCLC     NFYA    STPG1   NIPAL3    LAS1L    ENPP4   SEMA3F     CFTR 
##      869     1326      215      985     1143      642     2180       19 
##   ANKIB1  CYP51A1    KRIT1    RAD52      BAD     LAP3     CD99   HS3ST1 
##     1614     1945      738      130      853     2646     2751       91 
##     AOC1 
##       84

Now that we have the mean expression for all 18K genes, how else may we use this information?

Plotting average expression

Let’s try plotting the mean expression values (we saved these values in the object mean.expr) as a histogram. A histogram is a graphical display of data counts using bars of different heights. Each bar groups numbers into ranges (for example, from 0 to 1000), and it counts for us how many expression values fall within its range. A taller bar means that more data points belong to the expression level range assigned to that bar.

hist(mean.expr)

We’re getting better at R, so we can make our histogram a little more informational.

hist(mean.expr, 
     breaks=100, 
     main="Distribution of Gene Expression Values",
     xlab="Mean Expression")

# The first argument to `hist()` is the data, the second is how many bars  
# we want to show, the third is a title for the plot, and the fourth is 
# the name of the x-axis.

Wow! Most of the average expression values are relatively small but it’s hard to see that range because of a few VERY large values.

R indexing aside:

nums  # we created the object `nums` earlier
##  [1] 8 5 2 3 1 2 5 7 1 1 5 3 6 8 7 5

Let’s create a new object that contains only those values in nums that less than 5. We can do this with indexing.

nums[nums<5]   
## [1] 2 3 1 2 1 1 3

We can use logical expressions in indexing to conveniently derive subsets:

nums[nums==1]  # Values that are equal to 1
## [1] 1 1 1
nums[nums==9]  # Values that are equal to 9
## numeric(0)
nums[nums>5]   # Values that are greater than 5
## [1] 8 7 6 8 7

Since there are no values of 9 in nums, our result is numeric(0), another way of saying “nothing to see here!”

How many values in mean.expr are greater than 10000?

mean.expr.high <- mean.expr[mean.expr > 10000]

length(mean.expr.high)
## [1] 201

Out of 18,351 mean values, only 201 are greater than 10000!

Let’s zoom in on the average expression values less than 10000:

# Let's look at the "distribution" of mean expression values
# that are less than 10000.

mean.expr.low <- mean.expr[mean.expr < 10000]  

hist(mean.expr.low, 
     breaks=50, 
     main="Distribution of Gene Expression Values",
     xlab="Mean Expression")

By “zooming” in, we see that most genes actually have average expression < 2000.

There are only a few genes that have really large average expression (201 out of 18351 genes). The curve in the histogram has a long right tail.

Nearly all genes have relatively low expression, and very few genes have high expression.

In other words, our data is highly skewed.

Unfortunately, many analysis functions in R do not work well with skewed data. Instead, the functions assume the data are normally distributed, which means their histogram is bell-shaped. This is not the situation with our data!

The log transformation can be used to make highly skewed distributions less skewed and sometimes normally distributed. And this can be valuable both for * making patterns in the data more interpretable, and * helping to meet the assumptions of the statistics underlying our analysis.

To read more about this, check out Log Transformations.

It has been established that most analysis works quite well if the data can be made less skewed and more normal.


Log transformation

To reduce the skew in our data, we will log transform it. If we take the log of the expression values, we put the data more on equal footing.

Expression data analysis is usually done with log base 2.

  • Log base 2 of 8 is 3 because 2 * 2 * 2 = 8.

  • Log base 2 of 4 is 2 because 2 * 2 = 4.

  • Log base 2 of 2 is 1 because 2 = 2.

So the values (8, 4, 2) are log transformed to (3, 2, 1).

Let’s consider some larger numbers:

a <- c(4096, 1024, 512, 64)

b <- log(a,2)

plot(a,b,pch=19,col="red")

Notice how the scale for b (vertical axis) is much more compressed than for a (horizontal axis).

By taking the log2 of numbers, we make them more similar to each other.

a
## [1] 4096 1024  512   64
log(a,2)
## [1] 12 10  9  6

There is one caveat. The log2 of 0 is infinity!

log(0,2)
## [1] -Inf

But the log2 of 1 is “well-behaved”.

log(1,2)
## [1] 0

So before taking the log2 of our expression data, we will add 1 to each value to avoid the occurence of “-Inf” values.

brca_expr_mat.log <- log(brca_expr_mat+1, 2)  # We add 1 to each element, then take the log base 2.

#Let's look at some values:
brca_expr_mat.log[1:5,1:5]
##          TCGA-3C-AAAU TCGA-3C-AALI TCGA-3C-AALJ TCGA-3C-AALK TCGA-4H-AAAK
## TSPAN6      7.5636463     7.705439     9.975045    10.110718     9.881960
## TNMD        0.4272843     1.061776     5.353718     1.164271     2.506120
## DPM1        9.0367945     9.662019     9.919403     8.859174     8.928912
## SCYL3       8.3493520    10.607275     8.395877     9.103957     8.704889
## C1orf112    6.9691735     8.106778     7.922947     7.776269     7.495535

Let’s check out what the curve is for the log-transformed expression values:

mean.expr <- apply(brca_expr_mat.log, 1, mean)  # We "apply" the function mean() to all rows.
                                                # The first argument is the matrix.
                                                # The second argument is 1 for "rows".
                                                # The third argument is the function name, `mean()`

hist(mean.expr, breaks=100, main="Distribution of Log_2 Gene Expression Values",
  xlab="Mean Log_2 Expression")

The log-transformed data is much less scewed and even has some bell-shaped character.
While this isn’t a true normal distribution of data (especially at the lower range), it is much closer, and importantly, close enough for some exploratory analyses.

In our future analyses, we will be working with the log-transformed data.

Practice

We found the mean of two individual genes TSPAN6 and TNMD. We also created boxplots for expression of all genes across individual samples.

In the next few code chunks, try to find the mean of a few more genes as well as a patient sample!

First, remind yourself what is in the expression matrix:

round(brca_expr_mat[1:10, 1:5],0)
##          TCGA-3C-AAAU TCGA-3C-AALI TCGA-3C-AALJ TCGA-3C-AALK TCGA-4H-AAAK
## TSPAN6            188          208         1005         1105          943
## TNMD                0            1           40            1            5
## DPM1              524          809          967          463          486
## SCYL3             325         1559          336          549          416
## C1orf112          124          275          242          218          179
## FGR                75          183          284          144          134
## CFH               348         1120         1031         1262         1508
## FUCA2             563         1100          872          863         1031
## GCLC              579          903          633          602          665
## NFYA             1409          757          730         1151          756

Each row of the matrix corresponds to a gene, and each column corresponds to a patient sample. The third row gives the expression values for the gene “DPM1” across the patient samples. The third column gives the expression values of all genes for a specific sample, “TCGA-3C-AALJ.”

# Replace "gene name" with the name of the gene you'd like to take the mean of
mean(brca_expr_mat["gene name",])
# Replace "patient sample" with the name of the patient sample you'd like to take the mean of
mean(brca_expr_mat[,"patient sample"])

In the next code chunk, apply the median function to the entire brca_expr_mat matrix.

# Replace xxxxxx with the name of the matrix, 
# replace yyyyyy with the function you would like to apply to the matrix, and
# replace N with 1 (for rows) or 2 (for columns). 

median.expr <- apply(xxxxxx, N, yyyyyy)
as.table(round(median.expr[1:25],0))

Now that we applied the median to brca_expr_mat and passed that into the object median.expr we can graph median.expr

hist(median.expr, breaks = 100, main="Distribution of Gene Expression Values", xlab = "Median Expression")

We see that most of the values are relatively small, like we saw with the matrix of average expression values in mean.expr.

Because of this, we will look at a histogram of values that are less than 2000. In the next code chunk, create an object median.expr.low that consists of values from median.expr that are less than 2000.

# Replace NNNN with the cutoff value 
median.expr.low <- median.expr[median.expr < NNNN]

Plot the values as a histogram to see the distribution.

# Replace xxxx with the name of the function
xxxx(median.expr.low, breaks = 100, main="Distribution of Gene Expression Values", xlab = "Median Expression")

How many values of median.expr are greater than 2000?

print(paste("Total number of values: ", length(median.expr))) 
print(paste("Number of values > 2000:",sum(median.expr>2000))) 
print(paste("Pencentage of values > 2000:",round(sum(median.expr>2000)/length(median.expr)*100,1)))

Similar to what we found with the average or mean expression, we see that there are very few high numbers. This is another indication that our data is highly skewed.

Apply the median function across the log-transformed expression matrix brca_expr_mat.log to see check that the data is more normally distributed or bell-shaped.

median.expr <- apply(brca_expr_mat.log, 1, median)

# Replace the word matrix with the matrix we want to graph

hist(median.expr, breaks=100)

Great work!

Now that we’ve gained some experience working with expression data, we can move onto the next activity and look for interesting patterns.