
R version 2.10.1 (2009-12-14)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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> source("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Clinical_Clusters_onlysig.81.4078/Clusters2ClinicalAnalysis_nozzle_onlysig.R")
> result <- main("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Clinical_Clusters_onlysig.81.4078/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac-genepattern/jobResults/395531/LGG-TP.mutsig.cluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_clinicalDataPickerPipeline/LGG-TP/3132679/1.GDAC_clinicalDataPicker.Finished/LGG-TP.clin.merged.picked.txt", "-fF=ALL", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=1", "-cQ=0.25", "-MF=ONLYSIG", "-oT=", "-nV=Nozzle.R1", "-OP=MUTSIG", "-iT=", "-iX=")
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"  "-oT="
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  

nPatients in clinical file=208, in cluster file=217, common to both=204
[1]  37 204
[1] "IDH1 MUTATION ANALYSIS"
[1] 3
  IDH1 MUTATED IDH1 WILD-TYPE 
           157             47 
  IDH1 MUTATED IDH1 WILD-TYPE 
           157             47 
[1] "IDH2 MUTATION ANALYSIS"
[1] 3
  IDH2 MUTATED IDH2 WILD-TYPE 
             8            196 
  IDH2 MUTATED IDH2 WILD-TYPE 
             8            196 
[1] "IL32 MUTATION ANALYSIS"
[1] 3
  IL32 MUTATED IL32 WILD-TYPE 
             5            199 
  IL32 MUTATED IL32 WILD-TYPE 
             5            199 
[1] "TP53 MUTATION ANALYSIS"
[1] 3
  TP53 MUTATED TP53 WILD-TYPE 
           105             99 
  TP53 MUTATED TP53 WILD-TYPE 
           105             99 
[1] "PIK3R1 MUTATION ANALYSIS"
[1] 3
  PIK3R1 MUTATED PIK3R1 WILD-TYPE 
              14              190 
  PIK3R1 MUTATED PIK3R1 WILD-TYPE 
              14              190 
[1] "PIK3CA MUTATION ANALYSIS"
[1] 3
  PIK3CA MUTATED PIK3CA WILD-TYPE 
              19              185 
  PIK3CA MUTATED PIK3CA WILD-TYPE 
              19              185 
[1] "ATRX MUTATION ANALYSIS"
[1] 3
  ATRX MUTATED ATRX WILD-TYPE 
            87            117 
  ATRX MUTATED ATRX WILD-TYPE 
            87            117 
[1] "FUBP1 MUTATION ANALYSIS"
[1] 3
  FUBP1 MUTATED FUBP1 WILD-TYPE 
             22             182 
  FUBP1 MUTATED FUBP1 WILD-TYPE 
             22             182 
[1] "CIC MUTATION ANALYSIS"
[1] 3
  CIC MUTATED CIC WILD-TYPE 
           40           164 
  CIC MUTATED CIC WILD-TYPE 
           40           164 
[1] "NOTCH1 MUTATION ANALYSIS"
[1] 3
  NOTCH1 MUTATED NOTCH1 WILD-TYPE 
              18              186 
  NOTCH1 MUTATED NOTCH1 WILD-TYPE 
              18              186 
[1] "PTEN MUTATION ANALYSIS"
[1] 3
  PTEN MUTATED PTEN WILD-TYPE 
            11            193 
  PTEN MUTATED PTEN WILD-TYPE 
            11            193 
[1] "NF1 MUTATION ANALYSIS"
[1] 3
  NF1 MUTATED NF1 WILD-TYPE 
           15           189 
  NF1 MUTATED NF1 WILD-TYPE 
           15           189 
[1] "ZNF844 MUTATION ANALYSIS"
[1] 3
  ZNF844 MUTATED ZNF844 WILD-TYPE 
               4              200 
  ZNF844 MUTATED ZNF844 WILD-TYPE 
               4              200 
[1] "TCF12 MUTATION ANALYSIS"
[1] 3
  TCF12 MUTATED TCF12 WILD-TYPE 
              9             195 
  TCF12 MUTATED TCF12 WILD-TYPE 
              9             195 
[1] "ZBTB20 MUTATION ANALYSIS"
[1] 3
  ZBTB20 MUTATED ZBTB20 WILD-TYPE 
               8              196 
  ZBTB20 MUTATED ZBTB20 WILD-TYPE 
               8              196 
[1] "TIMD4 MUTATION ANALYSIS"
[1] 3
  TIMD4 MUTATED TIMD4 WILD-TYPE 
              5             199 
  TIMD4 MUTATED TIMD4 WILD-TYPE 
              5             199 
[1] "CREBZF MUTATION ANALYSIS"
[1] 3
  CREBZF MUTATED CREBZF WILD-TYPE 
               4              200 
  CREBZF MUTATED CREBZF WILD-TYPE 
               4              200 
[1] "ZNF57 MUTATION ANALYSIS"
[1] 3
  ZNF57 MUTATED ZNF57 WILD-TYPE 
              6             198 
  ZNF57 MUTATED ZNF57 WILD-TYPE 
              6             198 
[1] "ARID1A MUTATION ANALYSIS"
[1] 3
  ARID1A MUTATED ARID1A WILD-TYPE 
              11              193 
  ARID1A MUTATED ARID1A WILD-TYPE 
              11              193 
[1] "EGFR MUTATION ANALYSIS"
[1] 3
  EGFR MUTATED EGFR WILD-TYPE 
            10            194 
  EGFR MUTATED EGFR WILD-TYPE 
            10            194 
[1] "EMG1 MUTATION ANALYSIS"
[1] 3
  EMG1 MUTATED EMG1 WILD-TYPE 
             4            200 
  EMG1 MUTATED EMG1 WILD-TYPE 
             4            200 
[1] "PRAMEF11 MUTATION ANALYSIS"
[1] 3
  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE 
                 6                198 
  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE 
                 6                198 
[1] "PRDM9 MUTATION ANALYSIS"
[1] 3
  PRDM9 MUTATED PRDM9 WILD-TYPE 
              6             198 
  PRDM9 MUTATED PRDM9 WILD-TYPE 
              6             198 
[1] "NOX4 MUTATION ANALYSIS"
[1] 3
  NOX4 MUTATED NOX4 WILD-TYPE 
             5            199 
  NOX4 MUTATED NOX4 WILD-TYPE 
             5            199 
[1] "ANKRD30A MUTATION ANALYSIS"
[1] 3
  ANKRD30A MUTATED ANKRD30A WILD-TYPE 
                 8                196 
  ANKRD30A MUTATED ANKRD30A WILD-TYPE 
                 8                196 
[1] "MUC7 MUTATION ANALYSIS"
[1] 3
  MUC7 MUTATED MUC7 WILD-TYPE 
             4            200 
  MUC7 MUTATED MUC7 WILD-TYPE 
             4            200 
[1] "PAX4 MUTATION ANALYSIS"
[1] 3
  PAX4 MUTATED PAX4 WILD-TYPE 
             5            199 
  PAX4 MUTATED PAX4 WILD-TYPE 
             5            199 
[1] "ZNF845 MUTATION ANALYSIS"
[1] 3
  ZNF845 MUTATED ZNF845 WILD-TYPE 
               6              198 
  ZNF845 MUTATED ZNF845 WILD-TYPE 
               6              198 
[1] "C15ORF2 MUTATION ANALYSIS"
[1] 3
  C15ORF2 MUTATED C15ORF2 WILD-TYPE 
                8               196 
  C15ORF2 MUTATED C15ORF2 WILD-TYPE 
                8               196 
[1] "SPDYE5 MUTATION ANALYSIS"
[1] 3
  SPDYE5 MUTATED SPDYE5 WILD-TYPE 
               3              201 
  SPDYE5 MUTATED SPDYE5 WILD-TYPE 
               3              201 
[1] "SCAF1 MUTATION ANALYSIS"
[1] 3
  SCAF1 MUTATED SCAF1 WILD-TYPE 
              4             200 
  SCAF1 MUTATED SCAF1 WILD-TYPE 
              4             200 
[1] "FSTL5 MUTATION ANALYSIS"
[1] 3
  FSTL5 MUTATED FSTL5 WILD-TYPE 
              6             198 
  FSTL5 MUTATED FSTL5 WILD-TYPE 
              6             198 
[1] "C9ORF79 MUTATION ANALYSIS"
[1] 3
  C9ORF79 MUTATED C9ORF79 WILD-TYPE 
                8               196 
  C9ORF79 MUTATED C9ORF79 WILD-TYPE 
                8               196 
[1] "ZCCHC12 MUTATION ANALYSIS"
[1] 3
  ZCCHC12 MUTATED ZCCHC12 WILD-TYPE 
                3               201 
  ZCCHC12 MUTATED ZCCHC12 WILD-TYPE 
                3               201 
[1] "SMARCA4 MUTATION ANALYSIS"
[1] 3
  SMARCA4 MUTATED SMARCA4 WILD-TYPE 
               12               192 
  SMARCA4 MUTATED SMARCA4 WILD-TYPE 
               12               192 
[1] "MYH4 MUTATION ANALYSIS"
[1] 3
  MYH4 MUTATED MYH4 WILD-TYPE 
             5            199 
  MYH4 MUTATED MYH4 WILD-TYPE 
             5            199 
[1] "TRDN MUTATION ANALYSIS"
[1] 3
  TRDN MUTATED TRDN WILD-TYPE 
             3            201 
  TRDN MUTATED TRDN WILD-TYPE 
             3            201 
[1] "data2feature, selection=ALL"
 [1] "YEARSTOBIRTH"                          
 [2] "DAYSTODEATH"                           
 [3] "DAYSTOLASTFOLLOWUP"                    
 [4] "VITALSTATUS"                           
 [5] "DCCUPLOADDATE"                         
 [6] "PRIMARYSITEOFDESEASE"                  
 [7] "GENDER"                                
 [8] "DATEOFINITIALPATHOLOGICDIAGNOSIS"      
 [9] "DAYSTOLASTKNOWNALIVE"                  
[10] "KARNOFSKYPERFORMANCESCORE"             
[11] "HISTOLOGICALTYPE"                      
[12] "HISTOLOGICCLASSIFICATION"              
[13] "RADIATIONS.RADIATION.REGIMENINDICATION"
[14] "BATCHNUMBER"                           

Input Data has 14 rows and 204 columns.

[1] "Batch" "14"   
[1] "Last Follow UP"
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
         143          234         1335          481          323         1965 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
         857            3          638          289          194          538 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
         725          546          378          257          229          243 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
         224          200         2977         1786         1726         1458 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
        1594         1419         1526         1354          404         1614 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
         607          968          921          438          244          547 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
         442          530           NA          407          257          207 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 
        5546          576          531          460         6423         1219 
TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 
         682         1491         2286         1401           NA           37 
TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 
        2660          213          354           NA          605          511 
TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 
        2875         3469          242          234           NA           NA 
TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 
        4752         4205           NA           NA           NA           NA 
TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 
        2761           NA          800           NA           NA         2868 
TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 
          NA           NA           NA           NA         1834           NA 
TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 
        1277           84           NA          121          197          201 
TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 
         184           67           97          107         1525         2051 
TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 
        1251         2432         1762         4084         2378         2907 
TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 
        3978          160          787          407          377          979 
TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 
         220          189          142          102          126          467 
TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 
         124          802          233          283           27          105 
TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 
         100           69          121          215           96          199 
TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 
           4            3          146          238          268            4 
TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 
           1          503          114          446          199          194 
TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 
          13         2231         1800         1644         4687          121 
TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 
          94          907          705         3283          139          526 
TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 
          NA          671         1399         1706           NA          434 
TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7687 TCGA-HT-7688 
         494           23          184         1300           NA          964 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 
         124            3            3           90          533          210 
TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 
         442          118         1189            7         1540           15 
TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 
        1130           10            4           98          162           89 
TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 
          51           50          469          286          654         1004 
TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 
         372          180           14           76          120          142 
TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 
           7          900          118          608          409          141 
TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
         165          854          285           13           NA          909 
Variable 1:'AGE':	nDistinctValues=52,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 2:'DAYSTODEATH':	nDistinctValues=49,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 3:'DAYSTOLASTFOLLOWUP':	nDistinctValues=164,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 4:'VITALSTATUS':	nDistinctValues=2,	numeric=TRUE,	binary=TRUE,	exclude=FALSE.
Variable 5:'DCCUPLOADDAY':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 6:'PRIMARY.SITE.OF.DISEASE':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 7:'GENDER':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'DAYOFINITIALPATHOLOGICDIAGNOSIS':	nDistinctValues=20,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 9:'DAYSTOLASTKNOWNALIVE':	nDistinctValues=152,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 10:'KARNOFSKY.PERFORMANCE.SCORE':	nDistinctValues=6,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 11:'HISTOLOGICAL.TYPE':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 12:'HISTOLOGICCLASSIFICATION':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 13:'RADIATIONS.RADIATION.REGIMENINDICATION':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 14:'BATCH.NUMBER':	nDistinctValues=9,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
[1] "rownames(nsurv.mat)"
[1] "AGE"                                   
[2] "GENDER"                                
[3] "KARNOFSKY.PERFORMANCE.SCORE"           
[4] "HISTOLOGICAL.TYPE"                     
[5] "HISTOLOGICCLASSIFICATION"              
[6] "RADIATIONS.RADIATION.REGIMENINDICATION"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 204 columns, 1 survival variables, and 6 non-survival variables.
AGE, nv=52, binary=FALSE, numeric=TRUE
GENDER, nv=2, binary=FALSE, numeric=FALSE
KARNOFSKY.PERFORMANCE.SCORE, nv=6, binary=FALSE, numeric=TRUE
HISTOLOGICAL.TYPE, nv=3, binary=FALSE, numeric=FALSE
HISTOLOGICCLASSIFICATION, nv=2, binary=FALSE, numeric=FALSE
RADIATIONS.RADIATION.REGIMENINDICATION, nv=2, binary=FALSE, numeric=FALSE

Clustering(1) Variable = IDH1 MUTATION ANALYSIS
D1V1, survival
                sevent
clus2              0   1
  IDH1 MUTATED   124  32
  IDH1 WILD-TYPE  30  17
  IDH1 MUTATED IDH1 WILD-TYPE 
           156             47 
  IDH1 MUTATED IDH1 WILD-TYPE 
            32             17 
$`IDH1 MUTATED`
TCGA-CS-4938 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 TCGA-CS-5393 
        4.70        43.89        15.81        10.62        64.60        28.18 
TCGA-CS-5394 TCGA-CS-5396 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 
        0.10         9.50        17.95        12.43         8.45         7.53 
TCGA-CS-6668 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.99         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5851 TCGA-DU-5853 TCGA-DU-5855 
       30.28        14.40         8.02        17.42        13.38         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 
      182.33        18.94        17.46        15.12        40.08        22.42 
TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 
       49.02        75.16        46.06        65.72         1.22        87.45 
TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7007 TCGA-DU-7008 
       94.52       114.05         7.96         7.69        62.96       156.23 
TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 
      138.25        14.99       105.21       117.40        90.77        30.67 
TCGA-DU-7019 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 
       26.30        94.29        18.90        43.99        62.01        25.91 
TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8166 
       60.30        23.31        41.98         6.48         6.61         2.20 
TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 
        3.19         3.52        50.14        67.43        41.13        79.96 
TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 
       57.93       134.27        95.57       130.78         5.26        25.87 
TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-7634 
       12.39        32.19         6.21         4.67         3.35        15.35 
TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-8182 TCGA-FG-8185 
        4.08        26.37         7.66         9.30         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 
        3.98         7.07         3.16         6.54         0.13         0.10 
TCGA-HT-7468 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 
        4.80         8.81         0.13         0.03        16.54         3.75 
TCGA-HT-7475 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 
       14.66         6.38         0.43        73.35        59.18        54.05 
TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 
      154.09         3.98         3.09        29.82        23.18       107.93 
TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 
        4.57        17.29         3.16        22.06        45.99        56.09 
TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 
        0.23        14.27        16.24         6.05        42.74        31.69 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 
        4.08         0.10         2.96        17.52         6.90        14.53 
TCGA-HT-7855 TCGA-HT-7858 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 
        3.88        50.63        37.15         0.33         0.13         3.22 
TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-8010 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8105 
        5.33         2.93         1.64         9.40        21.50         5.92 
TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8111 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 
        2.50         3.95         0.23         3.88        19.99        13.45 
TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        4.64         5.42         9.37         0.43        18.97        29.88 

$`IDH1 WILD-TYPE`
TCGA-CS-4941 TCGA-CS-5395 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 TCGA-CS-6669 
        7.69        20.98         6.38        17.69        23.84         7.36 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DU-5847 TCGA-DU-5849 TCGA-DU-5852 TCGA-DU-5854 
       19.96        31.82        17.98        14.53         6.74         8.45 
TCGA-DU-6392 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 
      211.17         7.00        11.64       133.74        19.89        16.80 
TCGA-DU-7006 TCGA-DU-7013 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7309 TCGA-DU-8158 
       11.47         8.84        10.36         7.96         2.76         5.10 
TCGA-DU-8162 TCGA-DU-8165 TCGA-E1-5318 TCGA-FG-5963 TCGA-FG-6688 TCGA-FG-6692 
        3.98         6.05        78.18        13.38         7.23         4.14 
TCGA-FG-7643 TCGA-FG-8181 TCGA-HT-7469 TCGA-HT-7476 TCGA-HT-7680 TCGA-HT-7691 
        0.89         3.45         7.82         6.54         0.76         0.10 
TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7860 TCGA-HT-7882 TCGA-HT-8011 TCGA-HT-8019 
       39.09         0.23         0.49         1.68        15.42        33.01 
TCGA-HT-8104 TCGA-HT-8107 TCGA-HT-8110 TCGA-HT-8113 TCGA-HW-7491 
       12.23         0.46         4.67        29.59        28.08 

  IDH1 MUTATED IDH1 WILD-TYPE 
          0.03           0.10 
  IDH1 MUTATED IDH1 WILD-TYPE 
        182.33         211.17 
  IDH1 MUTATED IDH1 WILD-TYPE 
        15.235          8.450 
[1] "0.0 - 182.3 (15.2)" "0.1 - 211.2 (8.4)" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"IDH1 WILD-TYPE"   "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"IDH1 WILD-TYPE"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"IDH1 WILD-TYPE" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
  "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"IDH1 WILD-TYPE" "IDH1 WILD-TYPE"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"IDH1 WILD-TYPE"   "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"IDH1 WILD-TYPE"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"IDH1 WILD-TYPE" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
  "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"IDH1 WILD-TYPE" "IDH1 WILD-TYPE"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"IDH1 WILD-TYPE"   "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"IDH1 WILD-TYPE"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"IDH1 WILD-TYPE" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
  "IDH1 MUTATED" "IDH1 WILD-TYPE" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
  "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"IDH1 WILD-TYPE" "IDH1 WILD-TYPE"   "IDH1 MUTATED" "IDH1 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"IDH1 WILD-TYPE"   "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
  "IDH1 MUTATED"   "IDH1 MUTATED" "IDH1 WILD-TYPE"   "IDH1 MUTATED" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
  "IDH1 MUTATED"   "IDH1 MUTATED"   "IDH1 MUTATED" 
[1] "hr=" "3"  
D1V2, continuous
D1V3, binary
                cls
clus              0  1
  IDH1 MUTATED   59 98
  IDH1 WILD-TYPE 27 20
[1] "tbl2"
                cls
clus             [,1] [,2]
  IDH1 MUTATED     59   98
  IDH1 WILD-TYPE   27   20
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  FEMALE           59             27
  MALE             98             20
D1V4, continuous
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  IDH1 MUTATED            38               45                73
  IDH1 WILD-TYPE          23                8                16
D1V5, multiclass
                   clus
vv                  IDH1 MUTATED IDH1 WILD-TYPE
  ASTROCYTOMA                 38             23
  OLIGOASTROCYTOMA            45              8
  OLIGODENDROGLIOMA           73             16
D1V6, binary
                cls
clus              0  1
  IDH1 MUTATED   82 74
  IDH1 WILD-TYPE 11 36
[1] "tbl2"
                cls
clus             [,1] [,2]
  IDH1 MUTATED     82   74
  IDH1 WILD-TYPE   11   36
           clus
vv          IDH1 MUTATED IDH1 WILD-TYPE
  GRADE II            82             11
  GRADE III           74             36
D1V7, binary
                cls
clus              0  1
  IDH1 MUTATED   81 76
  IDH1 WILD-TYPE 22 25
[1] "tbl2"
                cls
clus             [,1] [,2]
  IDH1 MUTATED     81   76
  IDH1 WILD-TYPE   22   25
     clus
vv    IDH1 MUTATED IDH1 WILD-TYPE
  NO            81             22
  YES           76             25

Clustering(2) Variable = IDH2 MUTATION ANALYSIS
D2V1, survival
                sevent
clus2              0   1
  IDH2 MUTATED     7   1
  IDH2 WILD-TYPE 147  48
  IDH2 MUTATED IDH2 WILD-TYPE 
             8            195 
  IDH2 MUTATED IDH2 WILD-TYPE 
             1             48 
$`IDH2 MUTATED`
TCGA-DH-5141 TCGA-DU-5849 TCGA-DU-7309 TCGA-E1-5318 TCGA-HT-7476 TCGA-HT-7856 
       31.82        14.53         2.76        78.18         6.54        39.09 
TCGA-HT-8113 TCGA-HW-7491 
       29.59        28.08 

$`IDH2 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5851 
       19.96        30.28        14.40         8.02        17.98        17.42 
TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 TCGA-DU-5871 
        6.74        13.38         8.45         6.81       182.33        18.94 
TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 
       17.46        15.12       211.17        40.08        22.42        49.02 
TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 
       75.16        46.06        65.72         1.22        87.45         7.00 
TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 
       11.64       133.74        19.89        16.80        94.52       114.05 
TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 
        7.96         7.69        11.47        62.96       156.23       138.25 
TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 
       14.99       105.21         8.84       117.40        90.77        30.67 
TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 
       26.30        10.36         7.96        94.29        18.90        43.99 
TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-8158 
       62.01        25.91        60.30        23.31        41.98         5.10 
TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 
        3.98         6.48         6.61         6.05         2.20         3.19 
TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 
        3.52        50.14        67.43        41.13        79.96        57.93 
TCGA-E1-5311 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 
      134.27        95.57       130.78         5.26        25.87        13.38 
TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 
       12.39        32.19         7.23         6.21         4.67         3.35 
TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 
        4.14        15.35         4.08        26.37         7.66         9.30 
TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 
        0.89         3.45         3.29         2.27         3.98         7.07 
TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 
        3.16         6.54         0.13         0.10         4.80         7.82 
TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 
        8.81         0.13         0.03        16.54         3.75        14.66 
TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 
        6.38         0.43        73.35        59.18        54.05       154.09 
TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 
        3.98         3.09        29.82        23.18       107.93         4.57 
TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 
       17.29         3.16        22.06        45.99        56.09         0.23 
TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 
       14.27        16.24         0.76         6.05        42.74        31.69 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 
        4.08         0.10         0.10         2.96        17.52         6.90 
TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 
       14.53         3.88         0.23        50.63         0.49        37.15 
TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 
        0.33         0.13         3.22         5.33         2.93         1.68 
TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 
        1.64        15.42         9.40        21.50        33.01        12.23 
TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 
        5.92         0.46         2.50         3.95         4.67         0.23 
TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7493 
        3.88        19.99        13.45         4.64         5.42         9.37 
TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        0.43        18.97        29.88 

  IDH2 MUTATED IDH2 WILD-TYPE 
          2.76           0.03 
  IDH2 MUTATED IDH2 WILD-TYPE 
         78.18         211.17 
  IDH2 MUTATED IDH2 WILD-TYPE 
        28.835         13.380 
[1] "2.8 - 78.2 (28.8)"  "0.0 - 211.2 (13.4)"
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE"   "IDH2 MUTATED" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"IDH2 WILD-TYPE"   "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"IDH2 WILD-TYPE"   "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE"   "IDH2 MUTATED" "IDH2 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE"   "IDH2 MUTATED" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"IDH2 WILD-TYPE"   "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"IDH2 WILD-TYPE"   "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE"   "IDH2 MUTATED" "IDH2 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE"   "IDH2 MUTATED" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"IDH2 WILD-TYPE"   "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"IDH2 WILD-TYPE"   "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
  "IDH2 MUTATED" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE"   "IDH2 MUTATED" "IDH2 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
[1] "hr=" "1.9"
D2V2, continuous
D2V3, binary
                cls
clus               0   1
  IDH2 MUTATED     3   5
  IDH2 WILD-TYPE  83 113
[1] "tbl2"
                cls
clus             [,1] [,2]
  IDH2 MUTATED      3    5
  IDH2 WILD-TYPE   83  113
        clus
vv       IDH2 MUTATED IDH2 WILD-TYPE
  FEMALE            3             83
  MALE              5            113
D2V4, continuous
[1] "Remove cluster labels:" "IDH2 MUTATED"          
clus
  IDH2 MUTATED IDH2 WILD-TYPE 
             2             91 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5395 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186     TCGA-CS-6188 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666     TCGA-CS-6667 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-CS-6668     TCGA-CS-6669     TCGA-DB-5274     TCGA-DH-5140 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5851 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5852     TCGA-DU-5853     TCGA-DU-5854     TCGA-DU-5855 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-5870     TCGA-DU-5871     TCGA-DU-5874     TCGA-DU-6396 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6407 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-7011     TCGA-DU-7013 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7014     TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299     TCGA-DU-7300 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304     TCGA-DU-7306 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-8158     TCGA-DU-8162     TCGA-DU-8163     TCGA-DU-8165 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-E1-5319     TCGA-E1-5322     TCGA-FG-5963     TCGA-FG-5965 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-7636     TCGA-FG-7638     TCGA-FG-8181     TCGA-FG-8185 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-FG-8186     TCGA-FG-8187     TCGA-FG-8188     TCGA-HT-7468 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7470     TCGA-HT-7475     TCGA-HT-7485     TCGA-HT-7607 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7689     TCGA-HT-7692     TCGA-HT-7693 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
    TCGA-HT-7694     TCGA-HT-7875     TCGA-IK-7675 
"IDH2 WILD-TYPE" "IDH2 WILD-TYPE" "IDH2 WILD-TYPE" 
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  IDH2 MUTATED             1                0                 7
  IDH2 WILD-TYPE          60               53                82
D2V5, multiclass
                   clus
vv                  IDH2 MUTATED IDH2 WILD-TYPE
  ASTROCYTOMA                  1             60
  OLIGOASTROCYTOMA             0             53
  OLIGODENDROGLIOMA            7             82
D2V6, binary
                cls
clus               0   1
  IDH2 MUTATED     5   3
  IDH2 WILD-TYPE  88 107
[1] "tbl2"
                cls
clus             [,1] [,2]
  IDH2 MUTATED      5    3
  IDH2 WILD-TYPE   88  107
           clus
vv          IDH2 MUTATED IDH2 WILD-TYPE
  GRADE II             5             88
  GRADE III            3            107
D2V7, binary
                cls
clus              0  1
  IDH2 MUTATED    5  3
  IDH2 WILD-TYPE 98 98
[1] "tbl2"
                cls
clus             [,1] [,2]
  IDH2 MUTATED      5    3
  IDH2 WILD-TYPE   98   98
     clus
vv    IDH2 MUTATED IDH2 WILD-TYPE
  NO             5             98
  YES            3             98

Clustering(3) Variable = IL32 MUTATION ANALYSIS
D3V1, survival
                sevent
clus2              0   1
  IL32 MUTATED     3   2
  IL32 WILD-TYPE 151  47
  IL32 MUTATED IL32 WILD-TYPE 
             5            198 
  IL32 MUTATED IL32 WILD-TYPE 
             2             47 
$`IL32 MUTATED`
TCGA-CS-5394 TCGA-DU-7018 TCGA-DU-7292 TCGA-DU-8165 TCGA-FG-8187 
        0.10        30.67         7.96         6.05         7.07 

$`IL32 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 
       28.18        20.98         9.50         6.38        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 
       17.95        12.43         8.45         7.53         7.99         7.36 
TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 
        6.58        97.87        58.72        56.75        47.93        52.41 
TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 
       46.65        50.17        44.52        13.28        53.06        19.96 
TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 
       31.82        30.28        14.40         8.02        17.98        14.53 
TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 
       17.42         6.74        13.38         8.45         6.81       182.33 
TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 TCGA-DU-6394 
       18.94        17.46        15.12       211.17        40.08        22.42 
TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 
       49.02        75.16        46.06        65.72         1.22        87.45 
TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 
        7.00        11.64       133.74        19.89        16.80        94.52 
TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 
      114.05         7.96         7.69        11.47        62.96       156.23 
TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 
      138.25        14.99       105.21         8.84       117.40        90.77 
TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 
       26.30        10.36        94.29        18.90        43.99        62.01 
TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 
       25.91        60.30        23.31        41.98         2.76         5.10 
TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 
        3.98         6.48         6.61         2.20         3.19         3.52 
TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 
       50.14        67.43        41.13        79.96        57.93       134.27 
TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 
       78.18        95.57       130.78         5.26        25.87        13.38 
TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 
       12.39        32.19         7.23         6.21         4.67         3.35 
TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 
        4.14        15.35         4.08        26.37         7.66         9.30 
TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8188 
        0.89         3.45         3.29         2.27         3.98         3.16 
TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 
        6.54         0.13         0.10         4.80         7.82         8.81 
TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 
        0.13         0.03        16.54         3.75        14.66         6.54 
TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 
        6.38         0.43        73.35        59.18        54.05       154.09 
TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 
        3.98         3.09        29.82        23.18       107.93         4.57 
TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 
       17.29         3.16        22.06        45.99        56.09         0.23 
TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 
       14.27        16.24         0.76         6.05        42.74        31.69 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 
        4.08         0.10         0.10         2.96        17.52         6.90 
TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 
       14.53         3.88        39.09         0.23        50.63         0.49 
TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 
       37.15         0.33         0.13         3.22         5.33         2.93 
TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 
        1.68         1.64        15.42         9.40        21.50        33.01 
TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 
       12.23         5.92         0.46         2.50         3.95         4.67 
TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 
        0.23        29.59         3.88        19.99        13.45         4.64 
TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        5.42        28.08         9.37         0.43        18.97        29.88 

  IL32 MUTATED IL32 WILD-TYPE 
          0.10           0.03 
  IL32 MUTATED IL32 WILD-TYPE 
         30.67         211.17 
  IL32 MUTATED IL32 WILD-TYPE 
         7.070         14.335 
[1] "0.1 - 30.7 (7.1)"   "0.0 - 211.2 (14.3)"
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE"   "IL32 MUTATED" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"IL32 WILD-TYPE"   "IL32 MUTATED" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
  "IL32 MUTATED" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"IL32 WILD-TYPE" "IL32 WILD-TYPE"   "IL32 MUTATED" "IL32 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE"   "IL32 MUTATED" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE"   "IL32 MUTATED" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"IL32 WILD-TYPE"   "IL32 MUTATED" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
  "IL32 MUTATED" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"IL32 WILD-TYPE" "IL32 WILD-TYPE"   "IL32 MUTATED" "IL32 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE"   "IL32 MUTATED" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE"   "IL32 MUTATED" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"IL32 WILD-TYPE"   "IL32 MUTATED" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
  "IL32 MUTATED" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"IL32 WILD-TYPE" "IL32 WILD-TYPE"   "IL32 MUTATED" "IL32 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE"   "IL32 MUTATED" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"IL32 WILD-TYPE" "IL32 WILD-TYPE" "IL32 WILD-TYPE" 
[1] "hr=" "5.6"
D3V2, continuous
D3V3, binary
                cls
clus               0   1
  IL32 MUTATED     2   3
  IL32 WILD-TYPE  84 115
[1] "tbl2"
                cls
clus             [,1] [,2]
  IL32 MUTATED      2    3
  IL32 WILD-TYPE   84  115
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  FEMALE            2             84
  MALE              3            115
D3V4, continuous
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  IL32 MUTATED             2                1                 2
  IL32 WILD-TYPE          59               52                87
D3V5, multiclass
                   clus
vv                  IL32 MUTATED IL32 WILD-TYPE
  ASTROCYTOMA                  2             59
  OLIGOASTROCYTOMA             1             52
  OLIGODENDROGLIOMA            2             87
D3V6, binary
                cls
clus               0   1
  IL32 MUTATED     1   4
  IL32 WILD-TYPE  92 106
[1] "tbl2"
                cls
clus             [,1] [,2]
  IL32 MUTATED      1    4
  IL32 WILD-TYPE   92  106
           clus
vv          IL32 MUTATED IL32 WILD-TYPE
  GRADE II             1             92
  GRADE III            4            106
D3V7, binary
                cls
clus               0   1
  IL32 MUTATED     0   5
  IL32 WILD-TYPE 103  96
[1] "tbl2"
                cls
clus             [,1] [,2]
  IL32 MUTATED      0    5
  IL32 WILD-TYPE  103   96
     clus
vv    IL32 MUTATED IL32 WILD-TYPE
  NO             0            103
  YES            5             96

Clustering(4) Variable = TP53 MUTATION ANALYSIS
D4V1, survival
                sevent
clus2             0  1
  TP53 MUTATED   80 25
  TP53 WILD-TYPE 74 24
  TP53 MUTATED TP53 WILD-TYPE 
           105             98 
  TP53 MUTATED TP53 WILD-TYPE 
            25             24 
$`TP53 MUTATED`
TCGA-CS-4938 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-5393 TCGA-CS-5396 TCGA-CS-6290 
        4.70        43.89        15.81        28.18         9.50        17.95 
TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5275 
       12.43         8.45         7.53        97.87        58.72        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 TCGA-DH-5142 
       52.41        46.65        13.28        53.06        19.96        30.28 
TCGA-DH-5143 TCGA-DU-5851 TCGA-DU-5853 TCGA-DU-5855 TCGA-DU-5871 TCGA-DU-5872 
       14.40        17.42        13.38         6.81        18.94        17.46 
TCGA-DU-6392 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6399 TCGA-DU-6401 TCGA-DU-6407 
      211.17        49.02        75.16        65.72        87.45        94.52 
TCGA-DU-6408 TCGA-DU-6542 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7010 TCGA-DU-7011 
      114.05         7.69        62.96       156.23        14.99       105.21 
TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7019 TCGA-DU-7298 TCGA-DU-7299 
        8.84       117.40        90.77        26.30        18.90        43.99 
TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8163 
       62.01        25.91        23.31        41.98         2.76         6.48 
TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 
        6.05         2.20         3.19        50.14        67.43        41.13 
TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5322 TCGA-FG-5963 TCGA-FG-5965 TCGA-FG-6689 
       79.96        57.93       130.78        13.38        32.19         6.21 
TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-7636 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8188 
        4.67         3.35         4.08         3.29         2.27         3.16 
TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7472 TCGA-HT-7473 
        6.54         0.13         7.82         8.81         0.03        16.54 
TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7482 
        3.75        14.66         6.54         6.38         0.43        54.05 
TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 
      154.09         3.98         3.09        29.82        23.18       107.93 
TCGA-HT-7606 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 
       17.29        45.99        56.09        42.74        31.69         4.08 
TCGA-HT-7690 TCGA-HT-7693 TCGA-HT-7855 TCGA-HT-7858 TCGA-HT-7879 TCGA-HT-7880 
        0.10        17.52         3.88        50.63         3.22         5.33 
TCGA-HT-8018 TCGA-HT-8105 TCGA-HT-8108 TCGA-HT-8111 TCGA-HT-8114 TCGA-HW-7489 
       21.50         5.92         2.50         0.23         3.88         4.64 
TCGA-HW-7490 TCGA-HW-7493 TCGA-IK-7675 
        5.42         9.37        18.97 

$`TP53 WILD-TYPE`
TCGA-CS-4941 TCGA-CS-4944 TCGA-CS-5390 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5397 
        7.69        10.62        64.60         0.10        20.98         6.38 
TCGA-CS-6186 TCGA-CS-6188 TCGA-CS-6668 TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5274 
       17.69        23.84         7.99         7.36         6.58        56.75 
TCGA-DB-5278 TCGA-DB-5279 TCGA-DH-5141 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 
       50.17        44.52        31.82         8.02        17.98        14.53 
TCGA-DU-5852 TCGA-DU-5854 TCGA-DU-5870 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 
        6.74         8.45       182.33        15.12        40.08        22.42 
TCGA-DU-6397 TCGA-DU-6400 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 
       46.06         1.22         7.00        11.64       133.74        19.89 
TCGA-DU-6406 TCGA-DU-6410 TCGA-DU-7006 TCGA-DU-7009 TCGA-DU-7018 TCGA-DU-7290 
       16.80         7.96        11.47       138.25        30.67        10.36 
TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7302 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8164 
        7.96        94.29        60.30         5.10         3.98         6.61 
TCGA-DU-8168 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-EZ-7264 TCGA-FG-5962 
        3.52       134.27        78.18        95.57         5.26        25.87 
TCGA-FG-5964 TCGA-FG-6688 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7637 TCGA-FG-7638 
       12.39         7.23         4.14        15.35        26.37         7.66 
TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8186 TCGA-FG-8187 TCGA-HT-7467 
        9.30         0.89         3.45         3.98         7.07         0.10 
TCGA-HT-7468 TCGA-HT-7471 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7605 TCGA-HT-7607 
        4.80         0.13        73.35        59.18         4.57         3.16 
TCGA-HT-7608 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 
       22.06         0.23        14.27        16.24         0.76         6.05 
TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7856 TCGA-HT-7857 
        0.10         2.96         6.90        14.53        39.09         0.23 
TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7881 TCGA-HT-7882 
        0.49        37.15         0.33         0.13         2.93         1.68 
TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8107 
        1.64        15.42         9.40        33.01        12.23         0.46 
TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8113 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7491 
        3.95         4.67        29.59        19.99        13.45        28.08 
TCGA-HW-7495 TCGA-IK-8125 
        0.43        29.88 

  TP53 MUTATED TP53 WILD-TYPE 
          0.03           0.10 
  TP53 MUTATED TP53 WILD-TYPE 
        211.17         182.33 
  TP53 MUTATED TP53 WILD-TYPE 
         17.42           9.88 
[1] "0.0 - 211.2 (17.4)" "0.1 - 182.3 (9.9)" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
  "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
  "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
  "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
  "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
  "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
  "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
  "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
  "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"TP53 WILD-TYPE"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "TP53 MUTATED"   "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
  "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"TP53 WILD-TYPE" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
  "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" "TP53 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
  "TP53 MUTATED"   "TP53 MUTATED" "TP53 WILD-TYPE"   "TP53 MUTATED" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"TP53 WILD-TYPE"   "TP53 MUTATED" "TP53 WILD-TYPE" 
[1] "hr=" "1.5"
D4V2, continuous
D4V3, binary
                cls
clus              0  1
  TP53 MUTATED   39 66
  TP53 WILD-TYPE 47 52
[1] "tbl2"
                cls
clus             [,1] [,2]
  TP53 MUTATED     39   66
  TP53 WILD-TYPE   47   52
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  FEMALE           39             47
  MALE             66             52
D4V4, continuous
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  TP53 MUTATED            39               38                27
  TP53 WILD-TYPE          22               15                62
D4V5, multiclass
                   clus
vv                  TP53 MUTATED TP53 WILD-TYPE
  ASTROCYTOMA                 39             22
  OLIGOASTROCYTOMA            38             15
  OLIGODENDROGLIOMA           27             62
D4V6, binary
                cls
clus              0  1
  TP53 MUTATED   49 55
  TP53 WILD-TYPE 44 55
[1] "tbl2"
                cls
clus             [,1] [,2]
  TP53 MUTATED     49   55
  TP53 WILD-TYPE   44   55
           clus
vv          TP53 MUTATED TP53 WILD-TYPE
  GRADE II            49             44
  GRADE III           55             55
D4V7, binary
                cls
clus              0  1
  TP53 MUTATED   68 37
  TP53 WILD-TYPE 35 64
[1] "tbl2"
                cls
clus             [,1] [,2]
  TP53 MUTATED     68   37
  TP53 WILD-TYPE   35   64
     clus
vv    TP53 MUTATED TP53 WILD-TYPE
  NO            68             35
  YES           37             64

Clustering(5) Variable = PIK3R1 MUTATION ANALYSIS
D5V1, survival
                  sevent
clus2                0   1
  PIK3R1 MUTATED    11   3
  PIK3R1 WILD-TYPE 143  46
  PIK3R1 MUTATED PIK3R1 WILD-TYPE 
              14              189 
  PIK3R1 MUTATED PIK3R1 WILD-TYPE 
               3               46 
$`PIK3R1 MUTATED`
TCGA-CS-4942 TCGA-CS-4944 TCGA-CS-5394 TCGA-CS-6188 TCGA-DB-5279 TCGA-DU-5870 
       43.89        10.62         0.10        23.84        44.52       182.33 
TCGA-DU-6392 TCGA-DU-6394 TCGA-DU-7300 TCGA-FG-5962 TCGA-FG-8188 TCGA-HT-7481 
      211.17        22.42        62.01        25.87         3.16        59.18 
TCGA-HT-7608 TCGA-HT-7694 
       22.06         6.90 

$`PIK3R1 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4943 TCGA-CS-5390 TCGA-CS-5393 TCGA-CS-5395 
        4.70         7.69        15.81        64.60        28.18        20.98 
TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 
        9.50         6.38        17.69        17.95        12.43         8.45 
TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 
        7.53         7.99         7.36         6.58        97.87        58.72 
TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5280 
       56.75        47.93        52.41        46.65        50.17        13.28 
TCGA-DB-5281 TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 
       53.06        19.96        31.82        30.28        14.40         8.02 
TCGA-DU-5847 TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 
       17.98        14.53        17.42         6.74        13.38         8.45 
TCGA-DU-5855 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6395 
        6.81        18.94        17.46        15.12        40.08        49.02 
TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 
       75.16        46.06        65.72         1.22        87.45         7.00 
TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 
       11.64       133.74        19.89        16.80        94.52       114.05 
TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 
        7.96         7.69        11.47        62.96       156.23       138.25 
TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 
       14.99       105.21         8.84       117.40        90.77        30.67 
TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 
       26.30        10.36         7.96        94.29        18.90        43.99 
TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 
       25.91        60.30        23.31        41.98         2.76         5.10 
TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 
        3.98         6.48         6.61         6.05         2.20         3.19 
TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 
        3.52        50.14        67.43        41.13        79.96        57.93 
TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5963 
      134.27        78.18        95.57       130.78         5.26        13.38 
TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 
       12.39        32.19         7.23         6.21         4.67         3.35 
TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 
        4.14        15.35         4.08        26.37         7.66         9.30 
TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 
        0.89         3.45         3.29         2.27         3.98         7.07 
TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 
        6.54         0.13         0.10         4.80         7.82         8.81 
TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 
        0.13         0.03        16.54         3.75        14.66         6.54 
TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 
        6.38         0.43        73.35        54.05       154.09         3.98 
TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 
        3.09        29.82        23.18       107.93         4.57        17.29 
TCGA-HT-7607 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 
        3.16        45.99        56.09         0.23        14.27        16.24 
TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 
        0.76         6.05        42.74        31.69         4.08         0.10 
TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 
        0.10         2.96        17.52        14.53         3.88        39.09 
TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 
        0.23        50.63         0.49        37.15         0.33         0.13 
TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 
        3.22         5.33         2.93         1.68         1.64        15.42 
TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 
        9.40        21.50        33.01        12.23         5.92         0.46 
TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 
        2.50         3.95         4.67         0.23        29.59         3.88 
TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 
       19.99        13.45         4.64         5.42        28.08         9.37 
TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        0.43        18.97        29.88 

  PIK3R1 MUTATED PIK3R1 WILD-TYPE 
            0.10             0.03 
  PIK3R1 MUTATED PIK3R1 WILD-TYPE 
          211.17           156.23 
  PIK3R1 MUTATED PIK3R1 WILD-TYPE 
          24.855           13.280 
[1] "0.1 - 211.2 (24.9)" "0.0 - 156.2 (13.3)"
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
  "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE"   "PIK3R1 MUTATED" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" "PIK3R1 WILD-TYPE" 
[1] "hr=" "2.1"
D5V2, continuous
D5V3, binary
                  cls
clus                 0   1
  PIK3R1 MUTATED     4  10
  PIK3R1 WILD-TYPE  82 108
[1] "tbl2"
                  cls
clus               [,1] [,2]
  PIK3R1 MUTATED      4   10
  PIK3R1 WILD-TYPE   82  108
        clus
vv       PIK3R1 MUTATED PIK3R1 WILD-TYPE
  FEMALE              4               82
  MALE               10              108
D5V4, continuous
                  vv
clus               ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  PIK3R1 MUTATED             5                2                 7
  PIK3R1 WILD-TYPE          56               51                82
D5V5, multiclass
                   clus
vv                  PIK3R1 MUTATED PIK3R1 WILD-TYPE
  ASTROCYTOMA                    5               56
  OLIGOASTROCYTOMA               2               51
  OLIGODENDROGLIOMA              7               82
D5V6, binary
                  cls
clus                 0   1
  PIK3R1 MUTATED     6   8
  PIK3R1 WILD-TYPE  87 102
[1] "tbl2"
                  cls
clus               [,1] [,2]
  PIK3R1 MUTATED      6    8
  PIK3R1 WILD-TYPE   87  102
           clus
vv          PIK3R1 MUTATED PIK3R1 WILD-TYPE
  GRADE II               6               87
  GRADE III              8              102
D5V7, binary
                  cls
clus                0  1
  PIK3R1 MUTATED    7  7
  PIK3R1 WILD-TYPE 96 94
[1] "tbl2"
                  cls
clus               [,1] [,2]
  PIK3R1 MUTATED      7    7
  PIK3R1 WILD-TYPE   96   94
     clus
vv    PIK3R1 MUTATED PIK3R1 WILD-TYPE
  NO               7               96
  YES              7               94

Clustering(6) Variable = PIK3CA MUTATION ANALYSIS
D6V1, survival
                  sevent
clus2                0   1
  PIK3CA MUTATED    16   3
  PIK3CA WILD-TYPE 138  46
  PIK3CA MUTATED PIK3CA WILD-TYPE 
              19              184 
  PIK3CA MUTATED PIK3CA WILD-TYPE 
               3               46 
$`PIK3CA MUTATED`
TCGA-DU-6392 TCGA-DU-6405 TCGA-DU-7006 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8168 
      211.17        19.89        11.47         6.61         6.05         3.52 
TCGA-FG-5962 TCGA-FG-7634 TCGA-FG-8187 TCGA-HT-7468 TCGA-HT-7478 TCGA-HT-7481 
       25.87        15.35         7.07         4.80         6.38        59.18 
TCGA-HT-7605 TCGA-HT-7607 TCGA-HT-7620 TCGA-HT-7692 TCGA-HT-7874 TCGA-HT-7882 
        4.57         3.16        14.27         2.96        37.15         1.68 
TCGA-HW-7491 
       28.08 

$`PIK3CA WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 
      182.33        18.94        17.46        15.12        40.08        22.42 
TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 
       49.02        75.16        46.06        65.72         1.22        87.45 
TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 
        7.00        11.64       133.74        16.80        94.52       114.05 
TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 
        7.96         7.69        62.96       156.23       138.25        14.99 
TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 
      105.21         8.84       117.40        90.77        30.67        26.30 
TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 
       10.36         7.96        94.29        18.90        43.99        62.01 
TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 
       25.91        60.30        23.31        41.98         2.76         5.10 
TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8166 TCGA-DU-8167 TCGA-E1-5302 TCGA-E1-5303 
        3.98         6.48         2.20         3.19        50.14        67.43 
TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 
       41.13        79.96        57.93       134.27        78.18        95.57 
TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 
      130.78         5.26        13.38        12.39        32.19         7.23 
TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7636 TCGA-FG-7637 
        6.21         4.67         3.35         4.14         4.08        26.37 
TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
        7.66         9.30         0.89         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7469 
        3.98         3.16         6.54         0.13         0.10         7.82 
TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 
        8.81         0.13         0.03        16.54         3.75        14.66 
TCGA-HT-7476 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 
        6.54         0.43        73.35        54.05       154.09         3.98 
TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7606 TCGA-HT-7608 
        3.09        29.82        23.18       107.93        17.29        22.06 
TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 
       45.99        56.09         0.23        16.24         0.76         6.05 
TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7693 
       42.74        31.69         4.08         0.10         0.10        17.52 
TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 
        6.90        14.53         3.88        39.09         0.23        50.63 
TCGA-HT-7860 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 
        0.49         0.33         0.13         3.22         5.33         2.93 
TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 
        1.64        15.42         9.40        21.50        33.01        12.23 
TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 
        5.92         0.46         2.50         3.95         4.67         0.23 
TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 
       29.59         3.88        19.99        13.45         4.64         5.42 
TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        9.37         0.43        18.97        29.88 

  PIK3CA MUTATED PIK3CA WILD-TYPE 
            1.68             0.03 
  PIK3CA MUTATED PIK3CA WILD-TYPE 
          211.17           182.33 
  PIK3CA MUTATED PIK3CA WILD-TYPE 
           7.070           14.465 
[1] "1.7 - 211.2 (7.1)"  "0.0 - 182.3 (14.5)"
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
  "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE"   "PIK3CA MUTATED" "PIK3CA WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" "PIK3CA WILD-TYPE" 
[1] "hr=" "1.2"
D6V2, continuous
D6V3, binary
                  cls
clus                 0   1
  PIK3CA MUTATED     7  12
  PIK3CA WILD-TYPE  79 106
[1] "tbl2"
                  cls
clus               [,1] [,2]
  PIK3CA MUTATED      7   12
  PIK3CA WILD-TYPE   79  106
        clus
vv       PIK3CA MUTATED PIK3CA WILD-TYPE
  FEMALE              7               79
  MALE               12              106
D6V4, continuous
                  vv
clus               ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  PIK3CA MUTATED             5                2                12
  PIK3CA WILD-TYPE          56               51                77
D6V5, multiclass
                   clus
vv                  PIK3CA MUTATED PIK3CA WILD-TYPE
  ASTROCYTOMA                    5               56
  OLIGOASTROCYTOMA               2               51
  OLIGODENDROGLIOMA             12               77
D6V6, binary
                  cls
clus                 0   1
  PIK3CA MUTATED     9  10
  PIK3CA WILD-TYPE  84 100
[1] "tbl2"
                  cls
clus               [,1] [,2]
  PIK3CA MUTATED      9   10
  PIK3CA WILD-TYPE   84  100
           clus
vv          PIK3CA MUTATED PIK3CA WILD-TYPE
  GRADE II               9               84
  GRADE III             10              100
D6V7, binary
                  cls
clus                0  1
  PIK3CA MUTATED    8 11
  PIK3CA WILD-TYPE 95 90
[1] "tbl2"
                  cls
clus               [,1] [,2]
  PIK3CA MUTATED      8   11
  PIK3CA WILD-TYPE   95   90
     clus
vv    PIK3CA MUTATED PIK3CA WILD-TYPE
  NO               8               95
  YES             11               90

Clustering(7) Variable = ATRX MUTATION ANALYSIS
D7V1, survival
                sevent
clus2             0  1
  ATRX MUTATED   66 21
  ATRX WILD-TYPE 88 28
  ATRX MUTATED ATRX WILD-TYPE 
            87            116 
  ATRX MUTATED ATRX WILD-TYPE 
            21             28 
$`ATRX MUTATED`
TCGA-CS-4938 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-6666 TCGA-DB-5270 TCGA-DB-5273 
        4.70        43.89        15.81         8.45        97.87        58.72 
TCGA-DB-5275 TCGA-DB-5276 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5142 TCGA-DH-5144 
       47.93        52.41        13.28        53.06        30.28         8.02 
TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5855 TCGA-DU-5871 TCGA-DU-5872 
       17.42         6.74        13.38         6.81        18.94        17.46 
TCGA-DU-6392 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6399 TCGA-DU-6401 TCGA-DU-6407 
      211.17        49.02        75.16        65.72        87.45        94.52 
TCGA-DU-6408 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7011 TCGA-DU-7014 TCGA-DU-7015 
      114.05        62.96       156.23       105.21       117.40        90.77 
TCGA-DU-7298 TCGA-DU-7301 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8163 
       18.90        25.91        23.31        41.98         2.76         6.48 
TCGA-DU-8166 TCGA-DU-8167 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 
        2.20         3.19        50.14        67.43        41.13        79.96 
TCGA-E1-5307 TCGA-E1-5322 TCGA-FG-5963 TCGA-FG-5965 TCGA-FG-6689 TCGA-FG-6690 
       57.93       130.78        13.38        32.19         6.21         4.67 
TCGA-FG-6691 TCGA-FG-7636 TCGA-FG-7638 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8188 
        3.35         4.08         7.66         3.29         2.27         3.16 
TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7472 TCGA-HT-7473 
        6.54         0.13         7.82         8.81         0.03        16.54 
TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7482 TCGA-HT-7483 
        3.75        14.66         6.54         6.38        54.05       154.09 
TCGA-HT-7485 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7610 TCGA-HT-7686 TCGA-HT-7688 
        3.98        23.18       107.93        56.09        42.74        31.69 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7693 TCGA-HT-7855 TCGA-HT-7857 TCGA-HT-7858 
        4.08         0.10        17.52         3.88         0.23        50.63 
TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-8018 TCGA-HT-8108 TCGA-HT-8114 TCGA-HW-7489 
        3.22         5.33        21.50         2.50         3.88         4.64 
TCGA-HW-7490 TCGA-HW-7493 TCGA-IK-7675 
        5.42         9.37        18.97 

$`ATRX WILD-TYPE`
TCGA-CS-4941 TCGA-CS-4944 TCGA-CS-5390 TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 
        7.69        10.62        64.60        28.18         0.10        20.98 
TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 
        9.50         6.38        17.69        23.84        17.95        12.43 
TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5274 TCGA-DB-5277 
        7.53         7.99         7.36         6.58        56.75        46.65 
TCGA-DB-5278 TCGA-DB-5279 TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5143 TCGA-DU-5847 
       50.17        44.52        19.96        31.82        14.40        17.98 
TCGA-DU-5849 TCGA-DU-5854 TCGA-DU-5870 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 
       14.53         8.45       182.33        15.12        40.08        22.42 
TCGA-DU-6397 TCGA-DU-6400 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 
       46.06         1.22         7.00        11.64       133.74        19.89 
TCGA-DU-6406 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7009 TCGA-DU-7010 
       16.80         7.96         7.69        11.47       138.25        14.99 
TCGA-DU-7013 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 
        8.84        30.67        26.30        10.36         7.96        94.29 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7302 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8164 
       43.99        62.01        60.30         5.10         3.98         6.61 
TCGA-DU-8165 TCGA-DU-8168 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-EZ-7264 
        6.05         3.52       134.27        78.18        95.57         5.26 
TCGA-FG-5962 TCGA-FG-5964 TCGA-FG-6688 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7637 
       25.87        12.39         7.23         4.14        15.35        26.37 
TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8186 TCGA-FG-8187 TCGA-HT-7467 
        9.30         0.89         3.45         3.98         7.07         0.10 
TCGA-HT-7468 TCGA-HT-7471 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7601 
        4.80         0.13         0.43        73.35        59.18         3.09 
TCGA-HT-7602 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 
       29.82         4.57        17.29         3.16        22.06        45.99 
TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7691 
        0.23        14.27        16.24         0.76         6.05         0.10 
TCGA-HT-7692 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7856 TCGA-HT-7860 TCGA-HT-7874 
        2.96         6.90        14.53        39.09         0.49        37.15 
TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 
        0.33         0.13         2.93         1.68         1.64        15.42 
TCGA-HT-8012 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8109 
        9.40        33.01        12.23         5.92         0.46         3.95 
TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7491 
        4.67         0.23        29.59        19.99        13.45        28.08 
TCGA-HW-7495 TCGA-IK-8125 
        0.43        29.88 

  ATRX MUTATED ATRX WILD-TYPE 
          0.03           0.10 
  ATRX MUTATED ATRX WILD-TYPE 
        211.17         182.33 
  ATRX MUTATED ATRX WILD-TYPE 
        17.420         11.935 
[1] "0.0 - 211.2 (17.4)" "0.1 - 182.3 (11.9)"
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "ATRX MUTATED"   "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
  "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED"   "ATRX MUTATED" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
  "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" "ATRX WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
  "ATRX MUTATED"   "ATRX MUTATED" "ATRX WILD-TYPE"   "ATRX MUTATED" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"ATRX WILD-TYPE"   "ATRX MUTATED" "ATRX WILD-TYPE" 
[1] "hr=" "1.6"
D7V2, continuous
D7V3, binary
                cls
clus              0  1
  ATRX MUTATED   34 53
  ATRX WILD-TYPE 52 65
[1] "tbl2"
                cls
clus             [,1] [,2]
  ATRX MUTATED     34   53
  ATRX WILD-TYPE   52   65
        clus
vv       ATRX MUTATED ATRX WILD-TYPE
  FEMALE           34             52
  MALE             53             65
D7V4, continuous
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  ATRX MUTATED            29               34                24
  ATRX WILD-TYPE          32               19                65
D7V5, multiclass
                   clus
vv                  ATRX MUTATED ATRX WILD-TYPE
  ASTROCYTOMA                 29             32
  OLIGOASTROCYTOMA            34             19
  OLIGODENDROGLIOMA           24             65
D7V6, binary
                cls
clus              0  1
  ATRX MUTATED   46 41
  ATRX WILD-TYPE 47 69
[1] "tbl2"
                cls
clus             [,1] [,2]
  ATRX MUTATED     46   41
  ATRX WILD-TYPE   47   69
           clus
vv          ATRX MUTATED ATRX WILD-TYPE
  GRADE II            46             47
  GRADE III           41             69
D7V7, binary
                cls
clus              0  1
  ATRX MUTATED   55 32
  ATRX WILD-TYPE 48 69
[1] "tbl2"
                cls
clus             [,1] [,2]
  ATRX MUTATED     55   32
  ATRX WILD-TYPE   48   69
     clus
vv    ATRX MUTATED ATRX WILD-TYPE
  NO            55             48
  YES           32             69

Clustering(8) Variable = FUBP1 MUTATION ANALYSIS
D8V1, survival
                 sevent
clus2               0   1
  FUBP1 MUTATED    17   5
  FUBP1 WILD-TYPE 137  44
  FUBP1 MUTATED FUBP1 WILD-TYPE 
             22             181 
  FUBP1 MUTATED FUBP1 WILD-TYPE 
              5              44 
$`FUBP1 MUTATED`
TCGA-CS-5390 TCGA-CS-5394 TCGA-DB-5274 TCGA-DH-5144 TCGA-DU-6392 TCGA-DU-6394 
       64.60         0.10        56.75         8.02       211.17        22.42 
TCGA-DU-6397 TCGA-DU-7300 TCGA-DU-8164 TCGA-DU-8168 TCGA-E1-5319 TCGA-EZ-7264 
       46.06        62.01         6.61         3.52        95.57         5.26 
TCGA-HT-7467 TCGA-HT-7471 TCGA-HT-7481 TCGA-HT-7608 TCGA-HT-7616 TCGA-HT-7620 
        0.10         0.13        59.18        22.06         0.23        14.27 
TCGA-HT-7677 TCGA-HT-7694 TCGA-HT-8105 TCGA-HW-7487 
       16.24         6.90         5.92        13.45 

$`FUBP1 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5393 
        4.70         7.69        43.89        15.81        10.62        28.18 
TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 TCGA-CS-6290 
       20.98         9.50         6.38        17.69        23.84        17.95 
TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 TCGA-CS-6670 
       12.43         8.45         7.53         7.99         7.36         6.58 
TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5275 TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 
       97.87        58.72        47.93        52.41        46.65        50.17 
TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 
       44.52        13.28        53.06        19.96        31.82        30.28 
TCGA-DH-5143 TCGA-DU-5847 TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 
       14.40        17.98        14.53        17.42         6.74        13.38 
TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 
        8.45         6.81       182.33        18.94        17.46        15.12 
TCGA-DU-6393 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 
       40.08        49.02        75.16        65.72         1.22        87.45 
TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 
        7.00        11.64       133.74        19.89        16.80        94.52 
TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 
      114.05         7.96         7.69        11.47        62.96       156.23 
TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 
      138.25        14.99       105.21         8.84       117.40        90.77 
TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 
       30.67        26.30        10.36         7.96        94.29        18.90 
TCGA-DU-7299 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 
       43.99        25.91        60.30        23.31        41.98         2.76 
TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 
        5.10         3.98         6.48         6.05         2.20         3.19 
TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 
       50.14        67.43        41.13        79.96        57.93       134.27 
TCGA-E1-5318 TCGA-E1-5322 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 
       78.18       130.78        25.87        13.38        12.39        32.19 
TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 
        7.23         6.21         4.67         3.35         4.14        15.35 
TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 
        4.08        26.37         7.66         9.30         0.89         3.45 
TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 
        3.29         2.27         3.98         7.07         3.16         6.54 
TCGA-FN-7833 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7472 TCGA-HT-7473 
        0.13         4.80         7.82         8.81         0.03        16.54 
TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 
        3.75        14.66         6.54         6.38         0.43        73.35 
TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 
       54.05       154.09         3.98         3.09        29.82        23.18 
TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7609 TCGA-HT-7610 
      107.93         4.57        17.29         3.16        45.99        56.09 
TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 
        0.76         6.05        42.74        31.69         4.08         0.10 
TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 
        0.10         2.96        17.52        14.53         3.88        39.09 
TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 
        0.23        50.63         0.49        37.15         0.33         0.13 
TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 
        3.22         5.33         2.93         1.68         1.64        15.42 
TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8107 TCGA-HT-8108 
        9.40        21.50        33.01        12.23         0.46         2.50 
TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 
        3.95         4.67         0.23        29.59         3.88        19.99 
TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 
        4.64         5.42        28.08         9.37         0.43        18.97 
TCGA-IK-8125 
       29.88 

  FUBP1 MUTATED FUBP1 WILD-TYPE 
           0.10            0.03 
  FUBP1 MUTATED FUBP1 WILD-TYPE 
         211.17          182.33 
  FUBP1 MUTATED FUBP1 WILD-TYPE 
          13.86           13.38 
[1] "0.1 - 211.2 (13.9)" "0.0 - 182.3 (13.4)"
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED"   "FUBP1 MUTATED" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED"   "FUBP1 MUTATED" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED"   "FUBP1 MUTATED" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
  "FUBP1 MUTATED" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" "FUBP1 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE"   "FUBP1 MUTATED" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" "FUBP1 WILD-TYPE" 
[1] "hr=" "1.2"
D8V2, continuous
D8V3, binary
                 cls
clus                0   1
  FUBP1 MUTATED     9  13
  FUBP1 WILD-TYPE  77 105
[1] "tbl2"
                 cls
clus              [,1] [,2]
  FUBP1 MUTATED      9   13
  FUBP1 WILD-TYPE   77  105
        clus
vv       FUBP1 MUTATED FUBP1 WILD-TYPE
  FEMALE             9              77
  MALE              13             105
D8V4, continuous
                 vv
clus              ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  FUBP1 MUTATED             2                2                18
  FUBP1 WILD-TYPE          59               51                71
D8V5, multiclass
                   clus
vv                  FUBP1 MUTATED FUBP1 WILD-TYPE
  ASTROCYTOMA                   2              59
  OLIGOASTROCYTOMA              2              51
  OLIGODENDROGLIOMA            18              71
D8V6, binary
                 cls
clus               0  1
  FUBP1 MUTATED    8 14
  FUBP1 WILD-TYPE 85 96
[1] "tbl2"
                 cls
clus              [,1] [,2]
  FUBP1 MUTATED      8   14
  FUBP1 WILD-TYPE   85   96
           clus
vv          FUBP1 MUTATED FUBP1 WILD-TYPE
  GRADE II              8              85
  GRADE III            14              96
D8V7, binary
                 cls
clus               0  1
  FUBP1 MUTATED    8 14
  FUBP1 WILD-TYPE 95 87
[1] "tbl2"
                 cls
clus              [,1] [,2]
  FUBP1 MUTATED      8   14
  FUBP1 WILD-TYPE   95   87
     clus
vv    FUBP1 MUTATED FUBP1 WILD-TYPE
  NO              8              95
  YES            14              87

Clustering(9) Variable = CIC MUTATION ANALYSIS
D9V1, survival
               sevent
clus2             0   1
  CIC MUTATED    33   7
  CIC WILD-TYPE 121  42
  CIC MUTATED CIC WILD-TYPE 
           40           163 
  CIC MUTATED CIC WILD-TYPE 
            7            42 
$`CIC MUTATED`
TCGA-CS-5394 TCGA-CS-6668 TCGA-CS-6670 TCGA-DB-5274 TCGA-DB-5278 TCGA-DH-5141 
        0.10         7.99         6.58        56.75        50.17        31.82 
TCGA-DH-5144 TCGA-DU-5870 TCGA-DU-6392 TCGA-DU-6393 TCGA-DU-6400 TCGA-DU-7018 
        8.02       182.33       211.17        40.08         1.22        30.67 
TCGA-DU-7294 TCGA-DU-7302 TCGA-DU-8168 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 
       94.29        60.30         3.52       134.27        78.18        95.57 
TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5964 TCGA-FG-7634 TCGA-FG-7638 TCGA-FG-7641 
        5.26        25.87        12.39        15.35         7.66         9.30 
TCGA-HT-7468 TCGA-HT-7471 TCGA-HT-7480 TCGA-HT-7602 TCGA-HT-7608 TCGA-HT-7616 
        4.80         0.13        73.35        29.82        22.06         0.23 
TCGA-HT-7677 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-8012 
       16.24         6.90        14.53         0.33         0.13         9.40 
TCGA-HT-8105 TCGA-HW-7487 TCGA-HW-7491 TCGA-IK-8125 
        5.92        13.45        28.08        29.88 

$`CIC WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 
       28.18        20.98         9.50         6.38        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6669 TCGA-DB-5270 
       17.95        12.43         8.45         7.53         7.36        97.87 
TCGA-DB-5273 TCGA-DB-5275 TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5279 TCGA-DB-5280 
       58.72        47.93        52.41        46.65        44.52        13.28 
TCGA-DB-5281 TCGA-DH-5140 TCGA-DH-5142 TCGA-DH-5143 TCGA-DU-5847 TCGA-DU-5849 
       53.06        19.96        30.28        14.40        17.98        14.53 
TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5871 
       17.42         6.74        13.38         8.45         6.81        18.94 
TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 
       17.46        15.12        22.42        49.02        75.16        46.06 
TCGA-DU-6399 TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 
       65.72        87.45         7.00        11.64       133.74        19.89 
TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 
       16.80        94.52       114.05         7.96         7.69        11.47 
TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 
       62.96       156.23       138.25        14.99       105.21         8.84 
TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7298 
      117.40        90.77        26.30        10.36         7.96        18.90 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 
       43.99        62.01        25.91        23.31        41.98         2.76 
TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 
        5.10         3.98         6.48         6.61         6.05         2.20 
TCGA-DU-8167 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 
        3.19        50.14        67.43        41.13        79.96        57.93 
TCGA-E1-5322 TCGA-FG-5963 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 
      130.78        13.38        32.19         7.23         6.21         4.67 
TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7643 TCGA-FG-8181 
        3.35         4.14         4.08        26.37         0.89         3.45 
TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 
        3.29         2.27         3.98         7.07         3.16         6.54 
TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7472 TCGA-HT-7473 
        0.13         0.10         7.82         8.81         0.03        16.54 
TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7481 
        3.75        14.66         6.54         6.38         0.43        59.18 
TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7603 TCGA-HT-7604 
       54.05       154.09         3.98         3.09        23.18       107.93 
TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7620 
        4.57        17.29         3.16        45.99        56.09        14.27 
TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 
        0.76         6.05        42.74        31.69         4.08         0.10 
TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 
        0.10         2.96        17.52         3.88        39.09         0.23 
TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 
       50.63         0.49        37.15         3.22         5.33         2.93 
TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 
        1.68         1.64        15.42        21.50        33.01        12.23 
TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 
        0.46         2.50         3.95         4.67         0.23        29.59 
TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7493 TCGA-HW-7495 
        3.88        19.99         4.64         5.42         9.37         0.43 
TCGA-IK-7675 
       18.97 

  CIC MUTATED CIC WILD-TYPE 
         0.10          0.03 
  CIC MUTATED CIC WILD-TYPE 
       211.17        156.23 
  CIC MUTATED CIC WILD-TYPE 
        14.94         13.38 
[1] "0.1 - 211.2 (14.9)" "0.0 - 156.2 (13.4)"
   TCGA-CS-4938    TCGA-CS-4941    TCGA-CS-4942    TCGA-CS-4943    TCGA-CS-4944 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-CS-5390    TCGA-CS-5393    TCGA-CS-5394    TCGA-CS-5395    TCGA-CS-5396 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-CS-5397    TCGA-CS-6186    TCGA-CS-6188    TCGA-CS-6290    TCGA-CS-6665 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-CS-6666    TCGA-CS-6667    TCGA-CS-6668    TCGA-CS-6669    TCGA-CS-6670 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-DB-5270    TCGA-DB-5273    TCGA-DB-5274    TCGA-DB-5275    TCGA-DB-5276 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DB-5277    TCGA-DB-5278    TCGA-DB-5279    TCGA-DB-5280    TCGA-DB-5281 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DH-5140    TCGA-DH-5141    TCGA-DH-5142    TCGA-DH-5143    TCGA-DH-5144 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-DU-5847    TCGA-DU-5849    TCGA-DU-5851    TCGA-DU-5852    TCGA-DU-5853 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-5854    TCGA-DU-5855    TCGA-DU-5870    TCGA-DU-5871    TCGA-DU-5872 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-5874    TCGA-DU-6392    TCGA-DU-6393    TCGA-DU-6394    TCGA-DU-6395 
"CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-6396    TCGA-DU-6397    TCGA-DU-6399    TCGA-DU-6400    TCGA-DU-6401 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-DU-6402    TCGA-DU-6403    TCGA-DU-6404    TCGA-DU-6405    TCGA-DU-6406 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-6407    TCGA-DU-6408    TCGA-DU-6410    TCGA-DU-6542    TCGA-DU-7006 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7007    TCGA-DU-7008    TCGA-DU-7009    TCGA-DU-7010    TCGA-DU-7011 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7013    TCGA-DU-7014    TCGA-DU-7015    TCGA-DU-7018    TCGA-DU-7019 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-DU-7290    TCGA-DU-7292    TCGA-DU-7294    TCGA-DU-7298    TCGA-DU-7299 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7300    TCGA-DU-7301    TCGA-DU-7302    TCGA-DU-7304    TCGA-DU-7306 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7309    TCGA-DU-8158    TCGA-DU-8162    TCGA-DU-8163    TCGA-DU-8164 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-8165    TCGA-DU-8166    TCGA-DU-8167    TCGA-DU-8168    TCGA-E1-5302 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-E1-5303    TCGA-E1-5304    TCGA-E1-5305    TCGA-E1-5307    TCGA-E1-5311 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-E1-5318    TCGA-E1-5319    TCGA-E1-5322    TCGA-EZ-7264    TCGA-FG-5962 
  "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" 
   TCGA-FG-5963    TCGA-FG-5964    TCGA-FG-5965    TCGA-FG-6688    TCGA-FG-6689 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-FG-6690    TCGA-FG-6691    TCGA-FG-6692    TCGA-FG-7634    TCGA-FG-7636 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-FG-7637    TCGA-FG-7638    TCGA-FG-7641    TCGA-FG-7643    TCGA-FG-8181 
"CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-FG-8182    TCGA-FG-8185    TCGA-FG-8186    TCGA-FG-8187    TCGA-FG-8188 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-FG-8191    TCGA-FN-7833    TCGA-HT-7467    TCGA-HT-7468    TCGA-HT-7469 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-HT-7470    TCGA-HT-7471    TCGA-HT-7472    TCGA-HT-7473    TCGA-HT-7474 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7475    TCGA-HT-7476    TCGA-HT-7478    TCGA-HT-7479    TCGA-HT-7480 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-HT-7481    TCGA-HT-7482    TCGA-HT-7483    TCGA-HT-7485    TCGA-HT-7601 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7602    TCGA-HT-7603    TCGA-HT-7604    TCGA-HT-7605    TCGA-HT-7606 
  "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7607    TCGA-HT-7608    TCGA-HT-7609    TCGA-HT-7610    TCGA-HT-7616 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-HT-7620    TCGA-HT-7677    TCGA-HT-7680    TCGA-HT-7684    TCGA-HT-7686 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7688    TCGA-HT-7689    TCGA-HT-7690    TCGA-HT-7691    TCGA-HT-7692 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7693    TCGA-HT-7694    TCGA-HT-7695    TCGA-HT-7855    TCGA-HT-7856 
"CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7857    TCGA-HT-7858    TCGA-HT-7860    TCGA-HT-7874    TCGA-HT-7875 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-HT-7877    TCGA-HT-7879    TCGA-HT-7880    TCGA-HT-7881    TCGA-HT-7882 
  "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-8010    TCGA-HT-8011    TCGA-HT-8012    TCGA-HT-8018    TCGA-HT-8019 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-8104    TCGA-HT-8105    TCGA-HT-8107    TCGA-HT-8108    TCGA-HT-8109 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-8110    TCGA-HT-8111    TCGA-HT-8113    TCGA-HT-8114    TCGA-HW-7486 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HW-7487    TCGA-HW-7489    TCGA-HW-7490    TCGA-HW-7491    TCGA-HW-7493 
  "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-HW-7495    TCGA-IK-7675    TCGA-IK-8125 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-CS-4938    TCGA-CS-4941    TCGA-CS-4942    TCGA-CS-4943    TCGA-CS-4944 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-CS-5390    TCGA-CS-5393    TCGA-CS-5394    TCGA-CS-5395    TCGA-CS-5396 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-CS-5397    TCGA-CS-6186    TCGA-CS-6188    TCGA-CS-6290    TCGA-CS-6665 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-CS-6666    TCGA-CS-6667    TCGA-CS-6668    TCGA-CS-6669    TCGA-CS-6670 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-DB-5270    TCGA-DB-5273    TCGA-DB-5274    TCGA-DB-5275    TCGA-DB-5276 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DB-5277    TCGA-DB-5278    TCGA-DB-5279    TCGA-DB-5280    TCGA-DB-5281 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DH-5140    TCGA-DH-5141    TCGA-DH-5142    TCGA-DH-5143    TCGA-DH-5144 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-DU-5847    TCGA-DU-5849    TCGA-DU-5851    TCGA-DU-5852    TCGA-DU-5853 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-5854    TCGA-DU-5855    TCGA-DU-5870    TCGA-DU-5871    TCGA-DU-5872 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-5874    TCGA-DU-6392    TCGA-DU-6393    TCGA-DU-6394    TCGA-DU-6395 
"CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-6396    TCGA-DU-6397    TCGA-DU-6399    TCGA-DU-6400    TCGA-DU-6401 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-DU-6402    TCGA-DU-6403    TCGA-DU-6404    TCGA-DU-6405    TCGA-DU-6406 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-6407    TCGA-DU-6408    TCGA-DU-6410    TCGA-DU-6542    TCGA-DU-7006 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7007    TCGA-DU-7008    TCGA-DU-7009    TCGA-DU-7010    TCGA-DU-7011 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7013    TCGA-DU-7014    TCGA-DU-7015    TCGA-DU-7018    TCGA-DU-7019 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-DU-7290    TCGA-DU-7292    TCGA-DU-7294    TCGA-DU-7298    TCGA-DU-7299 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7300    TCGA-DU-7301    TCGA-DU-7302    TCGA-DU-7304    TCGA-DU-7306 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7309    TCGA-DU-8158    TCGA-DU-8162    TCGA-DU-8163    TCGA-DU-8164 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-8165    TCGA-DU-8166    TCGA-DU-8167    TCGA-DU-8168    TCGA-E1-5302 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-E1-5303    TCGA-E1-5304    TCGA-E1-5305    TCGA-E1-5307    TCGA-E1-5311 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-E1-5318    TCGA-E1-5319    TCGA-E1-5322    TCGA-EZ-7264    TCGA-FG-5962 
  "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" 
   TCGA-FG-5963    TCGA-FG-5964    TCGA-FG-5965    TCGA-FG-6688    TCGA-FG-6689 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-FG-6690    TCGA-FG-6691    TCGA-FG-6692    TCGA-FG-7634    TCGA-FG-7636 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-FG-7637    TCGA-FG-7638    TCGA-FG-7641    TCGA-FG-7643    TCGA-FG-8181 
"CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-FG-8182    TCGA-FG-8185    TCGA-FG-8186    TCGA-FG-8187    TCGA-FG-8188 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-FG-8191    TCGA-FN-7833    TCGA-HT-7467    TCGA-HT-7468    TCGA-HT-7469 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-HT-7470    TCGA-HT-7471    TCGA-HT-7472    TCGA-HT-7473    TCGA-HT-7474 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7475    TCGA-HT-7476    TCGA-HT-7478    TCGA-HT-7479    TCGA-HT-7480 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-HT-7481    TCGA-HT-7482    TCGA-HT-7483    TCGA-HT-7485    TCGA-HT-7601 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7602    TCGA-HT-7603    TCGA-HT-7604    TCGA-HT-7605    TCGA-HT-7606 
  "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7607    TCGA-HT-7608    TCGA-HT-7609    TCGA-HT-7610    TCGA-HT-7616 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-HT-7620    TCGA-HT-7677    TCGA-HT-7680    TCGA-HT-7684    TCGA-HT-7686 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7688    TCGA-HT-7689    TCGA-HT-7690    TCGA-HT-7691    TCGA-HT-7692 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7693    TCGA-HT-7694    TCGA-HT-7695    TCGA-HT-7855    TCGA-HT-7856 
"CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7857    TCGA-HT-7858    TCGA-HT-7860    TCGA-HT-7874    TCGA-HT-7875 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-HT-7877    TCGA-HT-7879    TCGA-HT-7880    TCGA-HT-7881    TCGA-HT-7882 
  "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-8010    TCGA-HT-8011    TCGA-HT-8012    TCGA-HT-8018    TCGA-HT-8019 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-8104    TCGA-HT-8105    TCGA-HT-8107    TCGA-HT-8108    TCGA-HT-8109 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-8110    TCGA-HT-8111    TCGA-HT-8113    TCGA-HT-8114    TCGA-HW-7486 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HW-7487    TCGA-HW-7489    TCGA-HW-7490    TCGA-HW-7491    TCGA-HW-7493 
  "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-HW-7495    TCGA-IK-7675    TCGA-IK-8125 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-CS-4938    TCGA-CS-4941    TCGA-CS-4942    TCGA-CS-4943    TCGA-CS-4944 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-CS-5390    TCGA-CS-5393    TCGA-CS-5394    TCGA-CS-5395    TCGA-CS-5396 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-CS-5397    TCGA-CS-6186    TCGA-CS-6188    TCGA-CS-6290    TCGA-CS-6665 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-CS-6666    TCGA-CS-6667    TCGA-CS-6668    TCGA-CS-6669    TCGA-CS-6670 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-DB-5270    TCGA-DB-5273    TCGA-DB-5274    TCGA-DB-5275    TCGA-DB-5276 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DB-5277    TCGA-DB-5278    TCGA-DB-5279    TCGA-DB-5280    TCGA-DB-5281 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DH-5140    TCGA-DH-5141    TCGA-DH-5142    TCGA-DH-5143    TCGA-DH-5144 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-DU-5847    TCGA-DU-5849    TCGA-DU-5851    TCGA-DU-5852    TCGA-DU-5853 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-5854    TCGA-DU-5855    TCGA-DU-5870    TCGA-DU-5871    TCGA-DU-5872 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-5874    TCGA-DU-6392    TCGA-DU-6393    TCGA-DU-6394    TCGA-DU-6395 
"CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-6396    TCGA-DU-6397    TCGA-DU-6399    TCGA-DU-6400    TCGA-DU-6401 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-DU-6402    TCGA-DU-6403    TCGA-DU-6404    TCGA-DU-6405    TCGA-DU-6406 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-6407    TCGA-DU-6408    TCGA-DU-6410    TCGA-DU-6542    TCGA-DU-7006 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7007    TCGA-DU-7008    TCGA-DU-7009    TCGA-DU-7010    TCGA-DU-7011 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7013    TCGA-DU-7014    TCGA-DU-7015    TCGA-DU-7018    TCGA-DU-7019 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-DU-7290    TCGA-DU-7292    TCGA-DU-7294    TCGA-DU-7298    TCGA-DU-7299 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7300    TCGA-DU-7301    TCGA-DU-7302    TCGA-DU-7304    TCGA-DU-7306 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-7309    TCGA-DU-8158    TCGA-DU-8162    TCGA-DU-8163    TCGA-DU-8164 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-DU-8165    TCGA-DU-8166    TCGA-DU-8167    TCGA-DU-8168    TCGA-E1-5302 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-E1-5303    TCGA-E1-5304    TCGA-E1-5305    TCGA-E1-5307    TCGA-E1-5311 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-E1-5318    TCGA-E1-5319    TCGA-E1-5322    TCGA-EZ-7264    TCGA-FG-5962 
  "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" 
   TCGA-FG-5963    TCGA-FG-5964    TCGA-FG-5965    TCGA-FG-6688    TCGA-FG-6689 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-FG-6690    TCGA-FG-6691    TCGA-FG-6692    TCGA-FG-7634    TCGA-FG-7636 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-FG-7637    TCGA-FG-7638    TCGA-FG-7641    TCGA-FG-7643    TCGA-FG-8181 
"CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-FG-8182    TCGA-FG-8185    TCGA-FG-8186    TCGA-FG-8187    TCGA-FG-8188 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-FG-8191    TCGA-FN-7833    TCGA-HT-7467    TCGA-HT-7468    TCGA-HT-7469 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-HT-7470    TCGA-HT-7471    TCGA-HT-7472    TCGA-HT-7473    TCGA-HT-7474 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7475    TCGA-HT-7476    TCGA-HT-7478    TCGA-HT-7479    TCGA-HT-7480 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-HT-7481    TCGA-HT-7482    TCGA-HT-7483    TCGA-HT-7485    TCGA-HT-7601 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7602    TCGA-HT-7603    TCGA-HT-7604    TCGA-HT-7605    TCGA-HT-7606 
  "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7607    TCGA-HT-7608    TCGA-HT-7609    TCGA-HT-7610    TCGA-HT-7616 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-HT-7620    TCGA-HT-7677    TCGA-HT-7680    TCGA-HT-7684    TCGA-HT-7686 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7688    TCGA-HT-7689    TCGA-HT-7690    TCGA-HT-7691    TCGA-HT-7692 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7693    TCGA-HT-7694    TCGA-HT-7695    TCGA-HT-7855    TCGA-HT-7856 
"CIC WILD-TYPE"   "CIC MUTATED"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-7857    TCGA-HT-7858    TCGA-HT-7860    TCGA-HT-7874    TCGA-HT-7875 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
   TCGA-HT-7877    TCGA-HT-7879    TCGA-HT-7880    TCGA-HT-7881    TCGA-HT-7882 
  "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-8010    TCGA-HT-8011    TCGA-HT-8012    TCGA-HT-8018    TCGA-HT-8019 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-8104    TCGA-HT-8105    TCGA-HT-8107    TCGA-HT-8108    TCGA-HT-8109 
"CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HT-8110    TCGA-HT-8111    TCGA-HT-8113    TCGA-HT-8114    TCGA-HW-7486 
"CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" "CIC WILD-TYPE" 
   TCGA-HW-7487    TCGA-HW-7489    TCGA-HW-7490    TCGA-HW-7491    TCGA-HW-7493 
  "CIC MUTATED" "CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" "CIC WILD-TYPE" 
   TCGA-HW-7495    TCGA-IK-7675    TCGA-IK-8125 
"CIC WILD-TYPE" "CIC WILD-TYPE"   "CIC MUTATED" 
[1] "hr=" "2"  
D9V2, continuous
D9V3, binary
               cls
clus             0  1
  CIC MUTATED   18 22
  CIC WILD-TYPE 68 96
[1] "tbl2"
               cls
clus            [,1] [,2]
  CIC MUTATED     18   22
  CIC WILD-TYPE   68   96
        clus
vv       CIC MUTATED CIC WILD-TYPE
  FEMALE          18            68
  MALE            22            96
D9V4, continuous
               vv
clus            ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  CIC MUTATED             2                3                35
  CIC WILD-TYPE          59               50                54
D9V5, multiclass
                   clus
vv                  CIC MUTATED CIC WILD-TYPE
  ASTROCYTOMA                 2            59
  OLIGOASTROCYTOMA            3            50
  OLIGODENDROGLIOMA          35            54
D9V6, binary
               cls
clus             0  1
  CIC MUTATED   20 20
  CIC WILD-TYPE 73 90
[1] "tbl2"
               cls
clus            [,1] [,2]
  CIC MUTATED     20   20
  CIC WILD-TYPE   73   90
           clus
vv          CIC MUTATED CIC WILD-TYPE
  GRADE II           20            73
  GRADE III          20            90
D9V7, binary
               cls
clus             0  1
  CIC MUTATED   14 26
  CIC WILD-TYPE 89 75
[1] "tbl2"
               cls
clus            [,1] [,2]
  CIC MUTATED     14   26
  CIC WILD-TYPE   89   75
     clus
vv    CIC MUTATED CIC WILD-TYPE
  NO           14            89
  YES          26            75

Clustering(10) Variable = NOTCH1 MUTATION ANALYSIS
D10V1, survival
                  sevent
clus2                0   1
  NOTCH1 MUTATED    12   6
  NOTCH1 WILD-TYPE 142  43
  NOTCH1 MUTATED NOTCH1 WILD-TYPE 
              18              185 
  NOTCH1 MUTATED NOTCH1 WILD-TYPE 
               6               43 
$`NOTCH1 MUTATED`
TCGA-CS-5390 TCGA-CS-6668 TCGA-DH-5144 TCGA-DU-6392 TCGA-DU-6394 TCGA-DU-6400 
       64.60         7.99         8.02       211.17        22.42         1.22 
TCGA-DU-7018 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-8168 TCGA-E1-5311 
       30.67        62.01        25.91        60.30         3.52       134.27 
TCGA-FG-5962 TCGA-FG-7638 TCGA-HT-7470 TCGA-HT-7481 TCGA-HT-8105 TCGA-IK-8125 
       25.87         7.66         8.81        59.18         5.92        29.88 

$`NOTCH1 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5393 
        4.70         7.69        43.89        15.81        10.62        28.18 
TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 
        0.10        20.98         9.50         6.38        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6669 TCGA-CS-6670 
       17.95        12.43         8.45         7.53         7.36         6.58 
TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 TCGA-DB-5277 
       97.87        58.72        56.75        47.93        52.41        46.65 
TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 TCGA-DH-5141 
       50.17        44.52        13.28        53.06        19.96        31.82 
TCGA-DH-5142 TCGA-DH-5143 TCGA-DU-5847 TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 
       30.28        14.40        17.98        14.53        17.42         6.74 
TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 
       13.38         8.45         6.81       182.33        18.94        17.46 
TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 
       15.12        40.08        49.02        75.16        46.06        65.72 
TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 
       87.45         7.00        11.64       133.74        19.89        16.80 
TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 
       94.52       114.05         7.96         7.69        11.47        62.96 
TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 
      156.23       138.25        14.99       105.21         8.84       117.40 
TCGA-DU-7015 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 
       90.77        26.30        10.36         7.96        94.29        18.90 
TCGA-DU-7299 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 
       43.99        23.31        41.98         2.76         5.10         3.98 
TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-E1-5302 
        6.48         6.61         6.05         2.20         3.19        50.14 
TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5318 TCGA-E1-5319 
       67.43        41.13        79.96        57.93        78.18        95.57 
TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 
      130.78         5.26        13.38        12.39        32.19         7.23 
TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 
        6.21         4.67         3.35         4.14        15.35         4.08 
TCGA-FG-7637 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
       26.37         9.30         0.89         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 
        3.98         7.07         3.16         6.54         0.13         0.10 
TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 
        4.80         7.82         0.13         0.03        16.54         3.75 
TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7482 
       14.66         6.54         6.38         0.43        73.35        54.05 
TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 
      154.09         3.98         3.09        29.82        23.18       107.93 
TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 
        4.57        17.29         3.16        22.06        45.99        56.09 
TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 
        0.23        14.27        16.24         0.76         6.05        42.74 
TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 
       31.69         4.08         0.10         0.10         2.96        17.52 
TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 
        6.90        14.53         3.88        39.09         0.23        50.63 
TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 
        0.49        37.15         0.33         0.13         3.22         5.33 
TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 
        2.93         1.68         1.64        15.42         9.40        21.50 
TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 
       33.01        12.23         0.46         2.50         3.95         4.67 
TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 
        0.23        29.59         3.88        19.99        13.45         4.64 
TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 
        5.42        28.08         9.37         0.43        18.97 

  NOTCH1 MUTATED NOTCH1 WILD-TYPE 
            1.22             0.03 
  NOTCH1 MUTATED NOTCH1 WILD-TYPE 
          211.17           182.33 
  NOTCH1 MUTATED NOTCH1 WILD-TYPE 
           25.89            13.38 
[1] "1.2 - 211.2 (25.9)" "0.0 - 182.3 (13.4)"
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
  "NOTCH1 MUTATED"   "NOTCH1 MUTATED"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
  "NOTCH1 MUTATED"   "NOTCH1 MUTATED"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
  "NOTCH1 MUTATED"   "NOTCH1 MUTATED"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
  "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"NOTCH1 WILD-TYPE" "NOTCH1 WILD-TYPE"   "NOTCH1 MUTATED" 
[1] "hr=" "1.1"
D10V2, continuous
D10V3, binary
                  cls
clus                 0   1
  NOTCH1 MUTATED    10   8
  NOTCH1 WILD-TYPE  76 110
[1] "tbl2"
                  cls
clus               [,1] [,2]
  NOTCH1 MUTATED     10    8
  NOTCH1 WILD-TYPE   76  110
        clus
vv       NOTCH1 MUTATED NOTCH1 WILD-TYPE
  FEMALE             10               76
  MALE                8              110
D10V4, continuous
                  vv
clus               ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  NOTCH1 MUTATED             1                1                16
  NOTCH1 WILD-TYPE          60               52                73
D10V5, multiclass
                   clus
vv                  NOTCH1 MUTATED NOTCH1 WILD-TYPE
  ASTROCYTOMA                    1               60
  OLIGOASTROCYTOMA               1               52
  OLIGODENDROGLIOMA             16               73
D10V6, binary
                  cls
clus                0  1
  NOTCH1 MUTATED    5 13
  NOTCH1 WILD-TYPE 88 97
[1] "tbl2"
                  cls
clus               [,1] [,2]
  NOTCH1 MUTATED      5   13
  NOTCH1 WILD-TYPE   88   97
           clus
vv          NOTCH1 MUTATED NOTCH1 WILD-TYPE
  GRADE II               5               88
  GRADE III             13               97
D10V7, binary
                  cls
clus                0  1
  NOTCH1 MUTATED    7 11
  NOTCH1 WILD-TYPE 96 90
[1] "tbl2"
                  cls
clus               [,1] [,2]
  NOTCH1 MUTATED      7   11
  NOTCH1 WILD-TYPE   96   90
     clus
vv    NOTCH1 MUTATED NOTCH1 WILD-TYPE
  NO               7               96
  YES             11               90

Clustering(11) Variable = PTEN MUTATION ANALYSIS
D11V1, survival
                sevent
clus2              0   1
  PTEN MUTATED     7   4
  PTEN WILD-TYPE 147  45
  PTEN MUTATED PTEN WILD-TYPE 
            11            192 
  PTEN MUTATED PTEN WILD-TYPE 
             4             45 
$`PTEN MUTATED`
TCGA-CS-5395 TCGA-DU-5847 TCGA-DU-6392 TCGA-DU-6402 TCGA-DU-7290 TCGA-DU-8158 
       20.98        17.98       211.17         7.00        10.36         5.10 
TCGA-FG-6692 TCGA-HT-7860 TCGA-HT-8011 TCGA-HT-8104 TCGA-HT-8110 
        4.14         0.49        15.42        12.23         4.67 

$`PTEN WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 
       28.18         0.10         9.50         6.38        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 
       17.95        12.43         8.45         7.53         7.99         7.36 
TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 
        6.58        97.87        58.72        56.75        47.93        52.41 
TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 
       46.65        50.17        44.52        13.28        53.06        19.96 
TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5849 TCGA-DU-5851 
       31.82        30.28        14.40         8.02        14.53        17.42 
TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 TCGA-DU-5871 
        6.74        13.38         8.45         6.81       182.33        18.94 
TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 
       17.46        15.12        40.08        22.42        49.02        75.16 
TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6403 TCGA-DU-6404 
       46.06        65.72         1.22        87.45        11.64       133.74 
TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 
       19.89        16.80        94.52       114.05         7.96         7.69 
TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 
       11.47        62.96       156.23       138.25        14.99       105.21 
TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7292 
        8.84       117.40        90.77        30.67        26.30         7.96 
TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 
       94.29        18.90        43.99        62.01        25.91        60.30 
TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 
       23.31        41.98         2.76         3.98         6.48         6.61 
TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 
        6.05         2.20         3.19         3.52        50.14        67.43 
TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 
       41.13        79.96        57.93       134.27        78.18        95.57 
TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 
      130.78         5.26        25.87        13.38        12.39        32.19 
TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-7634 TCGA-FG-7636 
        7.23         6.21         4.67         3.35        15.35         4.08 
TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 
       26.37         7.66         9.30         0.89         3.45         3.29 
TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 
        2.27         3.98         7.07         3.16         6.54         0.13 
TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 
        0.10         4.80         7.82         8.81         0.13         0.03 
TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 
       16.54         3.75        14.66         6.54         6.38         0.43 
TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 
       73.35        59.18        54.05       154.09         3.98         3.09 
TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 
       29.82        23.18       107.93         4.57        17.29         3.16 
TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 
       22.06        45.99        56.09         0.23        14.27        16.24 
TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 
        0.76         6.05        42.74        31.69         4.08         0.10 
TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 
        0.10         2.96        17.52         6.90        14.53         3.88 
TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 
       39.09         0.23        50.63        37.15         0.33         0.13 
TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8012 
        3.22         5.33         2.93         1.68         1.64         9.40 
TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 
       21.50        33.01         5.92         0.46         2.50         3.95 
TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 
        0.23        29.59         3.88        19.99        13.45         4.64 
TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        5.42        28.08         9.37         0.43        18.97        29.88 

  PTEN MUTATED PTEN WILD-TYPE 
          0.49           0.03 
  PTEN MUTATED PTEN WILD-TYPE 
        211.17         182.33 
  PTEN MUTATED PTEN WILD-TYPE 
        10.360         14.335 
[1] "0.5 - 211.2 (10.4)" "0.0 - 182.3 (14.3)"
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
  "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
  "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
  "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
  "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
  "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
  "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
  "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
  "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
  "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"PTEN WILD-TYPE" "PTEN WILD-TYPE"   "PTEN MUTATED" "PTEN WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
[1] "hr=" "1.8"
D11V2, continuous
D11V3, binary
                cls
clus               0   1
  PTEN MUTATED     6   5
  PTEN WILD-TYPE  80 113
[1] "tbl2"
                cls
clus             [,1] [,2]
  PTEN MUTATED      6    5
  PTEN WILD-TYPE   80  113
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  FEMALE            6             80
  MALE              5            113
D11V4, continuous
[1] "Remove cluster labels:" "PTEN MUTATED"          
clus
  PTEN MUTATED PTEN WILD-TYPE 
             2             91 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5396 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-5397     TCGA-CS-6186     TCGA-CS-6188     TCGA-CS-6290 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-6665     TCGA-CS-6666     TCGA-CS-6667     TCGA-CS-6668 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-CS-6669     TCGA-DB-5274     TCGA-DH-5140     TCGA-DH-5142 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5851     TCGA-DU-5852 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-5853     TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-5871     TCGA-DU-5874     TCGA-DU-6396     TCGA-DU-6403 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6407     TCGA-DU-6408 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-6410     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7294 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7298     TCGA-DU-7299     TCGA-DU-7300     TCGA-DU-7301 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-7302     TCGA-DU-7304     TCGA-DU-7306     TCGA-DU-7309 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-8162     TCGA-DU-8163     TCGA-DU-8165     TCGA-DU-8167 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303     TCGA-E1-5304 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311     TCGA-E1-5318 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-E1-5319     TCGA-E1-5322     TCGA-FG-5963     TCGA-FG-5965 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-7636     TCGA-FG-7638     TCGA-FG-8181     TCGA-FG-8185 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-FG-8186     TCGA-FG-8187     TCGA-FG-8188     TCGA-HT-7468 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7470     TCGA-HT-7475     TCGA-HT-7485     TCGA-HT-7607 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7689     TCGA-HT-7692     TCGA-HT-7693 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
    TCGA-HT-7694     TCGA-HT-7875     TCGA-IK-7675 
"PTEN WILD-TYPE" "PTEN WILD-TYPE" "PTEN WILD-TYPE" 
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  PTEN MUTATED             9                0                 2
  PTEN WILD-TYPE          52               53                87
D11V5, multiclass
                   clus
vv                  PTEN MUTATED PTEN WILD-TYPE
  ASTROCYTOMA                  9             52
  OLIGOASTROCYTOMA             0             53
  OLIGODENDROGLIOMA            2             87
D11V6, binary
                cls
clus               0   1
  PTEN MUTATED     1  10
  PTEN WILD-TYPE  92 100
[1] "tbl2"
                cls
clus             [,1] [,2]
  PTEN MUTATED      1   10
  PTEN WILD-TYPE   92  100
           clus
vv          PTEN MUTATED PTEN WILD-TYPE
  GRADE II             1             92
  GRADE III           10            100
D11V7, binary
                cls
clus              0  1
  PTEN MUTATED    5  6
  PTEN WILD-TYPE 98 95
[1] "tbl2"
                cls
clus             [,1] [,2]
  PTEN MUTATED      5    6
  PTEN WILD-TYPE   98   95
     clus
vv    PTEN MUTATED PTEN WILD-TYPE
  NO             5             98
  YES            6             95

Clustering(12) Variable = NF1 MUTATION ANALYSIS
D12V1, survival
               sevent
clus2             0   1
  NF1 MUTATED     8   7
  NF1 WILD-TYPE 146  42
  NF1 MUTATED NF1 WILD-TYPE 
           15           188 
  NF1 MUTATED NF1 WILD-TYPE 
            7            42 
$`NF1 MUTATED`
TCGA-CS-5397 TCGA-DH-5140 TCGA-DU-5847 TCGA-DU-6392 TCGA-DU-6394 TCGA-DU-6397 
        6.38        19.96        17.98       211.17        22.42        46.06 
TCGA-DU-6402 TCGA-DU-7006 TCGA-DU-7299 TCGA-FG-5963 TCGA-HT-7608 TCGA-HT-7857 
        7.00        11.47        43.99        13.38        22.06         0.23 
TCGA-HT-7860 TCGA-HT-7880 TCGA-HT-8010 
        0.49         5.33         1.64 

$`NF1 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-6186 TCGA-CS-6188 
       28.18         0.10        20.98         9.50        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 
       17.95        12.43         8.45         7.53         7.99         7.36 
TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 
        6.58        97.87        58.72        56.75        47.93        52.41 
TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5141 
       46.65        50.17        44.52        13.28        53.06        31.82 
TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 
       30.28        14.40         8.02        14.53        17.42         6.74 
TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 
       13.38         8.45         6.81       182.33        18.94        17.46 
TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6399 TCGA-DU-6400 
       15.12        40.08        49.02        75.16        65.72         1.22 
TCGA-DU-6401 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 
       87.45        11.64       133.74        19.89        16.80        94.52 
TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 
      114.05         7.96         7.69        62.96       156.23       138.25 
TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 
       14.99       105.21         8.84       117.40        90.77        30.67 
TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7300 
       26.30        10.36         7.96        94.29        18.90        62.01 
TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 
       25.91        60.30        23.31        41.98         2.76         5.10 
TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 
        3.98         6.48         6.61         6.05         2.20         3.19 
TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 
        3.52        50.14        67.43        41.13        79.96        57.93 
TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 
      134.27        78.18        95.57       130.78         5.26        25.87 
TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 
       12.39        32.19         7.23         6.21         4.67         3.35 
TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 
        4.14        15.35         4.08        26.37         7.66         9.30 
TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 
        0.89         3.45         3.29         2.27         3.98         7.07 
TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 
        3.16         6.54         0.13         0.10         4.80         7.82 
TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 
        8.81         0.13         0.03        16.54         3.75        14.66 
TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 
        6.54         6.38         0.43        73.35        59.18        54.05 
TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 
      154.09         3.98         3.09        29.82        23.18       107.93 
TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 
        4.57        17.29         3.16        45.99        56.09         0.23 
TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 
       14.27        16.24         0.76         6.05        42.74        31.69 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 
        4.08         0.10         0.10         2.96        17.52         6.90 
TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7858 TCGA-HT-7874 TCGA-HT-7875 
       14.53         3.88        39.09        50.63        37.15         0.33 
TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8011 TCGA-HT-8012 
        0.13         3.22         2.93         1.68        15.42         9.40 
TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 
       21.50        33.01        12.23         5.92         0.46         2.50 
TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 
        3.95         4.67         0.23        29.59         3.88        19.99 
TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 
       13.45         4.64         5.42        28.08         9.37         0.43 
TCGA-IK-7675 TCGA-IK-8125 
       18.97        29.88 

  NF1 MUTATED NF1 WILD-TYPE 
         0.23          0.03 
  NF1 MUTATED NF1 WILD-TYPE 
       211.17        182.33 
  NF1 MUTATED NF1 WILD-TYPE 
        13.38         13.86 
[1] "0.2 - 211.2 (13.4)" "0.0 - 182.3 (13.9)"
   TCGA-CS-4938    TCGA-CS-4941    TCGA-CS-4942    TCGA-CS-4943    TCGA-CS-4944 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-5390    TCGA-CS-5393    TCGA-CS-5394    TCGA-CS-5395    TCGA-CS-5396 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-5397    TCGA-CS-6186    TCGA-CS-6188    TCGA-CS-6290    TCGA-CS-6665 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-6666    TCGA-CS-6667    TCGA-CS-6668    TCGA-CS-6669    TCGA-CS-6670 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DB-5270    TCGA-DB-5273    TCGA-DB-5274    TCGA-DB-5275    TCGA-DB-5276 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DB-5277    TCGA-DB-5278    TCGA-DB-5279    TCGA-DB-5280    TCGA-DB-5281 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DH-5140    TCGA-DH-5141    TCGA-DH-5142    TCGA-DH-5143    TCGA-DH-5144 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-5847    TCGA-DU-5849    TCGA-DU-5851    TCGA-DU-5852    TCGA-DU-5853 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-5854    TCGA-DU-5855    TCGA-DU-5870    TCGA-DU-5871    TCGA-DU-5872 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-5874    TCGA-DU-6392    TCGA-DU-6393    TCGA-DU-6394    TCGA-DU-6395 
"NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" 
   TCGA-DU-6396    TCGA-DU-6397    TCGA-DU-6399    TCGA-DU-6400    TCGA-DU-6401 
"NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-6402    TCGA-DU-6403    TCGA-DU-6404    TCGA-DU-6405    TCGA-DU-6406 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-6407    TCGA-DU-6408    TCGA-DU-6410    TCGA-DU-6542    TCGA-DU-7006 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE"   "NF1 MUTATED" 
   TCGA-DU-7007    TCGA-DU-7008    TCGA-DU-7009    TCGA-DU-7010    TCGA-DU-7011 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-7013    TCGA-DU-7014    TCGA-DU-7015    TCGA-DU-7018    TCGA-DU-7019 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-7290    TCGA-DU-7292    TCGA-DU-7294    TCGA-DU-7298    TCGA-DU-7299 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE"   "NF1 MUTATED" 
   TCGA-DU-7300    TCGA-DU-7301    TCGA-DU-7302    TCGA-DU-7304    TCGA-DU-7306 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-7309    TCGA-DU-8158    TCGA-DU-8162    TCGA-DU-8163    TCGA-DU-8164 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-8165    TCGA-DU-8166    TCGA-DU-8167    TCGA-DU-8168    TCGA-E1-5302 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-E1-5303    TCGA-E1-5304    TCGA-E1-5305    TCGA-E1-5307    TCGA-E1-5311 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-E1-5318    TCGA-E1-5319    TCGA-E1-5322    TCGA-EZ-7264    TCGA-FG-5962 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-5963    TCGA-FG-5964    TCGA-FG-5965    TCGA-FG-6688    TCGA-FG-6689 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-6690    TCGA-FG-6691    TCGA-FG-6692    TCGA-FG-7634    TCGA-FG-7636 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-7637    TCGA-FG-7638    TCGA-FG-7641    TCGA-FG-7643    TCGA-FG-8181 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-8182    TCGA-FG-8185    TCGA-FG-8186    TCGA-FG-8187    TCGA-FG-8188 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-8191    TCGA-FN-7833    TCGA-HT-7467    TCGA-HT-7468    TCGA-HT-7469 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7470    TCGA-HT-7471    TCGA-HT-7472    TCGA-HT-7473    TCGA-HT-7474 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7475    TCGA-HT-7476    TCGA-HT-7478    TCGA-HT-7479    TCGA-HT-7480 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7481    TCGA-HT-7482    TCGA-HT-7483    TCGA-HT-7485    TCGA-HT-7601 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7602    TCGA-HT-7603    TCGA-HT-7604    TCGA-HT-7605    TCGA-HT-7606 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7607    TCGA-HT-7608    TCGA-HT-7609    TCGA-HT-7610    TCGA-HT-7616 
"NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7620    TCGA-HT-7677    TCGA-HT-7680    TCGA-HT-7684    TCGA-HT-7686 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7688    TCGA-HT-7689    TCGA-HT-7690    TCGA-HT-7691    TCGA-HT-7692 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7693    TCGA-HT-7694    TCGA-HT-7695    TCGA-HT-7855    TCGA-HT-7856 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7857    TCGA-HT-7858    TCGA-HT-7860    TCGA-HT-7874    TCGA-HT-7875 
  "NF1 MUTATED" "NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7877    TCGA-HT-7879    TCGA-HT-7880    TCGA-HT-7881    TCGA-HT-7882 
"NF1 WILD-TYPE" "NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-8010    TCGA-HT-8011    TCGA-HT-8012    TCGA-HT-8018    TCGA-HT-8019 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-8104    TCGA-HT-8105    TCGA-HT-8107    TCGA-HT-8108    TCGA-HT-8109 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-8110    TCGA-HT-8111    TCGA-HT-8113    TCGA-HT-8114    TCGA-HW-7486 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HW-7487    TCGA-HW-7489    TCGA-HW-7490    TCGA-HW-7491    TCGA-HW-7493 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HW-7495    TCGA-IK-7675    TCGA-IK-8125 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-4938    TCGA-CS-4941    TCGA-CS-4942    TCGA-CS-4943    TCGA-CS-4944 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-5390    TCGA-CS-5393    TCGA-CS-5394    TCGA-CS-5395    TCGA-CS-5396 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-5397    TCGA-CS-6186    TCGA-CS-6188    TCGA-CS-6290    TCGA-CS-6665 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-6666    TCGA-CS-6667    TCGA-CS-6668    TCGA-CS-6669    TCGA-CS-6670 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DB-5270    TCGA-DB-5273    TCGA-DB-5274    TCGA-DB-5275    TCGA-DB-5276 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DB-5277    TCGA-DB-5278    TCGA-DB-5279    TCGA-DB-5280    TCGA-DB-5281 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DH-5140    TCGA-DH-5141    TCGA-DH-5142    TCGA-DH-5143    TCGA-DH-5144 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-5847    TCGA-DU-5849    TCGA-DU-5851    TCGA-DU-5852    TCGA-DU-5853 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-5854    TCGA-DU-5855    TCGA-DU-5870    TCGA-DU-5871    TCGA-DU-5872 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-5874    TCGA-DU-6392    TCGA-DU-6393    TCGA-DU-6394    TCGA-DU-6395 
"NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" 
   TCGA-DU-6396    TCGA-DU-6397    TCGA-DU-6399    TCGA-DU-6400    TCGA-DU-6401 
"NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-6402    TCGA-DU-6403    TCGA-DU-6404    TCGA-DU-6405    TCGA-DU-6406 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-6407    TCGA-DU-6408    TCGA-DU-6410    TCGA-DU-6542    TCGA-DU-7006 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE"   "NF1 MUTATED" 
   TCGA-DU-7007    TCGA-DU-7008    TCGA-DU-7009    TCGA-DU-7010    TCGA-DU-7011 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-7013    TCGA-DU-7014    TCGA-DU-7015    TCGA-DU-7018    TCGA-DU-7019 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-7290    TCGA-DU-7292    TCGA-DU-7294    TCGA-DU-7298    TCGA-DU-7299 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE"   "NF1 MUTATED" 
   TCGA-DU-7300    TCGA-DU-7301    TCGA-DU-7302    TCGA-DU-7304    TCGA-DU-7306 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-7309    TCGA-DU-8158    TCGA-DU-8162    TCGA-DU-8163    TCGA-DU-8164 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-8165    TCGA-DU-8166    TCGA-DU-8167    TCGA-DU-8168    TCGA-E1-5302 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-E1-5303    TCGA-E1-5304    TCGA-E1-5305    TCGA-E1-5307    TCGA-E1-5311 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-E1-5318    TCGA-E1-5319    TCGA-E1-5322    TCGA-EZ-7264    TCGA-FG-5962 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-5963    TCGA-FG-5964    TCGA-FG-5965    TCGA-FG-6688    TCGA-FG-6689 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-6690    TCGA-FG-6691    TCGA-FG-6692    TCGA-FG-7634    TCGA-FG-7636 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-7637    TCGA-FG-7638    TCGA-FG-7641    TCGA-FG-7643    TCGA-FG-8181 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-8182    TCGA-FG-8185    TCGA-FG-8186    TCGA-FG-8187    TCGA-FG-8188 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-8191    TCGA-FN-7833    TCGA-HT-7467    TCGA-HT-7468    TCGA-HT-7469 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7470    TCGA-HT-7471    TCGA-HT-7472    TCGA-HT-7473    TCGA-HT-7474 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7475    TCGA-HT-7476    TCGA-HT-7478    TCGA-HT-7479    TCGA-HT-7480 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7481    TCGA-HT-7482    TCGA-HT-7483    TCGA-HT-7485    TCGA-HT-7601 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7602    TCGA-HT-7603    TCGA-HT-7604    TCGA-HT-7605    TCGA-HT-7606 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7607    TCGA-HT-7608    TCGA-HT-7609    TCGA-HT-7610    TCGA-HT-7616 
"NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7620    TCGA-HT-7677    TCGA-HT-7680    TCGA-HT-7684    TCGA-HT-7686 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7688    TCGA-HT-7689    TCGA-HT-7690    TCGA-HT-7691    TCGA-HT-7692 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7693    TCGA-HT-7694    TCGA-HT-7695    TCGA-HT-7855    TCGA-HT-7856 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7857    TCGA-HT-7858    TCGA-HT-7860    TCGA-HT-7874    TCGA-HT-7875 
  "NF1 MUTATED" "NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7877    TCGA-HT-7879    TCGA-HT-7880    TCGA-HT-7881    TCGA-HT-7882 
"NF1 WILD-TYPE" "NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-8010    TCGA-HT-8011    TCGA-HT-8012    TCGA-HT-8018    TCGA-HT-8019 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-8104    TCGA-HT-8105    TCGA-HT-8107    TCGA-HT-8108    TCGA-HT-8109 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-8110    TCGA-HT-8111    TCGA-HT-8113    TCGA-HT-8114    TCGA-HW-7486 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HW-7487    TCGA-HW-7489    TCGA-HW-7490    TCGA-HW-7491    TCGA-HW-7493 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HW-7495    TCGA-IK-7675    TCGA-IK-8125 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-4938    TCGA-CS-4941    TCGA-CS-4942    TCGA-CS-4943    TCGA-CS-4944 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-5390    TCGA-CS-5393    TCGA-CS-5394    TCGA-CS-5395    TCGA-CS-5396 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-5397    TCGA-CS-6186    TCGA-CS-6188    TCGA-CS-6290    TCGA-CS-6665 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-CS-6666    TCGA-CS-6667    TCGA-CS-6668    TCGA-CS-6669    TCGA-CS-6670 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DB-5270    TCGA-DB-5273    TCGA-DB-5274    TCGA-DB-5275    TCGA-DB-5276 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DB-5277    TCGA-DB-5278    TCGA-DB-5279    TCGA-DB-5280    TCGA-DB-5281 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DH-5140    TCGA-DH-5141    TCGA-DH-5142    TCGA-DH-5143    TCGA-DH-5144 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-5847    TCGA-DU-5849    TCGA-DU-5851    TCGA-DU-5852    TCGA-DU-5853 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-5854    TCGA-DU-5855    TCGA-DU-5870    TCGA-DU-5871    TCGA-DU-5872 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-5874    TCGA-DU-6392    TCGA-DU-6393    TCGA-DU-6394    TCGA-DU-6395 
"NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" 
   TCGA-DU-6396    TCGA-DU-6397    TCGA-DU-6399    TCGA-DU-6400    TCGA-DU-6401 
"NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-6402    TCGA-DU-6403    TCGA-DU-6404    TCGA-DU-6405    TCGA-DU-6406 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-6407    TCGA-DU-6408    TCGA-DU-6410    TCGA-DU-6542    TCGA-DU-7006 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE"   "NF1 MUTATED" 
   TCGA-DU-7007    TCGA-DU-7008    TCGA-DU-7009    TCGA-DU-7010    TCGA-DU-7011 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-7013    TCGA-DU-7014    TCGA-DU-7015    TCGA-DU-7018    TCGA-DU-7019 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-7290    TCGA-DU-7292    TCGA-DU-7294    TCGA-DU-7298    TCGA-DU-7299 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE"   "NF1 MUTATED" 
   TCGA-DU-7300    TCGA-DU-7301    TCGA-DU-7302    TCGA-DU-7304    TCGA-DU-7306 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-7309    TCGA-DU-8158    TCGA-DU-8162    TCGA-DU-8163    TCGA-DU-8164 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-DU-8165    TCGA-DU-8166    TCGA-DU-8167    TCGA-DU-8168    TCGA-E1-5302 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-E1-5303    TCGA-E1-5304    TCGA-E1-5305    TCGA-E1-5307    TCGA-E1-5311 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-E1-5318    TCGA-E1-5319    TCGA-E1-5322    TCGA-EZ-7264    TCGA-FG-5962 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-5963    TCGA-FG-5964    TCGA-FG-5965    TCGA-FG-6688    TCGA-FG-6689 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-6690    TCGA-FG-6691    TCGA-FG-6692    TCGA-FG-7634    TCGA-FG-7636 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-7637    TCGA-FG-7638    TCGA-FG-7641    TCGA-FG-7643    TCGA-FG-8181 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-8182    TCGA-FG-8185    TCGA-FG-8186    TCGA-FG-8187    TCGA-FG-8188 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-FG-8191    TCGA-FN-7833    TCGA-HT-7467    TCGA-HT-7468    TCGA-HT-7469 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7470    TCGA-HT-7471    TCGA-HT-7472    TCGA-HT-7473    TCGA-HT-7474 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7475    TCGA-HT-7476    TCGA-HT-7478    TCGA-HT-7479    TCGA-HT-7480 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7481    TCGA-HT-7482    TCGA-HT-7483    TCGA-HT-7485    TCGA-HT-7601 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7602    TCGA-HT-7603    TCGA-HT-7604    TCGA-HT-7605    TCGA-HT-7606 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7607    TCGA-HT-7608    TCGA-HT-7609    TCGA-HT-7610    TCGA-HT-7616 
"NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7620    TCGA-HT-7677    TCGA-HT-7680    TCGA-HT-7684    TCGA-HT-7686 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7688    TCGA-HT-7689    TCGA-HT-7690    TCGA-HT-7691    TCGA-HT-7692 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7693    TCGA-HT-7694    TCGA-HT-7695    TCGA-HT-7855    TCGA-HT-7856 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7857    TCGA-HT-7858    TCGA-HT-7860    TCGA-HT-7874    TCGA-HT-7875 
  "NF1 MUTATED" "NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-7877    TCGA-HT-7879    TCGA-HT-7880    TCGA-HT-7881    TCGA-HT-7882 
"NF1 WILD-TYPE" "NF1 WILD-TYPE"   "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-8010    TCGA-HT-8011    TCGA-HT-8012    TCGA-HT-8018    TCGA-HT-8019 
  "NF1 MUTATED" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-8104    TCGA-HT-8105    TCGA-HT-8107    TCGA-HT-8108    TCGA-HT-8109 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HT-8110    TCGA-HT-8111    TCGA-HT-8113    TCGA-HT-8114    TCGA-HW-7486 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HW-7487    TCGA-HW-7489    TCGA-HW-7490    TCGA-HW-7491    TCGA-HW-7493 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
   TCGA-HW-7495    TCGA-IK-7675    TCGA-IK-8125 
"NF1 WILD-TYPE" "NF1 WILD-TYPE" "NF1 WILD-TYPE" 
[1] "hr=" "2.3"
D12V2, continuous
D12V3, binary
               cls
clus              0   1
  NF1 MUTATED     8   7
  NF1 WILD-TYPE  78 111
[1] "tbl2"
               cls
clus            [,1] [,2]
  NF1 MUTATED      8    7
  NF1 WILD-TYPE   78  111
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  FEMALE           8            78
  MALE             7           111
D12V4, continuous
               vv
clus            ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  NF1 MUTATED             9                3                 3
  NF1 WILD-TYPE          52               50                86
D12V5, multiclass
                   clus
vv                  NF1 MUTATED NF1 WILD-TYPE
  ASTROCYTOMA                 9            52
  OLIGOASTROCYTOMA            3            50
  OLIGODENDROGLIOMA           3            86
D12V6, binary
               cls
clus             0  1
  NF1 MUTATED    3 12
  NF1 WILD-TYPE 90 98
[1] "tbl2"
               cls
clus            [,1] [,2]
  NF1 MUTATED      3   12
  NF1 WILD-TYPE   90   98
           clus
vv          NF1 MUTATED NF1 WILD-TYPE
  GRADE II            3            90
  GRADE III          12            98
D12V7, binary
               cls
clus             0  1
  NF1 MUTATED    9  6
  NF1 WILD-TYPE 94 95
[1] "tbl2"
               cls
clus            [,1] [,2]
  NF1 MUTATED      9    6
  NF1 WILD-TYPE   94   95
     clus
vv    NF1 MUTATED NF1 WILD-TYPE
  NO            9            94
  YES           6            95

Clustering(13) Variable = ZNF844 MUTATION ANALYSIS
D13V1, survival
                  sevent
clus2                0   1
  ZNF844 MUTATED     4   0
  ZNF844 WILD-TYPE 150  49
  ZNF844 MUTATED ZNF844 WILD-TYPE 
               4              199 
  ZNF844 MUTATED ZNF844 WILD-TYPE 
               0               49 
$`ZNF844 MUTATED`
TCGA-HT-7610 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7694 
       56.09         6.05        42.74         6.90 

$`ZNF844 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 
      182.33        18.94        17.46        15.12       211.17        40.08 
TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 
       22.42        49.02        75.16        46.06        65.72         1.22 
TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 
       87.45         7.00        11.64       133.74        19.89        16.80 
TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 
       94.52       114.05         7.96         7.69        11.47        62.96 
TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 
      156.23       138.25        14.99       105.21         8.84       117.40 
TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 
       90.77        30.67        26.30        10.36         7.96        94.29 
TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 
       18.90        43.99        62.01        25.91        60.30        23.31 
TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 
       41.98         2.76         5.10         3.98         6.48         6.61 
TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 
        6.05         2.20         3.19         3.52        50.14        67.43 
TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 
       41.13        79.96        57.93       134.27        78.18        95.57 
TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 
      130.78         5.26        25.87        13.38        12.39        32.19 
TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 
        7.23         6.21         4.67         3.35         4.14        15.35 
TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 
        4.08        26.37         7.66         9.30         0.89         3.45 
TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 
        3.29         2.27         3.98         7.07         3.16         6.54 
TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 
        0.13         0.10         4.80         7.82         8.81         0.13 
TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 
        0.03        16.54         3.75        14.66         6.54         6.38 
TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 
        0.43        73.35        59.18        54.05       154.09         3.98 
TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 
        3.09        29.82        23.18       107.93         4.57        17.29 
TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 
        3.16        22.06        45.99         0.23        14.27        16.24 
TCGA-HT-7680 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 
        0.76        31.69         4.08         0.10         0.10         2.96 
TCGA-HT-7693 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 
       17.52        14.53         3.88        39.09         0.23        50.63 
TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 
        0.49        37.15         0.33         0.13         3.22         5.33 
TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 
        2.93         1.68         1.64        15.42         9.40        21.50 
TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 
       33.01        12.23         5.92         0.46         2.50         3.95 
TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 
        4.67         0.23        29.59         3.88        19.99        13.45 
TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 
        4.64         5.42        28.08         9.37         0.43        18.97 
TCGA-IK-8125 
       29.88 

  ZNF844 MUTATED ZNF844 WILD-TYPE 
            6.05             0.03 
  ZNF844 MUTATED ZNF844 WILD-TYPE 
           56.09           211.17 
  ZNF844 MUTATED ZNF844 WILD-TYPE 
           24.82            13.45 
[1] "6.0 - 56.1 (24.8)"  "0.0 - 211.2 (13.4)"
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ZNF844 WILD-TYPE"   "ZNF844 MUTATED" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE"   "ZNF844 MUTATED"   "ZNF844 MUTATED" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE"   "ZNF844 MUTATED" "ZNF844 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ZNF844 WILD-TYPE"   "ZNF844 MUTATED" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE"   "ZNF844 MUTATED"   "ZNF844 MUTATED" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE"   "ZNF844 MUTATED" "ZNF844 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ZNF844 WILD-TYPE"   "ZNF844 MUTATED" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE"   "ZNF844 MUTATED"   "ZNF844 MUTATED" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE"   "ZNF844 MUTATED" "ZNF844 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
[1] "hr="     "9300000"
D13V2, continuous
D13V3, binary
                  cls
clus                 0   1
  ZNF844 MUTATED     2   2
  ZNF844 WILD-TYPE  84 116
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ZNF844 MUTATED      2    2
  ZNF844 WILD-TYPE   84  116
        clus
vv       ZNF844 MUTATED ZNF844 WILD-TYPE
  FEMALE              2               84
  MALE                2              116
D13V4, continuous
[1] "Remove cluster labels:" "ZNF844 MUTATED"        
clus
  ZNF844 MUTATED ZNF844 WILD-TYPE 
               1               92 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5395 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186       TCGA-CS-6188 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666       TCGA-CS-6667 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-CS-6668       TCGA-CS-6669       TCGA-DB-5274       TCGA-DH-5140 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5851 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5852       TCGA-DU-5853       TCGA-DU-5854       TCGA-DU-5855 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-5870       TCGA-DU-5871       TCGA-DU-5874       TCGA-DU-6396 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6407 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-7011       TCGA-DU-7013 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7014       TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299       TCGA-DU-7300 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304       TCGA-DU-7306 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162       TCGA-DU-8163 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-DU-8165       TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-E1-5303       TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-E1-5311       TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-5963       TCGA-FG-5965       TCGA-FG-6688       TCGA-FG-6689 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-6690       TCGA-FG-6691       TCGA-FG-7636       TCGA-FG-7638 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-8181       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-FG-8188       TCGA-HT-7468       TCGA-HT-7470       TCGA-HT-7475 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7485       TCGA-HT-7607       TCGA-HT-7609       TCGA-HT-7689 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7875       TCGA-IK-7675 
"ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" "ZNF844 WILD-TYPE" 
                  vv
clus               ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  ZNF844 MUTATED             1                2                 1
  ZNF844 WILD-TYPE          60               51                88
D13V5, multiclass
                   clus
vv                  ZNF844 MUTATED ZNF844 WILD-TYPE
  ASTROCYTOMA                    1               60
  OLIGOASTROCYTOMA               2               51
  OLIGODENDROGLIOMA              1               88
D13V6, binary
                  cls
clus                 0   1
  ZNF844 MUTATED     1   3
  ZNF844 WILD-TYPE  92 107
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ZNF844 MUTATED      1    3
  ZNF844 WILD-TYPE   92  107
           clus
vv          ZNF844 MUTATED ZNF844 WILD-TYPE
  GRADE II               1               92
  GRADE III              3              107
D13V7, binary
                  cls
clus                 0   1
  ZNF844 MUTATED     2   2
  ZNF844 WILD-TYPE 101  99
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ZNF844 MUTATED      2    2
  ZNF844 WILD-TYPE  101   99
     clus
vv    ZNF844 MUTATED ZNF844 WILD-TYPE
  NO               2              101
  YES              2               99

Clustering(14) Variable = TCF12 MUTATION ANALYSIS
D14V1, survival
                 sevent
clus2               0   1
  TCF12 MUTATED     7   2
  TCF12 WILD-TYPE 147  47
  TCF12 MUTATED TCF12 WILD-TYPE 
              9             194 
  TCF12 MUTATED TCF12 WILD-TYPE 
              2              47 
$`TCF12 MUTATED`
TCGA-CS-6668 TCGA-DB-5270 TCGA-DU-7018 TCGA-E1-5307 TCGA-FG-8182 TCGA-HT-7601 
        7.99        97.87        30.67        57.93         3.29         3.09 
TCGA-HT-7875 TCGA-HT-8011 TCGA-HT-8105 
        0.33        15.42         5.92 

$`TCF12 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6669 
       23.84        17.95        12.43         8.45         7.53         7.36 
TCGA-CS-6670 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 TCGA-DB-5277 
        6.58        58.72        56.75        47.93        52.41        46.65 
TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 TCGA-DH-5141 
       50.17        44.52        13.28        53.06        19.96        31.82 
TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 TCGA-DU-5851 
       30.28        14.40         8.02        17.98        14.53        17.42 
TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 TCGA-DU-5871 
        6.74        13.38         8.45         6.81       182.33        18.94 
TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 
       17.46        15.12       211.17        40.08        22.42        49.02 
TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 
       75.16        46.06        65.72         1.22        87.45         7.00 
TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 
       11.64       133.74        19.89        16.80        94.52       114.05 
TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 
        7.96         7.69        11.47        62.96       156.23       138.25 
TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7019 
       14.99       105.21         8.84       117.40        90.77        26.30 
TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 
       10.36         7.96        94.29        18.90        43.99        62.01 
TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 
       25.91        60.30        23.31        41.98         2.76         5.10 
TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 
        3.98         6.48         6.61         6.05         2.20         3.19 
TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5311 
        3.52        50.14        67.43        41.13        79.96       134.27 
TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 
       78.18        95.57       130.78         5.26        25.87        13.38 
TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 
       12.39        32.19         7.23         6.21         4.67         3.35 
TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 
        4.14        15.35         4.08        26.37         7.66         9.30 
TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 
        0.89         3.45         2.27         3.98         7.07         3.16 
TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 
        6.54         0.13         0.10         4.80         7.82         8.81 
TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 
        0.13         0.03        16.54         3.75        14.66         6.54 
TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 
        6.38         0.43        73.35        59.18        54.05       154.09 
TCGA-HT-7485 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 
        3.98        29.82        23.18       107.93         4.57        17.29 
TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 
        3.16        22.06        45.99        56.09         0.23        14.27 
TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 
       16.24         0.76         6.05        42.74        31.69         4.08 
TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 
        0.10         0.10         2.96        17.52         6.90        14.53 
TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 
        3.88        39.09         0.23        50.63         0.49        37.15 
TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 
        0.13         3.22         5.33         2.93         1.68         1.64 
TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8107 TCGA-HT-8108 
        9.40        21.50        33.01        12.23         0.46         2.50 
TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 
        3.95         4.67         0.23        29.59         3.88        19.99 
TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 
       13.45         4.64         5.42        28.08         9.37         0.43 
TCGA-IK-7675 TCGA-IK-8125 
       18.97        29.88 

  TCF12 MUTATED TCF12 WILD-TYPE 
           0.33            0.03 
  TCF12 MUTATED TCF12 WILD-TYPE 
          97.87          211.17 
  TCF12 MUTATED TCF12 WILD-TYPE 
           7.99           13.86 
[1] "0.3 - 97.9 (8.0)"   "0.0 - 211.2 (13.9)"
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
  "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
  "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
  "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
  "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
  "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
  "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
  "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
  "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
  "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE"   "TCF12 MUTATED" "TCF12 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"TCF12 WILD-TYPE" "TCF12 WILD-TYPE" "TCF12 WILD-TYPE" 
[1] "hr=" "1.1"
D14V2, continuous
D14V3, binary
                 cls
clus                0   1
  TCF12 MUTATED     5   4
  TCF12 WILD-TYPE  81 114
[1] "tbl2"
                 cls
clus              [,1] [,2]
  TCF12 MUTATED      5    4
  TCF12 WILD-TYPE   81  114
        clus
vv       TCF12 MUTATED TCF12 WILD-TYPE
  FEMALE             5              81
  MALE               4             114
D14V4, continuous
                 vv
clus              ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  TCF12 MUTATED             3                1                 5
  TCF12 WILD-TYPE          58               52                84
D14V5, multiclass
                   clus
vv                  TCF12 MUTATED TCF12 WILD-TYPE
  ASTROCYTOMA                   3              58
  OLIGOASTROCYTOMA              1              52
  OLIGODENDROGLIOMA             5              84
D14V6, binary
                 cls
clus                0   1
  TCF12 MUTATED     3   6
  TCF12 WILD-TYPE  90 104
[1] "tbl2"
                 cls
clus              [,1] [,2]
  TCF12 MUTATED      3    6
  TCF12 WILD-TYPE   90  104
           clus
vv          TCF12 MUTATED TCF12 WILD-TYPE
  GRADE II              3              90
  GRADE III             6             104
D14V7, binary
                 cls
clus                0   1
  TCF12 MUTATED     2   7
  TCF12 WILD-TYPE 101  94
[1] "tbl2"
                 cls
clus              [,1] [,2]
  TCF12 MUTATED      2    7
  TCF12 WILD-TYPE  101   94
     clus
vv    TCF12 MUTATED TCF12 WILD-TYPE
  NO              2             101
  YES             7              94

Clustering(15) Variable = ZBTB20 MUTATION ANALYSIS
D15V1, survival
                  sevent
clus2                0   1
  ZBTB20 MUTATED     7   1
  ZBTB20 WILD-TYPE 147  48
  ZBTB20 MUTATED ZBTB20 WILD-TYPE 
               8              195 
  ZBTB20 MUTATED ZBTB20 WILD-TYPE 
               1               48 
$`ZBTB20 MUTATED`
TCGA-DU-5849 TCGA-DU-6392 TCGA-DU-6408 TCGA-FG-7637 TCGA-FG-8187 TCGA-HT-7605 
       14.53       211.17       114.05        26.37         7.07         4.57 
TCGA-HT-7608 TCGA-HT-7881 
       22.06         2.93 

$`ZBTB20 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 
       17.42         6.74        13.38         8.45         6.81       182.33 
TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 
       18.94        17.46        15.12        40.08        22.42        49.02 
TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 
       75.16        46.06        65.72         1.22        87.45         7.00 
TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6410 
       11.64       133.74        19.89        16.80        94.52         7.96 
TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 
        7.69        11.47        62.96       156.23       138.25        14.99 
TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 
      105.21         8.84       117.40        90.77        30.67        26.30 
TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 
       10.36         7.96        94.29        18.90        43.99        62.01 
TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 
       25.91        60.30        23.31        41.98         2.76         5.10 
TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 
        3.98         6.48         6.61         6.05         2.20         3.19 
TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 
        3.52        50.14        67.43        41.13        79.96        57.93 
TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 
      134.27        78.18        95.57       130.78         5.26        25.87 
TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 
       13.38        12.39        32.19         7.23         6.21         4.67 
TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7638 TCGA-FG-7641 
        3.35         4.14        15.35         4.08         7.66         9.30 
TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8188 
        0.89         3.45         3.29         2.27         3.98         3.16 
TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 
        6.54         0.13         0.10         4.80         7.82         8.81 
TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 
        0.13         0.03        16.54         3.75        14.66         6.54 
TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 
        6.38         0.43        73.35        59.18        54.05       154.09 
TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7606 
        3.98         3.09        29.82        23.18       107.93        17.29 
TCGA-HT-7607 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 
        3.16        45.99        56.09         0.23        14.27        16.24 
TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 
        0.76         6.05        42.74        31.69         4.08         0.10 
TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 
        0.10         2.96        17.52         6.90        14.53         3.88 
TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 
       39.09         0.23        50.63         0.49        37.15         0.33 
TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 
        0.13         3.22         5.33         1.68         1.64        15.42 
TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 
        9.40        21.50        33.01        12.23         5.92         0.46 
TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 
        2.50         3.95         4.67         0.23        29.59         3.88 
TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 
       19.99        13.45         4.64         5.42        28.08         9.37 
TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        0.43        18.97        29.88 

  ZBTB20 MUTATED ZBTB20 WILD-TYPE 
            2.93             0.03 
  ZBTB20 MUTATED ZBTB20 WILD-TYPE 
          211.17           182.33 
  ZBTB20 MUTATED ZBTB20 WILD-TYPE 
          18.295           13.380 
[1] "2.9 - 211.2 (18.3)" "0.0 - 182.3 (13.4)"
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
  "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
  "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
  "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
  "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
  "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
  "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE"   "ZBTB20 MUTATED" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
[1] "hr=" "3.7"
D15V2, continuous
D15V3, binary
                  cls
clus                 0   1
  ZBTB20 MUTATED     2   6
  ZBTB20 WILD-TYPE  84 112
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ZBTB20 MUTATED      2    6
  ZBTB20 WILD-TYPE   84  112
        clus
vv       ZBTB20 MUTATED ZBTB20 WILD-TYPE
  FEMALE              2               84
  MALE                6              112
D15V4, continuous
[1] "Remove cluster labels:" "ZBTB20 MUTATED"        
clus
  ZBTB20 MUTATED ZBTB20 WILD-TYPE 
               2               91 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5395 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186       TCGA-CS-6188 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666       TCGA-CS-6667 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-CS-6668       TCGA-CS-6669       TCGA-DB-5274       TCGA-DH-5140 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5851 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5852       TCGA-DU-5853       TCGA-DU-5854       TCGA-DU-5855 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-5870       TCGA-DU-5871       TCGA-DU-5874       TCGA-DU-6396 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6407 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-6410       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7294 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7298       TCGA-DU-7299       TCGA-DU-7300       TCGA-DU-7301 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-7302       TCGA-DU-7304       TCGA-DU-7306       TCGA-DU-7309 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-8158       TCGA-DU-8162       TCGA-DU-8163       TCGA-DU-8165 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-FG-5963 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-5965       TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-6691       TCGA-FG-7636       TCGA-FG-7638       TCGA-FG-8181 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8188       TCGA-HT-7468 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7470       TCGA-HT-7475       TCGA-HT-7485       TCGA-HT-7607 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7689       TCGA-HT-7692       TCGA-HT-7693 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
      TCGA-HT-7694       TCGA-HT-7875       TCGA-IK-7675 
"ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" "ZBTB20 WILD-TYPE" 
                  vv
clus               ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  ZBTB20 MUTATED             1                3                 4
  ZBTB20 WILD-TYPE          60               50                85
D15V5, multiclass
                   clus
vv                  ZBTB20 MUTATED ZBTB20 WILD-TYPE
  ASTROCYTOMA                    1               60
  OLIGOASTROCYTOMA               3               50
  OLIGODENDROGLIOMA              4               85
D15V6, binary
                  cls
clus                 0   1
  ZBTB20 MUTATED     6   2
  ZBTB20 WILD-TYPE  87 108
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ZBTB20 MUTATED      6    2
  ZBTB20 WILD-TYPE   87  108
           clus
vv          ZBTB20 MUTATED ZBTB20 WILD-TYPE
  GRADE II               6               87
  GRADE III              2              108
D15V7, binary
                  cls
clus                 0   1
  ZBTB20 MUTATED     2   6
  ZBTB20 WILD-TYPE 101  95
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ZBTB20 MUTATED      2    6
  ZBTB20 WILD-TYPE  101   95
     clus
vv    ZBTB20 MUTATED ZBTB20 WILD-TYPE
  NO               2              101
  YES              6               95

Clustering(16) Variable = TIMD4 MUTATION ANALYSIS
D16V1, survival
                 sevent
clus2               0   1
  TIMD4 MUTATED     5   0
  TIMD4 WILD-TYPE 149  49
  TIMD4 MUTATED TIMD4 WILD-TYPE 
              5             198 
  TIMD4 MUTATED TIMD4 WILD-TYPE 
              0              49 
$`TIMD4 MUTATED`
TCGA-DU-7008 TCGA-DU-7302 TCGA-FG-8185 TCGA-HT-7609 TCGA-HT-7680 
      156.23        60.30         2.27        45.99         0.76 

$`TIMD4 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 
      182.33        18.94        17.46        15.12       211.17        40.08 
TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 
       22.42        49.02        75.16        46.06        65.72         1.22 
TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 
       87.45         7.00        11.64       133.74        19.89        16.80 
TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 
       94.52       114.05         7.96         7.69        11.47        62.96 
TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 
      138.25        14.99       105.21         8.84       117.40        90.77 
TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 
       30.67        26.30        10.36         7.96        94.29        18.90 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 
       43.99        62.01        25.91        23.31        41.98         2.76 
TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 
        5.10         3.98         6.48         6.61         6.05         2.20 
TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 
        3.19         3.52        50.14        67.43        41.13        79.96 
TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 
       57.93       134.27        78.18        95.57       130.78         5.26 
TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 
       25.87        13.38        12.39        32.19         7.23         6.21 
TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 
        4.67         3.35         4.14        15.35         4.08        26.37 
TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8186 
        7.66         9.30         0.89         3.45         3.29         3.98 
TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 
        7.07         3.16         6.54         0.13         0.10         4.80 
TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 
        7.82         8.81         0.13         0.03        16.54         3.75 
TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 
       14.66         6.54         6.38         0.43        73.35        59.18 
TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 
       54.05       154.09         3.98         3.09        29.82        23.18 
TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7610 
      107.93         4.57        17.29         3.16        22.06        56.09 
TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 
        0.23        14.27        16.24         6.05        42.74        31.69 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 
        4.08         0.10         0.10         2.96        17.52         6.90 
TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 
       14.53         3.88        39.09         0.23        50.63         0.49 
TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 
       37.15         0.33         0.13         3.22         5.33         2.93 
TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 
        1.68         1.64        15.42         9.40        21.50        33.01 
TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 
       12.23         5.92         0.46         2.50         3.95         4.67 
TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 
        0.23        29.59         3.88        19.99        13.45         4.64 
TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        5.42        28.08         9.37         0.43        18.97        29.88 

  TIMD4 MUTATED TIMD4 WILD-TYPE 
           0.76            0.03 
  TIMD4 MUTATED TIMD4 WILD-TYPE 
         156.23          211.17 
  TIMD4 MUTATED TIMD4 WILD-TYPE 
         45.990          13.415 
[1] "0.8 - 156.2 (46.0)" "0.0 - 211.2 (13.4)"
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
  "TIMD4 MUTATED" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
  "TIMD4 MUTATED" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
  "TIMD4 MUTATED" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"TIMD4 WILD-TYPE"   "TIMD4 MUTATED" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" "TIMD4 WILD-TYPE" 
[1] "hr="     "2.7e+07"
D16V2, continuous
D16V3, binary
                 cls
clus                0   1
  TIMD4 MUTATED     3   2
  TIMD4 WILD-TYPE  83 116
[1] "tbl2"
                 cls
clus              [,1] [,2]
  TIMD4 MUTATED      3    2
  TIMD4 WILD-TYPE   83  116
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  FEMALE             3              83
  MALE               2             116
D16V4, continuous
                 vv
clus              ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  TIMD4 MUTATED             2                1                 2
  TIMD4 WILD-TYPE          59               52                87
D16V5, multiclass
                   clus
vv                  TIMD4 MUTATED TIMD4 WILD-TYPE
  ASTROCYTOMA                   2              59
  OLIGOASTROCYTOMA              1              52
  OLIGODENDROGLIOMA             2              87
D16V6, binary
                 cls
clus                0   1
  TIMD4 MUTATED     2   3
  TIMD4 WILD-TYPE  91 107
[1] "tbl2"
                 cls
clus              [,1] [,2]
  TIMD4 MUTATED      2    3
  TIMD4 WILD-TYPE   91  107
           clus
vv          TIMD4 MUTATED TIMD4 WILD-TYPE
  GRADE II              2              91
  GRADE III             3             107
D16V7, binary
                 cls
clus                0   1
  TIMD4 MUTATED     1   4
  TIMD4 WILD-TYPE 102  97
[1] "tbl2"
                 cls
clus              [,1] [,2]
  TIMD4 MUTATED      1    4
  TIMD4 WILD-TYPE  102   97
     clus
vv    TIMD4 MUTATED TIMD4 WILD-TYPE
  NO              1             102
  YES             4              97

Clustering(17) Variable = CREBZF MUTATION ANALYSIS
D17V1, survival
                  sevent
clus2                0   1
  CREBZF MUTATED     3   1
  CREBZF WILD-TYPE 151  48
  CREBZF MUTATED CREBZF WILD-TYPE 
               4              199 
  CREBZF MUTATED CREBZF WILD-TYPE 
               1               48 
$`CREBZF MUTATED`
TCGA-DU-7298 TCGA-DU-7302 TCGA-DU-8168 TCGA-HT-7694 
       18.90        60.30         3.52         6.90 

$`CREBZF WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 
      182.33        18.94        17.46        15.12       211.17        40.08 
TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 
       22.42        49.02        75.16        46.06        65.72         1.22 
TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 
       87.45         7.00        11.64       133.74        19.89        16.80 
TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 
       94.52       114.05         7.96         7.69        11.47        62.96 
TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 
      156.23       138.25        14.99       105.21         8.84       117.40 
TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 
       90.77        30.67        26.30        10.36         7.96        94.29 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 
       43.99        62.01        25.91        23.31        41.98         2.76 
TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 
        5.10         3.98         6.48         6.61         6.05         2.20 
TCGA-DU-8167 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 
        3.19        50.14        67.43        41.13        79.96        57.93 
TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 
      134.27        78.18        95.57       130.78         5.26        25.87 
TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 
       13.38        12.39        32.19         7.23         6.21         4.67 
TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 
        3.35         4.14        15.35         4.08        26.37         7.66 
TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 
        9.30         0.89         3.45         3.29         2.27         3.98 
TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 
        7.07         3.16         6.54         0.13         0.10         4.80 
TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 
        7.82         8.81         0.13         0.03        16.54         3.75 
TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 
       14.66         6.54         6.38         0.43        73.35        59.18 
TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 
       54.05       154.09         3.98         3.09        29.82        23.18 
TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 
      107.93         4.57        17.29         3.16        22.06        45.99 
TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 
       56.09         0.23        14.27        16.24         0.76         6.05 
TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 
       42.74        31.69         4.08         0.10         0.10         2.96 
TCGA-HT-7693 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 
       17.52        14.53         3.88        39.09         0.23        50.63 
TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 
        0.49        37.15         0.33         0.13         3.22         5.33 
TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 
        2.93         1.68         1.64        15.42         9.40        21.50 
TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 
       33.01        12.23         5.92         0.46         2.50         3.95 
TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 
        4.67         0.23        29.59         3.88        19.99        13.45 
TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 
        4.64         5.42        28.08         9.37         0.43        18.97 
TCGA-IK-8125 
       29.88 

  CREBZF MUTATED CREBZF WILD-TYPE 
            3.52             0.03 
  CREBZF MUTATED CREBZF WILD-TYPE 
           60.30           211.17 
  CREBZF MUTATED CREBZF WILD-TYPE 
           12.90            13.45 
[1] "3.5 - 60.3 (12.9)"  "0.0 - 211.2 (13.4)"
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE"   "CREBZF MUTATED" "CREBZF WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"CREBZF WILD-TYPE" "CREBZF WILD-TYPE" "CREBZF WILD-TYPE" 
[1] "hr=" "1.6"
D17V2, continuous
D17V3, binary
                  cls
clus                 0   1
  CREBZF MUTATED     3   1
  CREBZF WILD-TYPE  83 117
[1] "tbl2"
                  cls
clus               [,1] [,2]
  CREBZF MUTATED      3    1
  CREBZF WILD-TYPE   83  117
        clus
vv       CREBZF MUTATED CREBZF WILD-TYPE
  FEMALE              3               83
  MALE                1              117
D17V4, continuous
                  vv
clus               ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  CREBZF MUTATED             1                0                 3
  CREBZF WILD-TYPE          60               53                86
D17V5, multiclass
                   clus
vv                  CREBZF MUTATED CREBZF WILD-TYPE
  ASTROCYTOMA                    1               60
  OLIGOASTROCYTOMA               0               53
  OLIGODENDROGLIOMA              3               86
D17V6, binary
                  cls
clus                 0   1
  CREBZF MUTATED     0   4
  CREBZF WILD-TYPE  93 106
[1] "tbl2"
                  cls
clus               [,1] [,2]
  CREBZF MUTATED      0    4
  CREBZF WILD-TYPE   93  106
           clus
vv          CREBZF MUTATED CREBZF WILD-TYPE
  GRADE II               0               93
  GRADE III              4              106
D17V7, binary
                  cls
clus                 0   1
  CREBZF MUTATED     2   2
  CREBZF WILD-TYPE 101  99
[1] "tbl2"
                  cls
clus               [,1] [,2]
  CREBZF MUTATED      2    2
  CREBZF WILD-TYPE  101   99
     clus
vv    CREBZF MUTATED CREBZF WILD-TYPE
  NO               2              101
  YES              2               99

Clustering(18) Variable = ZNF57 MUTATION ANALYSIS
D18V1, survival
                 sevent
clus2               0   1
  ZNF57 MUTATED     5   1
  ZNF57 WILD-TYPE 149  48
  ZNF57 MUTATED ZNF57 WILD-TYPE 
              6             197 
  ZNF57 MUTATED ZNF57 WILD-TYPE 
              1              48 
$`ZNF57 MUTATED`
TCGA-DU-6392 TCGA-DU-8158 TCGA-FN-7833 TCGA-HT-7601 TCGA-HT-7604 TCGA-HT-7693 
      211.17         5.10         0.13         3.09       107.93        17.52 

$`ZNF57 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 
      182.33        18.94        17.46        15.12        40.08        22.42 
TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 
       49.02        75.16        46.06        65.72         1.22        87.45 
TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 
        7.00        11.64       133.74        19.89        16.80        94.52 
TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 
      114.05         7.96         7.69        11.47        62.96       156.23 
TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 
      138.25        14.99       105.21         8.84       117.40        90.77 
TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 
       30.67        26.30        10.36         7.96        94.29        18.90 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 
       43.99        62.01        25.91        60.30        23.31        41.98 
TCGA-DU-7309 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 
        2.76         3.98         6.48         6.61         6.05         2.20 
TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 
        3.19         3.52        50.14        67.43        41.13        79.96 
TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 
       57.93       134.27        78.18        95.57       130.78         5.26 
TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 
       25.87        13.38        12.39        32.19         7.23         6.21 
TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 
        4.67         3.35         4.14        15.35         4.08        26.37 
TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
        7.66         9.30         0.89         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-HT-7467 TCGA-HT-7468 
        3.98         7.07         3.16         6.54         0.10         4.80 
TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 
        7.82         8.81         0.13         0.03        16.54         3.75 
TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 
       14.66         6.54         6.38         0.43        73.35        59.18 
TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7605 
       54.05       154.09         3.98        29.82        23.18         4.57 
TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 
       17.29         3.16        22.06        45.99        56.09         0.23 
TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 
       14.27        16.24         0.76         6.05        42.74        31.69 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7694 TCGA-HT-7695 
        4.08         0.10         0.10         2.96         6.90        14.53 
TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 
        3.88        39.09         0.23        50.63         0.49        37.15 
TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 
        0.33         0.13         3.22         5.33         2.93         1.68 
TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 
        1.64        15.42         9.40        21.50        33.01        12.23 
TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 
        5.92         0.46         2.50         3.95         4.67         0.23 
TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 
       29.59         3.88        19.99        13.45         4.64         5.42 
TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
       28.08         9.37         0.43        18.97        29.88 

  ZNF57 MUTATED ZNF57 WILD-TYPE 
           0.13            0.03 
  ZNF57 MUTATED ZNF57 WILD-TYPE 
         211.17          182.33 
  ZNF57 MUTATED ZNF57 WILD-TYPE 
          11.31           13.45 
[1] "0.1 - 211.2 (11.3)" "0.0 - 182.3 (13.4)"
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
  "ZNF57 MUTATED" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
  "ZNF57 MUTATED" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
  "ZNF57 MUTATED" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE"   "ZNF57 MUTATED" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"ZNF57 WILD-TYPE"   "ZNF57 MUTATED" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
[1] "hr=" "3"  
D18V2, continuous
D18V3, binary
                 cls
clus                0   1
  ZNF57 MUTATED     4   2
  ZNF57 WILD-TYPE  82 116
[1] "tbl2"
                 cls
clus              [,1] [,2]
  ZNF57 MUTATED      4    2
  ZNF57 WILD-TYPE   82  116
        clus
vv       ZNF57 MUTATED ZNF57 WILD-TYPE
  FEMALE             4              82
  MALE               2             116
D18V4, continuous
[1] "Remove cluster labels:" "ZNF57 MUTATED"         
clus
  ZNF57 MUTATED ZNF57 WILD-TYPE 
              2              91 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5395 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186      TCGA-CS-6188 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666      TCGA-CS-6667 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-CS-6668      TCGA-CS-6669      TCGA-DB-5274      TCGA-DH-5140 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5851 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5852      TCGA-DU-5853      TCGA-DU-5854      TCGA-DU-5855 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-5870      TCGA-DU-5871      TCGA-DU-5874      TCGA-DU-6396 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6407 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-7011      TCGA-DU-7013 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7014      TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299      TCGA-DU-7300 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304      TCGA-DU-7306 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-7309      TCGA-DU-8162      TCGA-DU-8163      TCGA-DU-8165 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-FG-5963 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-5965      TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-6691      TCGA-FG-7636      TCGA-FG-7638      TCGA-FG-8181 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187      TCGA-FG-8188 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7470      TCGA-HT-7475      TCGA-HT-7485 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7607      TCGA-HT-7609      TCGA-HT-7689      TCGA-HT-7692 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
     TCGA-HT-7694      TCGA-HT-7875      TCGA-IK-7675 
"ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" "ZNF57 WILD-TYPE" 
                 vv
clus              ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  ZNF57 MUTATED             4                1                 1
  ZNF57 WILD-TYPE          57               52                88
D18V5, multiclass
                   clus
vv                  ZNF57 MUTATED ZNF57 WILD-TYPE
  ASTROCYTOMA                   4              57
  OLIGOASTROCYTOMA              1              52
  OLIGODENDROGLIOMA             1              88
D18V6, binary
                 cls
clus                0   1
  ZNF57 MUTATED     2   4
  ZNF57 WILD-TYPE  91 106
[1] "tbl2"
                 cls
clus              [,1] [,2]
  ZNF57 MUTATED      2    4
  ZNF57 WILD-TYPE   91  106
           clus
vv          ZNF57 MUTATED ZNF57 WILD-TYPE
  GRADE II              2              91
  GRADE III             4             106
D18V7, binary
                 cls
clus                0   1
  ZNF57 MUTATED     3   3
  ZNF57 WILD-TYPE 100  98
[1] "tbl2"
                 cls
clus              [,1] [,2]
  ZNF57 MUTATED      3    3
  ZNF57 WILD-TYPE  100   98
     clus
vv    ZNF57 MUTATED ZNF57 WILD-TYPE
  NO              3             100
  YES             3              98

Clustering(19) Variable = ARID1A MUTATION ANALYSIS
D19V1, survival
                  sevent
clus2                0   1
  ARID1A MUTATED    10   1
  ARID1A WILD-TYPE 144  48
  ARID1A MUTATED ARID1A WILD-TYPE 
              11              192 
  ARID1A MUTATED ARID1A WILD-TYPE 
               1               48 
$`ARID1A MUTATED`
TCGA-DB-5275 TCGA-DU-5853 TCGA-DU-6392 TCGA-DU-6410 TCGA-DU-7009 TCGA-DU-7304 
       47.93        13.38       211.17         7.96       138.25        23.31 
TCGA-FG-5962 TCGA-FG-7637 TCGA-HT-7468 TCGA-HT-7688 TCGA-HW-7490 
       25.87        26.37         4.80        31.69         5.42 

$`ARID1A WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5276 
        7.36         6.58        97.87        58.72        56.75        52.41 
TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 
       46.65        50.17        44.52        13.28        53.06        19.96 
TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 
       31.82        30.28        14.40         8.02        17.98        14.53 
TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 TCGA-DU-5871 
       17.42         6.74         8.45         6.81       182.33        18.94 
TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 
       17.46        15.12        40.08        22.42        49.02        75.16 
TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 
       46.06        65.72         1.22        87.45         7.00        11.64 
TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6542 
      133.74        19.89        16.80        94.52       114.05         7.69 
TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 
       11.47        62.96       156.23        14.99       105.21         8.84 
TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 
      117.40        90.77        30.67        26.30        10.36         7.96 
TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 
       94.29        18.90        43.99        62.01        25.91        60.30 
TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 
       41.98         2.76         5.10         3.98         6.48         6.61 
TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 
        6.05         2.20         3.19         3.52        50.14        67.43 
TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 
       41.13        79.96        57.93       134.27        78.18        95.57 
TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 
      130.78         5.26        13.38        12.39        32.19         7.23 
TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 
        6.21         4.67         3.35         4.14        15.35         4.08 
TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
        7.66         9.30         0.89         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 
        3.98         7.07         3.16         6.54         0.13         0.10 
TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 
        7.82         8.81         0.13         0.03        16.54         3.75 
TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 
       14.66         6.54         6.38         0.43        73.35        59.18 
TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 
       54.05       154.09         3.98         3.09        29.82        23.18 
TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 
      107.93         4.57        17.29         3.16        22.06        45.99 
TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 
       56.09         0.23        14.27        16.24         0.76         6.05 
TCGA-HT-7686 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 
       42.74         4.08         0.10         0.10         2.96        17.52 
TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 
        6.90        14.53         3.88        39.09         0.23        50.63 
TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 
        0.49        37.15         0.33         0.13         3.22         5.33 
TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 
        2.93         1.68         1.64        15.42         9.40        21.50 
TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 
       33.01        12.23         5.92         0.46         2.50         3.95 
TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 
        4.67         0.23        29.59         3.88        19.99        13.45 
TCGA-HW-7489 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        4.64        28.08         9.37         0.43        18.97        29.88 

  ARID1A MUTATED ARID1A WILD-TYPE 
            4.80             0.03 
  ARID1A MUTATED ARID1A WILD-TYPE 
          211.17           182.33 
  ARID1A MUTATED ARID1A WILD-TYPE 
           25.87            13.33 
[1] "4.8 - 211.2 (25.9)" "0.0 - 182.3 (13.3)"
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" "ARID1A WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" "ARID1A WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
  "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
  "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ARID1A WILD-TYPE"   "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" "ARID1A WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" "ARID1A WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
  "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
  "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ARID1A WILD-TYPE"   "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" "ARID1A WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" "ARID1A WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
  "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE"   "ARID1A MUTATED" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
  "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
  "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ARID1A WILD-TYPE"   "ARID1A MUTATED" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ARID1A WILD-TYPE" "ARID1A WILD-TYPE" "ARID1A WILD-TYPE" 
[1] "hr=" "5.5"
D19V2, continuous
D19V3, binary
                  cls
clus                 0   1
  ARID1A MUTATED     2   9
  ARID1A WILD-TYPE  84 109
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ARID1A MUTATED      2    9
  ARID1A WILD-TYPE   84  109
        clus
vv       ARID1A MUTATED ARID1A WILD-TYPE
  FEMALE              2               84
  MALE                9              109
D19V4, continuous
                  vv
clus               ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  ARID1A MUTATED             2                4                 5
  ARID1A WILD-TYPE          59               49                84
D19V5, multiclass
                   clus
vv                  ARID1A MUTATED ARID1A WILD-TYPE
  ASTROCYTOMA                    2               59
  OLIGOASTROCYTOMA               4               49
  OLIGODENDROGLIOMA              5               84
D19V6, binary
                  cls
clus                 0   1
  ARID1A MUTATED     4   7
  ARID1A WILD-TYPE  89 103
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ARID1A MUTATED      4    7
  ARID1A WILD-TYPE   89  103
           clus
vv          ARID1A MUTATED ARID1A WILD-TYPE
  GRADE II               4               89
  GRADE III              7              103
D19V7, binary
                  cls
clus                0  1
  ARID1A MUTATED    7  4
  ARID1A WILD-TYPE 96 97
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ARID1A MUTATED      7    4
  ARID1A WILD-TYPE   96   97
     clus
vv    ARID1A MUTATED ARID1A WILD-TYPE
  NO               7               96
  YES              4               97

Clustering(20) Variable = EGFR MUTATION ANALYSIS
D20V1, survival
                sevent
clus2              0   1
  EGFR MUTATED     5   5
  EGFR WILD-TYPE 149  44
  EGFR MUTATED EGFR WILD-TYPE 
            10            193 
  EGFR MUTATED EGFR WILD-TYPE 
             5             44 
$`EGFR MUTATED`
TCGA-DU-5852 TCGA-DU-6392 TCGA-DU-7006 TCGA-DU-7013 TCGA-DU-7292 TCGA-DU-8158 
        6.74       211.17        11.47         8.84         7.96         5.10 
TCGA-DU-8162 TCGA-FG-6692 TCGA-HT-8107 TCGA-HT-8110 
        3.98         4.14         0.46         4.67 

$`EGFR WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 
       14.53        17.42        13.38         8.45         6.81       182.33 
TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 
       18.94        17.46        15.12        40.08        22.42        49.02 
TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 
       75.16        46.06        65.72         1.22        87.45         7.00 
TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 
       11.64       133.74        19.89        16.80        94.52       114.05 
TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 
        7.96         7.69        62.96       156.23       138.25        14.99 
TCGA-DU-7011 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 
      105.21       117.40        90.77        30.67        26.30        10.36 
TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 
       94.29        18.90        43.99        62.01        25.91        60.30 
TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 
       23.31        41.98         2.76         6.48         6.61         6.05 
TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 
        2.20         3.19         3.52        50.14        67.43        41.13 
TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 
       79.96        57.93       134.27        78.18        95.57       130.78 
TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 
        5.26        25.87        13.38        12.39        32.19         7.23 
TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 
        6.21         4.67         3.35        15.35         4.08        26.37 
TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
        7.66         9.30         0.89         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 
        3.98         7.07         3.16         6.54         0.13         0.10 
TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 
        4.80         7.82         8.81         0.13         0.03        16.54 
TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 
        3.75        14.66         6.54         6.38         0.43        73.35 
TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 
       59.18        54.05       154.09         3.98         3.09        29.82 
TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 
       23.18       107.93         4.57        17.29         3.16        22.06 
TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 
       45.99        56.09         0.23        14.27        16.24         0.76 
TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 
        6.05        42.74        31.69         4.08         0.10         0.10 
TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 
        2.96        17.52         6.90        14.53         3.88        39.09 
TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 
        0.23        50.63         0.49        37.15         0.33         0.13 
TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 
        3.22         5.33         2.93         1.68         1.64        15.42 
TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8108 
        9.40        21.50        33.01        12.23         5.92         2.50 
TCGA-HT-8109 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 
        3.95         0.23        29.59         3.88        19.99        13.45 
TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 
        4.64         5.42        28.08         9.37         0.43        18.97 
TCGA-IK-8125 
       29.88 

  EGFR MUTATED EGFR WILD-TYPE 
          0.46           0.03 
  EGFR MUTATED EGFR WILD-TYPE 
        211.17         182.33 
  EGFR MUTATED EGFR WILD-TYPE 
          5.92          14.53 
[1] "0.5 - 211.2 (5.9)"  "0.0 - 182.3 (14.5)"
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
  "EGFR MUTATED" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
  "EGFR MUTATED" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED"   "EGFR MUTATED" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
  "EGFR MUTATED" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
  "EGFR MUTATED" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
  "EGFR MUTATED" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED"   "EGFR MUTATED" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
  "EGFR MUTATED" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
  "EGFR MUTATED" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
  "EGFR MUTATED" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED"   "EGFR MUTATED" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
  "EGFR MUTATED" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"EGFR WILD-TYPE" "EGFR WILD-TYPE"   "EGFR MUTATED" "EGFR WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"EGFR WILD-TYPE" "EGFR WILD-TYPE" "EGFR WILD-TYPE" 
[1] "hr=" "2.8"
D20V2, continuous
D20V3, binary
                cls
clus               0   1
  EGFR MUTATED     5   5
  EGFR WILD-TYPE  81 113
[1] "tbl2"
                cls
clus             [,1] [,2]
  EGFR MUTATED      5    5
  EGFR WILD-TYPE   81  113
        clus
vv       EGFR MUTATED EGFR WILD-TYPE
  FEMALE            5             81
  MALE              5            113
D20V4, continuous
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  EGFR MUTATED             6                2                 2
  EGFR WILD-TYPE          55               51                87
D20V5, multiclass
                   clus
vv                  EGFR MUTATED EGFR WILD-TYPE
  ASTROCYTOMA                  6             55
  OLIGOASTROCYTOMA             2             51
  OLIGODENDROGLIOMA            2             87
D20V6, binary
                cls
clus               0   1
  EGFR MUTATED     1   9
  EGFR WILD-TYPE  92 101
[1] "tbl2"
                cls
clus             [,1] [,2]
  EGFR MUTATED      1    9
  EGFR WILD-TYPE   92  101
           clus
vv          EGFR MUTATED EGFR WILD-TYPE
  GRADE II             1             92
  GRADE III            9            101
D20V7, binary
                cls
clus              0  1
  EGFR MUTATED    4  6
  EGFR WILD-TYPE 99 95
[1] "tbl2"
                cls
clus             [,1] [,2]
  EGFR MUTATED      4    6
  EGFR WILD-TYPE   99   95
     clus
vv    EGFR MUTATED EGFR WILD-TYPE
  NO             4             99
  YES            6             95

Clustering(21) Variable = EMG1 MUTATION ANALYSIS
D21V1, survival
                sevent
clus2              0   1
  EMG1 MUTATED     4   0
  EMG1 WILD-TYPE 150  49
  EMG1 MUTATED EMG1 WILD-TYPE 
             4            199 
  EMG1 MUTATED EMG1 WILD-TYPE 
             0             49 
$`EMG1 MUTATED`
TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7677 TCGA-HT-7856 
        3.98         3.09        16.24        39.09 

$`EMG1 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 
      182.33        18.94        17.46        15.12       211.17        40.08 
TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 
       22.42        49.02        75.16        46.06        65.72         1.22 
TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 
       87.45         7.00        11.64       133.74        19.89        16.80 
TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 
       94.52       114.05         7.96         7.69        11.47        62.96 
TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 
      156.23       138.25        14.99       105.21         8.84       117.40 
TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 
       90.77        30.67        26.30        10.36         7.96        94.29 
TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 
       18.90        43.99        62.01        25.91        60.30        23.31 
TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 
       41.98         2.76         5.10         3.98         6.48         6.61 
TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 
        6.05         2.20         3.19         3.52        50.14        67.43 
TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 
       41.13        79.96        57.93       134.27        78.18        95.57 
TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 
      130.78         5.26        25.87        13.38        12.39        32.19 
TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 
        7.23         6.21         4.67         3.35         4.14        15.35 
TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 
        4.08        26.37         7.66         9.30         0.89         3.45 
TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 
        3.29         2.27         3.98         7.07         3.16         6.54 
TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 
        0.13         0.10         4.80         7.82         8.81         0.13 
TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 
        0.03        16.54         3.75        14.66         6.54         6.38 
TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7602 
        0.43        73.35        59.18        54.05       154.09        29.82 
TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 
       23.18       107.93         4.57        17.29         3.16        22.06 
TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7680 TCGA-HT-7684 
       45.99        56.09         0.23        14.27         0.76         6.05 
TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 
       42.74        31.69         4.08         0.10         0.10         2.96 
TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7857 TCGA-HT-7858 
       17.52         6.90        14.53         3.88         0.23        50.63 
TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 
        0.49        37.15         0.33         0.13         3.22         5.33 
TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 
        2.93         1.68         1.64        15.42         9.40        21.50 
TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 
       33.01        12.23         5.92         0.46         2.50         3.95 
TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 
        4.67         0.23        29.59         3.88        19.99        13.45 
TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 
        4.64         5.42        28.08         9.37         0.43        18.97 
TCGA-IK-8125 
       29.88 

  EMG1 MUTATED EMG1 WILD-TYPE 
          3.09           0.03 
  EMG1 MUTATED EMG1 WILD-TYPE 
         39.09         211.17 
  EMG1 MUTATED EMG1 WILD-TYPE 
         10.11          13.45 
[1] "3.1 - 39.1 (10.1)"  "0.0 - 211.2 (13.4)"
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE"   "EMG1 MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
  "EMG1 MUTATED" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
  "EMG1 MUTATED" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"EMG1 WILD-TYPE"   "EMG1 MUTATED" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE"   "EMG1 MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
  "EMG1 MUTATED" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
  "EMG1 MUTATED" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"EMG1 WILD-TYPE"   "EMG1 MUTATED" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE"   "EMG1 MUTATED" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
  "EMG1 MUTATED" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
  "EMG1 MUTATED" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"EMG1 WILD-TYPE"   "EMG1 MUTATED" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
[1] "hr="     "9100000"
D21V2, continuous
D21V3, binary
                cls
clus               0   1
  EMG1 MUTATED     1   3
  EMG1 WILD-TYPE  85 115
[1] "tbl2"
                cls
clus             [,1] [,2]
  EMG1 MUTATED      1    3
  EMG1 WILD-TYPE   85  115
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  FEMALE            1             85
  MALE              3            115
D21V4, continuous
[1] "Remove cluster labels:" "EMG1 MUTATED"          
clus
  EMG1 MUTATED EMG1 WILD-TYPE 
             1             92 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5395 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186     TCGA-CS-6188 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666     TCGA-CS-6667 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-CS-6668     TCGA-CS-6669     TCGA-DB-5274     TCGA-DH-5140 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5851 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5852     TCGA-DU-5853     TCGA-DU-5854     TCGA-DU-5855 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-5870     TCGA-DU-5871     TCGA-DU-5874     TCGA-DU-6396 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6407 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-7011     TCGA-DU-7013 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7014     TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299     TCGA-DU-7300 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304     TCGA-DU-7306 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162     TCGA-DU-8163 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-DU-8165     TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-E1-5303     TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-E1-5311     TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-5963     TCGA-FG-5965     TCGA-FG-6688     TCGA-FG-6689 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-6690     TCGA-FG-6691     TCGA-FG-7636     TCGA-FG-7638 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-8181     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-FG-8188     TCGA-HT-7468     TCGA-HT-7470     TCGA-HT-7475 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7607     TCGA-HT-7609     TCGA-HT-7689     TCGA-HT-7692 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
    TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7875     TCGA-IK-7675 
"EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" "EMG1 WILD-TYPE" 
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  EMG1 MUTATED             2                0                 2
  EMG1 WILD-TYPE          59               53                87
D21V5, multiclass
                   clus
vv                  EMG1 MUTATED EMG1 WILD-TYPE
  ASTROCYTOMA                  2             59
  OLIGOASTROCYTOMA             0             53
  OLIGODENDROGLIOMA            2             87
D21V6, binary
                cls
clus               0   1
  EMG1 MUTATED     1   3
  EMG1 WILD-TYPE  92 107
[1] "tbl2"
                cls
clus             [,1] [,2]
  EMG1 MUTATED      1    3
  EMG1 WILD-TYPE   92  107
           clus
vv          EMG1 MUTATED EMG1 WILD-TYPE
  GRADE II             1             92
  GRADE III            3            107
D21V7, binary
                cls
clus               0   1
  EMG1 MUTATED     3   1
  EMG1 WILD-TYPE 100 100
[1] "tbl2"
                cls
clus             [,1] [,2]
  EMG1 MUTATED      3    1
  EMG1 WILD-TYPE  100  100
     clus
vv    EMG1 MUTATED EMG1 WILD-TYPE
  NO             3            100
  YES            1            100

Clustering(22) Variable = PRAMEF11 MUTATION ANALYSIS
D22V1, survival
                    sevent
clus2                  0   1
  PRAMEF11 MUTATED     6   0
  PRAMEF11 WILD-TYPE 148  49
  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE 
                 6                197 
  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE 
                 0                 49 
$`PRAMEF11 MUTATED`
TCGA-CS-6665 TCGA-DU-5849 TCGA-DU-6392 TCGA-FG-8181 TCGA-HT-7688 TCGA-HT-8010 
       12.43        14.53       211.17         3.45        31.69         1.64 

$`PRAMEF11 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 
       23.84        17.95         8.45         7.53         7.99         7.36 
TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 
        6.58        97.87        58.72        56.75        47.93        52.41 
TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 
       46.65        50.17        44.52        13.28        53.06        19.96 
TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5851 
       31.82        30.28        14.40         8.02        17.98        17.42 
TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 TCGA-DU-5871 
        6.74        13.38         8.45         6.81       182.33        18.94 
TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 
       17.46        15.12        40.08        22.42        49.02        75.16 
TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 
       46.06        65.72         1.22        87.45         7.00        11.64 
TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 
      133.74        19.89        16.80        94.52       114.05         7.96 
TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 
        7.69        11.47        62.96       156.23       138.25        14.99 
TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 
      105.21         8.84       117.40        90.77        30.67        26.30 
TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 
       10.36         7.96        94.29        18.90        43.99        62.01 
TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 
       25.91        60.30        23.31        41.98         2.76         5.10 
TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 
        3.98         6.48         6.61         6.05         2.20         3.19 
TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 
        3.52        50.14        67.43        41.13        79.96        57.93 
TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 
      134.27        78.18        95.57       130.78         5.26        25.87 
TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 
       13.38        12.39        32.19         7.23         6.21         4.67 
TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 
        3.35         4.14        15.35         4.08        26.37         7.66 
TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 
        9.30         0.89         3.29         2.27         3.98         7.07 
TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 
        3.16         6.54         0.13         0.10         4.80         7.82 
TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 
        8.81         0.13         0.03        16.54         3.75        14.66 
TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 
        6.54         6.38         0.43        73.35        59.18        54.05 
TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 
      154.09         3.98         3.09        29.82        23.18       107.93 
TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 
        4.57        17.29         3.16        22.06        45.99        56.09 
TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 
        0.23        14.27        16.24         0.76         6.05        42.74 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 
        4.08         0.10         0.10         2.96        17.52         6.90 
TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 
       14.53         3.88        39.09         0.23        50.63         0.49 
TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 
       37.15         0.33         0.13         3.22         5.33         2.93 
TCGA-HT-7882 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 
        1.68        15.42         9.40        21.50        33.01        12.23 
TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 
        5.92         0.46         2.50         3.95         4.67         0.23 
TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 
       29.59         3.88        19.99        13.45         4.64         5.42 
TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
       28.08         9.37         0.43        18.97        29.88 

  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE 
              1.64               0.03 
  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE 
            211.17             182.33 
  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE 
             13.48              13.45 
[1] "1.6 - 211.2 (13.5)" "0.0 - 182.3 (13.4)"
        TCGA-CS-4938         TCGA-CS-4941         TCGA-CS-4942 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-4943         TCGA-CS-4944         TCGA-CS-5390 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-5393         TCGA-CS-5394         TCGA-CS-5395 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-5396         TCGA-CS-5397         TCGA-CS-6186 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-6188         TCGA-CS-6290         TCGA-CS-6665 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" 
        TCGA-CS-6666         TCGA-CS-6667         TCGA-CS-6668 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-6669         TCGA-CS-6670         TCGA-DB-5270 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DB-5273         TCGA-DB-5274         TCGA-DB-5275 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DB-5276         TCGA-DB-5277         TCGA-DB-5278 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DB-5279         TCGA-DB-5280         TCGA-DB-5281 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DH-5140         TCGA-DH-5141         TCGA-DH-5142 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DH-5143         TCGA-DH-5144         TCGA-DU-5847 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5849         TCGA-DU-5851         TCGA-DU-5852 
  "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5853         TCGA-DU-5854         TCGA-DU-5855 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5870         TCGA-DU-5871         TCGA-DU-5872 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5874         TCGA-DU-6392         TCGA-DU-6393 
"PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6394         TCGA-DU-6395         TCGA-DU-6396 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6397         TCGA-DU-6399         TCGA-DU-6400 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6401         TCGA-DU-6402         TCGA-DU-6403 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6404         TCGA-DU-6405         TCGA-DU-6406 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6407         TCGA-DU-6408         TCGA-DU-6410 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6542         TCGA-DU-7006         TCGA-DU-7007 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7008         TCGA-DU-7009         TCGA-DU-7010 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7011         TCGA-DU-7013         TCGA-DU-7014 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7015         TCGA-DU-7018         TCGA-DU-7019 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7290         TCGA-DU-7292         TCGA-DU-7294 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7298         TCGA-DU-7299         TCGA-DU-7300 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7301         TCGA-DU-7302         TCGA-DU-7304 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7306         TCGA-DU-7309         TCGA-DU-8158 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8162         TCGA-DU-8163         TCGA-DU-8164 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8165         TCGA-DU-8166         TCGA-DU-8167 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8168         TCGA-E1-5302         TCGA-E1-5303 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5304         TCGA-E1-5305         TCGA-E1-5307 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5311         TCGA-E1-5318         TCGA-E1-5319 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5322         TCGA-EZ-7264         TCGA-FG-5962 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-5963         TCGA-FG-5964         TCGA-FG-5965 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-6688         TCGA-FG-6689         TCGA-FG-6690 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-6691         TCGA-FG-6692         TCGA-FG-7634 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-7636         TCGA-FG-7637         TCGA-FG-7638 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-7641         TCGA-FG-7643         TCGA-FG-8181 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" 
        TCGA-FG-8182         TCGA-FG-8185         TCGA-FG-8186 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-8187         TCGA-FG-8188         TCGA-FG-8191 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FN-7833         TCGA-HT-7467         TCGA-HT-7468 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7469         TCGA-HT-7470         TCGA-HT-7471 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7472         TCGA-HT-7473         TCGA-HT-7474 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7475         TCGA-HT-7476         TCGA-HT-7478 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7479         TCGA-HT-7480         TCGA-HT-7481 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7482         TCGA-HT-7483         TCGA-HT-7485 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7601         TCGA-HT-7602         TCGA-HT-7603 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7604         TCGA-HT-7605         TCGA-HT-7606 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7607         TCGA-HT-7608         TCGA-HT-7609 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7610         TCGA-HT-7616         TCGA-HT-7620 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7677         TCGA-HT-7680         TCGA-HT-7684 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7686         TCGA-HT-7688         TCGA-HT-7689 
"PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7690         TCGA-HT-7691         TCGA-HT-7692 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7693         TCGA-HT-7694         TCGA-HT-7695 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7855         TCGA-HT-7856         TCGA-HT-7857 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7858         TCGA-HT-7860         TCGA-HT-7874 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7875         TCGA-HT-7877         TCGA-HT-7879 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7880         TCGA-HT-7881         TCGA-HT-7882 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8010         TCGA-HT-8011         TCGA-HT-8012 
  "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8018         TCGA-HT-8019         TCGA-HT-8104 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8105         TCGA-HT-8107         TCGA-HT-8108 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8109         TCGA-HT-8110         TCGA-HT-8111 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8113         TCGA-HT-8114         TCGA-HW-7486 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HW-7487         TCGA-HW-7489         TCGA-HW-7490 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HW-7491         TCGA-HW-7493         TCGA-HW-7495 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-IK-7675         TCGA-IK-8125 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-4938         TCGA-CS-4941         TCGA-CS-4942 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-4943         TCGA-CS-4944         TCGA-CS-5390 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-5393         TCGA-CS-5394         TCGA-CS-5395 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-5396         TCGA-CS-5397         TCGA-CS-6186 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-6188         TCGA-CS-6290         TCGA-CS-6665 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" 
        TCGA-CS-6666         TCGA-CS-6667         TCGA-CS-6668 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-6669         TCGA-CS-6670         TCGA-DB-5270 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DB-5273         TCGA-DB-5274         TCGA-DB-5275 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DB-5276         TCGA-DB-5277         TCGA-DB-5278 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DB-5279         TCGA-DB-5280         TCGA-DB-5281 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DH-5140         TCGA-DH-5141         TCGA-DH-5142 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DH-5143         TCGA-DH-5144         TCGA-DU-5847 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5849         TCGA-DU-5851         TCGA-DU-5852 
  "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5853         TCGA-DU-5854         TCGA-DU-5855 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5870         TCGA-DU-5871         TCGA-DU-5872 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5874         TCGA-DU-6392         TCGA-DU-6393 
"PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6394         TCGA-DU-6395         TCGA-DU-6396 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6397         TCGA-DU-6399         TCGA-DU-6400 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6401         TCGA-DU-6402         TCGA-DU-6403 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6404         TCGA-DU-6405         TCGA-DU-6406 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6407         TCGA-DU-6408         TCGA-DU-6410 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6542         TCGA-DU-7006         TCGA-DU-7007 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7008         TCGA-DU-7009         TCGA-DU-7010 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7011         TCGA-DU-7013         TCGA-DU-7014 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7015         TCGA-DU-7018         TCGA-DU-7019 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7290         TCGA-DU-7292         TCGA-DU-7294 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7298         TCGA-DU-7299         TCGA-DU-7300 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7301         TCGA-DU-7302         TCGA-DU-7304 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7306         TCGA-DU-7309         TCGA-DU-8158 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8162         TCGA-DU-8163         TCGA-DU-8164 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8165         TCGA-DU-8166         TCGA-DU-8167 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8168         TCGA-E1-5302         TCGA-E1-5303 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5304         TCGA-E1-5305         TCGA-E1-5307 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5311         TCGA-E1-5318         TCGA-E1-5319 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5322         TCGA-EZ-7264         TCGA-FG-5962 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-5963         TCGA-FG-5964         TCGA-FG-5965 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-6688         TCGA-FG-6689         TCGA-FG-6690 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-6691         TCGA-FG-6692         TCGA-FG-7634 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-7636         TCGA-FG-7637         TCGA-FG-7638 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-7641         TCGA-FG-7643         TCGA-FG-8181 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" 
        TCGA-FG-8182         TCGA-FG-8185         TCGA-FG-8186 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-8187         TCGA-FG-8188         TCGA-FG-8191 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FN-7833         TCGA-HT-7467         TCGA-HT-7468 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7469         TCGA-HT-7470         TCGA-HT-7471 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7472         TCGA-HT-7473         TCGA-HT-7474 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7475         TCGA-HT-7476         TCGA-HT-7478 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7479         TCGA-HT-7480         TCGA-HT-7481 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7482         TCGA-HT-7483         TCGA-HT-7485 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7601         TCGA-HT-7602         TCGA-HT-7603 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7604         TCGA-HT-7605         TCGA-HT-7606 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7607         TCGA-HT-7608         TCGA-HT-7609 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7610         TCGA-HT-7616         TCGA-HT-7620 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7677         TCGA-HT-7680         TCGA-HT-7684 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7686         TCGA-HT-7688         TCGA-HT-7689 
"PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7690         TCGA-HT-7691         TCGA-HT-7692 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7693         TCGA-HT-7694         TCGA-HT-7695 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7855         TCGA-HT-7856         TCGA-HT-7857 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7858         TCGA-HT-7860         TCGA-HT-7874 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7875         TCGA-HT-7877         TCGA-HT-7879 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7880         TCGA-HT-7881         TCGA-HT-7882 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8010         TCGA-HT-8011         TCGA-HT-8012 
  "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8018         TCGA-HT-8019         TCGA-HT-8104 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8105         TCGA-HT-8107         TCGA-HT-8108 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8109         TCGA-HT-8110         TCGA-HT-8111 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8113         TCGA-HT-8114         TCGA-HW-7486 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HW-7487         TCGA-HW-7489         TCGA-HW-7490 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HW-7491         TCGA-HW-7493         TCGA-HW-7495 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-IK-7675         TCGA-IK-8125 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-4938         TCGA-CS-4941         TCGA-CS-4942 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-4943         TCGA-CS-4944         TCGA-CS-5390 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-5393         TCGA-CS-5394         TCGA-CS-5395 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-5396         TCGA-CS-5397         TCGA-CS-6186 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-6188         TCGA-CS-6290         TCGA-CS-6665 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" 
        TCGA-CS-6666         TCGA-CS-6667         TCGA-CS-6668 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-6669         TCGA-CS-6670         TCGA-DB-5270 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DB-5273         TCGA-DB-5274         TCGA-DB-5275 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DB-5276         TCGA-DB-5277         TCGA-DB-5278 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DB-5279         TCGA-DB-5280         TCGA-DB-5281 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DH-5140         TCGA-DH-5141         TCGA-DH-5142 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DH-5143         TCGA-DH-5144         TCGA-DU-5847 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5849         TCGA-DU-5851         TCGA-DU-5852 
  "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5853         TCGA-DU-5854         TCGA-DU-5855 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5870         TCGA-DU-5871         TCGA-DU-5872 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5874         TCGA-DU-6392         TCGA-DU-6393 
"PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6394         TCGA-DU-6395         TCGA-DU-6396 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6397         TCGA-DU-6399         TCGA-DU-6400 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6401         TCGA-DU-6402         TCGA-DU-6403 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6404         TCGA-DU-6405         TCGA-DU-6406 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6407         TCGA-DU-6408         TCGA-DU-6410 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6542         TCGA-DU-7006         TCGA-DU-7007 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7008         TCGA-DU-7009         TCGA-DU-7010 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7011         TCGA-DU-7013         TCGA-DU-7014 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7015         TCGA-DU-7018         TCGA-DU-7019 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7290         TCGA-DU-7292         TCGA-DU-7294 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7298         TCGA-DU-7299         TCGA-DU-7300 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7301         TCGA-DU-7302         TCGA-DU-7304 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7306         TCGA-DU-7309         TCGA-DU-8158 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8162         TCGA-DU-8163         TCGA-DU-8164 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8165         TCGA-DU-8166         TCGA-DU-8167 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8168         TCGA-E1-5302         TCGA-E1-5303 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5304         TCGA-E1-5305         TCGA-E1-5307 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5311         TCGA-E1-5318         TCGA-E1-5319 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5322         TCGA-EZ-7264         TCGA-FG-5962 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-5963         TCGA-FG-5964         TCGA-FG-5965 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-6688         TCGA-FG-6689         TCGA-FG-6690 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-6691         TCGA-FG-6692         TCGA-FG-7634 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-7636         TCGA-FG-7637         TCGA-FG-7638 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-7641         TCGA-FG-7643         TCGA-FG-8181 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" 
        TCGA-FG-8182         TCGA-FG-8185         TCGA-FG-8186 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-8187         TCGA-FG-8188         TCGA-FG-8191 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FN-7833         TCGA-HT-7467         TCGA-HT-7468 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7469         TCGA-HT-7470         TCGA-HT-7471 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7472         TCGA-HT-7473         TCGA-HT-7474 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7475         TCGA-HT-7476         TCGA-HT-7478 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7479         TCGA-HT-7480         TCGA-HT-7481 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7482         TCGA-HT-7483         TCGA-HT-7485 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7601         TCGA-HT-7602         TCGA-HT-7603 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7604         TCGA-HT-7605         TCGA-HT-7606 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7607         TCGA-HT-7608         TCGA-HT-7609 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7610         TCGA-HT-7616         TCGA-HT-7620 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7677         TCGA-HT-7680         TCGA-HT-7684 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7686         TCGA-HT-7688         TCGA-HT-7689 
"PRAMEF11 WILD-TYPE"   "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7690         TCGA-HT-7691         TCGA-HT-7692 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7693         TCGA-HT-7694         TCGA-HT-7695 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7855         TCGA-HT-7856         TCGA-HT-7857 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7858         TCGA-HT-7860         TCGA-HT-7874 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7875         TCGA-HT-7877         TCGA-HT-7879 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7880         TCGA-HT-7881         TCGA-HT-7882 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8010         TCGA-HT-8011         TCGA-HT-8012 
  "PRAMEF11 MUTATED" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8018         TCGA-HT-8019         TCGA-HT-8104 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8105         TCGA-HT-8107         TCGA-HT-8108 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8109         TCGA-HT-8110         TCGA-HT-8111 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-8113         TCGA-HT-8114         TCGA-HW-7486 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HW-7487         TCGA-HW-7489         TCGA-HW-7490 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HW-7491         TCGA-HW-7493         TCGA-HW-7495 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-IK-7675         TCGA-IK-8125 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
[1] "hr="     "2.7e+07"
D22V2, continuous
D22V3, binary
                    cls
clus                   0   1
  PRAMEF11 MUTATED     3   3
  PRAMEF11 WILD-TYPE  83 115
[1] "tbl2"
                    cls
clus                 [,1] [,2]
  PRAMEF11 MUTATED      3    3
  PRAMEF11 WILD-TYPE   83  115
        clus
vv       PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  FEMALE                3                 83
  MALE                  3                115
D22V4, continuous
[1] "Remove cluster labels:" "PRAMEF11 MUTATED"      
clus
  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE 
                 2                 91 
        TCGA-CS-4938         TCGA-CS-4941         TCGA-CS-4942 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-4943         TCGA-CS-4944         TCGA-CS-5390 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-5393         TCGA-CS-5395         TCGA-CS-5396 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-5397         TCGA-CS-6186         TCGA-CS-6188 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-6290         TCGA-CS-6666         TCGA-CS-6667 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-CS-6668         TCGA-CS-6669         TCGA-DB-5274 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DH-5140         TCGA-DH-5142         TCGA-DH-5143 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DH-5144         TCGA-DU-5851         TCGA-DU-5852 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5853         TCGA-DU-5854         TCGA-DU-5855 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-5870         TCGA-DU-5871         TCGA-DU-5874 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6396         TCGA-DU-6403         TCGA-DU-6404 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6405         TCGA-DU-6407         TCGA-DU-6408 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-6410         TCGA-DU-7011         TCGA-DU-7013 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7014         TCGA-DU-7015         TCGA-DU-7018 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7019         TCGA-DU-7294         TCGA-DU-7298 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7299         TCGA-DU-7300         TCGA-DU-7301 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7302         TCGA-DU-7304         TCGA-DU-7306 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-7309         TCGA-DU-8158         TCGA-DU-8162 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8163         TCGA-DU-8165         TCGA-DU-8167 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-DU-8168         TCGA-E1-5302         TCGA-E1-5303 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5304         TCGA-E1-5305         TCGA-E1-5307 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5311         TCGA-E1-5318         TCGA-E1-5319 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-E1-5322         TCGA-FG-5963         TCGA-FG-5965 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-6688         TCGA-FG-6689         TCGA-FG-6690 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-6691         TCGA-FG-7636         TCGA-FG-7638 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-8185         TCGA-FG-8186         TCGA-FG-8187 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-FG-8188         TCGA-HT-7468         TCGA-HT-7470 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7475         TCGA-HT-7485         TCGA-HT-7607 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7609         TCGA-HT-7689         TCGA-HT-7692 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-HT-7693         TCGA-HT-7694         TCGA-HT-7875 
"PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" "PRAMEF11 WILD-TYPE" 
        TCGA-IK-7675 
"PRAMEF11 WILD-TYPE" 
                    vv
clus                 ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  PRAMEF11 MUTATED             2                1                 3
  PRAMEF11 WILD-TYPE          59               52                86
D22V5, multiclass
                   clus
vv                  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  ASTROCYTOMA                      2                 59
  OLIGOASTROCYTOMA                 1                 52
  OLIGODENDROGLIOMA                3                 86
D22V6, binary
                    cls
clus                   0   1
  PRAMEF11 MUTATED     2   4
  PRAMEF11 WILD-TYPE  91 106
[1] "tbl2"
                    cls
clus                 [,1] [,2]
  PRAMEF11 MUTATED      2    4
  PRAMEF11 WILD-TYPE   91  106
           clus
vv          PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  GRADE II                 2                 91
  GRADE III                4                106
D22V7, binary
                    cls
clus                   0   1
  PRAMEF11 MUTATED     3   3
  PRAMEF11 WILD-TYPE 100  98
[1] "tbl2"
                    cls
clus                 [,1] [,2]
  PRAMEF11 MUTATED      3    3
  PRAMEF11 WILD-TYPE  100   98
     clus
vv    PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  NO                 3                100
  YES                3                 98

Clustering(23) Variable = PRDM9 MUTATION ANALYSIS
D23V1, survival
                 sevent
clus2               0   1
  PRDM9 MUTATED     5   1
  PRDM9 WILD-TYPE 149  48
  PRDM9 MUTATED PRDM9 WILD-TYPE 
              6             197 
  PRDM9 MUTATED PRDM9 WILD-TYPE 
              1              48 
$`PRDM9 MUTATED`
TCGA-CS-5393 TCGA-DU-6392 TCGA-HT-7610 TCGA-HT-7686 TCGA-HT-8110 TCGA-IK-7675 
       28.18       211.17        56.09        42.74         4.67        18.97 

$`PRDM9 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 
        0.10        20.98         9.50         6.38        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 
       17.95        12.43         8.45         7.53         7.99         7.36 
TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 
        6.58        97.87        58.72        56.75        47.93        52.41 
TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 
       46.65        50.17        44.52        13.28        53.06        19.96 
TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 
       31.82        30.28        14.40         8.02        17.98        14.53 
TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 
       17.42         6.74        13.38         8.45         6.81       182.33 
TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 
       18.94        17.46        15.12        40.08        22.42        49.02 
TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 
       75.16        46.06        65.72         1.22        87.45         7.00 
TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 
       11.64       133.74        19.89        16.80        94.52       114.05 
TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 
        7.96         7.69        11.47        62.96       156.23       138.25 
TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 
       14.99       105.21         8.84       117.40        90.77        30.67 
TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 
       26.30        10.36         7.96        94.29        18.90        43.99 
TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 
       62.01        25.91        60.30        23.31        41.98         2.76 
TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 
        5.10         3.98         6.48         6.61         6.05         2.20 
TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 
        3.19         3.52        50.14        67.43        41.13        79.96 
TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 
       57.93       134.27        78.18        95.57       130.78         5.26 
TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 
       25.87        13.38        12.39        32.19         7.23         6.21 
TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 
        4.67         3.35         4.14        15.35         4.08        26.37 
TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
        7.66         9.30         0.89         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 
        3.98         7.07         3.16         6.54         0.13         0.10 
TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 
        4.80         7.82         8.81         0.13         0.03        16.54 
TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 
        3.75        14.66         6.54         6.38         0.43        73.35 
TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 
       59.18        54.05       154.09         3.98         3.09        29.82 
TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 
       23.18       107.93         4.57        17.29         3.16        22.06 
TCGA-HT-7609 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 
       45.99         0.23        14.27        16.24         0.76         6.05 
TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 
       31.69         4.08         0.10         0.10         2.96        17.52 
TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 
        6.90        14.53         3.88        39.09         0.23        50.63 
TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 
        0.49        37.15         0.33         0.13         3.22         5.33 
TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 
        2.93         1.68         1.64        15.42         9.40        21.50 
TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 
       33.01        12.23         5.92         0.46         2.50         3.95 
TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 
        0.23        29.59         3.88        19.99        13.45         4.64 
TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-8125 
        5.42        28.08         9.37         0.43        29.88 

  PRDM9 MUTATED PRDM9 WILD-TYPE 
           4.67            0.03 
  PRDM9 MUTATED PRDM9 WILD-TYPE 
         211.17          182.33 
  PRDM9 MUTATED PRDM9 WILD-TYPE 
          35.46           13.38 
[1] "4.7 - 211.2 (35.5)" "0.0 - 182.3 (13.4)"
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"PRDM9 WILD-TYPE"   "PRDM9 MUTATED" "PRDM9 WILD-TYPE" 
[1] "hr=" "2.9"
D23V2, continuous
D23V3, binary
                 cls
clus                0   1
  PRDM9 MUTATED     3   3
  PRDM9 WILD-TYPE  83 115
[1] "tbl2"
                 cls
clus              [,1] [,2]
  PRDM9 MUTATED      3    3
  PRDM9 WILD-TYPE   83  115
        clus
vv       PRDM9 MUTATED PRDM9 WILD-TYPE
  FEMALE             3              83
  MALE               3             115
D23V4, continuous
[1] "Remove cluster labels:" "PRDM9 MUTATED"         
clus
  PRDM9 MUTATED PRDM9 WILD-TYPE 
              2              91 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5395      TCGA-CS-5396 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-5397      TCGA-CS-6186      TCGA-CS-6188      TCGA-CS-6290 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-6665      TCGA-CS-6666      TCGA-CS-6667      TCGA-CS-6668 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-CS-6669      TCGA-DB-5274      TCGA-DH-5140      TCGA-DH-5142 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5851      TCGA-DU-5852 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5853      TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-5871      TCGA-DU-5874      TCGA-DU-6396      TCGA-DU-6403 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6407      TCGA-DU-6408 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-6410      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7294 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7298      TCGA-DU-7299      TCGA-DU-7300      TCGA-DU-7301 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-7302      TCGA-DU-7304      TCGA-DU-7306      TCGA-DU-7309 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-8158      TCGA-DU-8162      TCGA-DU-8163      TCGA-DU-8165 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-FG-5963 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-5965      TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-6691      TCGA-FG-7636      TCGA-FG-7638      TCGA-FG-8181 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187      TCGA-FG-8188 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7470      TCGA-HT-7475      TCGA-HT-7485 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7607      TCGA-HT-7609      TCGA-HT-7689      TCGA-HT-7692 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
     TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7875 
"PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" "PRDM9 WILD-TYPE" 
                 vv
clus              ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  PRDM9 MUTATED             4                1                 1
  PRDM9 WILD-TYPE          57               52                88
D23V5, multiclass
                   clus
vv                  PRDM9 MUTATED PRDM9 WILD-TYPE
  ASTROCYTOMA                   4              57
  OLIGOASTROCYTOMA              1              52
  OLIGODENDROGLIOMA             1              88
D23V6, binary
                 cls
clus                0   1
  PRDM9 MUTATED     2   4
  PRDM9 WILD-TYPE  91 106
[1] "tbl2"
                 cls
clus              [,1] [,2]
  PRDM9 MUTATED      2    4
  PRDM9 WILD-TYPE   91  106
           clus
vv          PRDM9 MUTATED PRDM9 WILD-TYPE
  GRADE II              2              91
  GRADE III             4             106
D23V7, binary
                 cls
clus               0  1
  PRDM9 MUTATED    4  2
  PRDM9 WILD-TYPE 99 99
[1] "tbl2"
                 cls
clus              [,1] [,2]
  PRDM9 MUTATED      4    2
  PRDM9 WILD-TYPE   99   99
     clus
vv    PRDM9 MUTATED PRDM9 WILD-TYPE
  NO              4              99
  YES             2              99

Clustering(24) Variable = NOX4 MUTATION ANALYSIS
D24V1, survival
                sevent
clus2              0   1
  NOX4 MUTATED     4   1
  NOX4 WILD-TYPE 150  48
  NOX4 MUTATED NOX4 WILD-TYPE 
             5            198 
  NOX4 MUTATED NOX4 WILD-TYPE 
             1             48 
$`NOX4 MUTATED`
TCGA-DU-5851 TCGA-DU-6392 TCGA-FG-7641 TCGA-HT-7475 TCGA-HT-7616 
       17.42       211.17         9.30        14.66         0.23 

$`NOX4 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 
       14.53         6.74        13.38         8.45         6.81       182.33 
TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 
       18.94        17.46        15.12        40.08        22.42        49.02 
TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 
       75.16        46.06        65.72         1.22        87.45         7.00 
TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 
       11.64       133.74        19.89        16.80        94.52       114.05 
TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 
        7.96         7.69        11.47        62.96       156.23       138.25 
TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 
       14.99       105.21         8.84       117.40        90.77        30.67 
TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 
       26.30        10.36         7.96        94.29        18.90        43.99 
TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 
       62.01        25.91        60.30        23.31        41.98         2.76 
TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 
        5.10         3.98         6.48         6.61         6.05         2.20 
TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 
        3.19         3.52        50.14        67.43        41.13        79.96 
TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 
       57.93       134.27        78.18        95.57       130.78         5.26 
TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 
       25.87        13.38        12.39        32.19         7.23         6.21 
TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 
        4.67         3.35         4.14        15.35         4.08        26.37 
TCGA-FG-7638 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 
        7.66         0.89         3.45         3.29         2.27         3.98 
TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 
        7.07         3.16         6.54         0.13         0.10         4.80 
TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 
        7.82         8.81         0.13         0.03        16.54         3.75 
TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 
        6.54         6.38         0.43        73.35        59.18        54.05 
TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 
      154.09         3.98         3.09        29.82        23.18       107.93 
TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 
        4.57        17.29         3.16        22.06        45.99        56.09 
TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 
       14.27        16.24         0.76         6.05        42.74        31.69 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 
        4.08         0.10         0.10         2.96        17.52         6.90 
TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 
       14.53         3.88        39.09         0.23        50.63         0.49 
TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 
       37.15         0.33         0.13         3.22         5.33         2.93 
TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 
        1.68         1.64        15.42         9.40        21.50        33.01 
TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 
       12.23         5.92         0.46         2.50         3.95         4.67 
TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 
        0.23        29.59         3.88        19.99        13.45         4.64 
TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        5.42        28.08         9.37         0.43        18.97        29.88 

  NOX4 MUTATED NOX4 WILD-TYPE 
          0.23           0.03 
  NOX4 MUTATED NOX4 WILD-TYPE 
        211.17         182.33 
  NOX4 MUTATED NOX4 WILD-TYPE 
        14.660         13.415 
[1] "0.2 - 211.2 (14.7)" "0.0 - 182.3 (13.4)"
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE"   "NOX4 MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE"   "NOX4 MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE"   "NOX4 MUTATED" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE"   "NOX4 MUTATED" "NOX4 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
[1] "hr=" "2"  
D24V2, continuous
D24V3, binary
                cls
clus               0   1
  NOX4 MUTATED     2   3
  NOX4 WILD-TYPE  84 115
[1] "tbl2"
                cls
clus             [,1] [,2]
  NOX4 MUTATED      2    3
  NOX4 WILD-TYPE   84  115
        clus
vv       NOX4 MUTATED NOX4 WILD-TYPE
  FEMALE            2             84
  MALE              3            115
D24V4, continuous
[1] "Remove cluster labels:" "NOX4 MUTATED"          
clus
  NOX4 MUTATED NOX4 WILD-TYPE 
             2             91 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5395 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186     TCGA-CS-6188 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666     TCGA-CS-6667 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-CS-6668     TCGA-CS-6669     TCGA-DB-5274     TCGA-DH-5140 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5852 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5853     TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-5871     TCGA-DU-5874     TCGA-DU-6396     TCGA-DU-6403 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6407     TCGA-DU-6408 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-6410     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7294 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7298     TCGA-DU-7299     TCGA-DU-7300     TCGA-DU-7301 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-7302     TCGA-DU-7304     TCGA-DU-7306     TCGA-DU-7309 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-8158     TCGA-DU-8162     TCGA-DU-8163     TCGA-DU-8165 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-FG-5963 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-5965     TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-6691     TCGA-FG-7636     TCGA-FG-7638     TCGA-FG-8181 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187     TCGA-FG-8188 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7470     TCGA-HT-7485     TCGA-HT-7607 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7689     TCGA-HT-7692     TCGA-HT-7693 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
    TCGA-HT-7694     TCGA-HT-7875     TCGA-IK-7675 
"NOX4 WILD-TYPE" "NOX4 WILD-TYPE" "NOX4 WILD-TYPE" 
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  NOX4 MUTATED             1                2                 2
  NOX4 WILD-TYPE          60               51                87
D24V5, multiclass
                   clus
vv                  NOX4 MUTATED NOX4 WILD-TYPE
  ASTROCYTOMA                  1             60
  OLIGOASTROCYTOMA             2             51
  OLIGODENDROGLIOMA            2             87
D24V6, binary
                cls
clus               0   1
  NOX4 MUTATED     1   4
  NOX4 WILD-TYPE  92 106
[1] "tbl2"
                cls
clus             [,1] [,2]
  NOX4 MUTATED      1    4
  NOX4 WILD-TYPE   92  106
           clus
vv          NOX4 MUTATED NOX4 WILD-TYPE
  GRADE II             1             92
  GRADE III            4            106
D24V7, binary
                cls
clus               0   1
  NOX4 MUTATED     3   2
  NOX4 WILD-TYPE 100  99
[1] "tbl2"
                cls
clus             [,1] [,2]
  NOX4 MUTATED      3    2
  NOX4 WILD-TYPE  100   99
     clus
vv    NOX4 MUTATED NOX4 WILD-TYPE
  NO             3            100
  YES            2             99

Clustering(25) Variable = ANKRD30A MUTATION ANALYSIS
D25V1, survival
                    sevent
clus2                  0   1
  ANKRD30A MUTATED     5   2
  ANKRD30A WILD-TYPE 149  47
  ANKRD30A MUTATED ANKRD30A WILD-TYPE 
                 7                196 
  ANKRD30A MUTATED ANKRD30A WILD-TYPE 
                 2                 47 
$`ANKRD30A MUTATED`
TCGA-DU-6399 TCGA-FG-7643 TCGA-HT-7467 TCGA-HT-7620 TCGA-HT-7694 TCGA-HT-7860 
       65.72         0.89         0.10        14.27         6.90         0.49 
TCGA-IK-7675 
       18.97 

$`ANKRD30A WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 
      182.33        18.94        17.46        15.12       211.17        40.08 
TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6400 TCGA-DU-6401 
       22.42        49.02        75.16        46.06         1.22        87.45 
TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 
        7.00        11.64       133.74        19.89        16.80        94.52 
TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 
      114.05         7.96         7.69        11.47        62.96       156.23 
TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 
      138.25        14.99       105.21         8.84       117.40        90.77 
TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 
       30.67        26.30        10.36         7.96        94.29        18.90 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 
       43.99        62.01        25.91        60.30        23.31        41.98 
TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 
        2.76         5.10         3.98         6.48         6.61         6.05 
TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 
        2.20         3.19         3.52        50.14        67.43        41.13 
TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 
       79.96        57.93       134.27        78.18        95.57       130.78 
TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 
        5.26        25.87        13.38        12.39        32.19         7.23 
TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 
        6.21         4.67         3.35         4.14        15.35         4.08 
TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
       26.37         7.66         9.30         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7468 
        3.98         7.07         3.16         6.54         0.13         4.80 
TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 
        7.82         8.81         0.13         0.03        16.54         3.75 
TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 
       14.66         6.54         6.38         0.43        73.35        59.18 
TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 
       54.05       154.09         3.98         3.09        29.82        23.18 
TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 
      107.93         4.57        17.29         3.16        22.06        45.99 
TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 
       56.09         0.23        16.24         0.76         6.05        42.74 
TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 
       31.69         4.08         0.10         0.10         2.96        17.52 
TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7874 
       14.53         3.88        39.09         0.23        50.63        37.15 
TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 
        0.33         0.13         3.22         5.33         2.93         1.68 
TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 
        1.64        15.42         9.40        21.50        33.01        12.23 
TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 
        5.92         0.46         2.50         3.95         4.67         0.23 
TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 
       29.59         3.88        19.99        13.45         4.64         5.42 
TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-8125 
       28.08         9.37         0.43        29.88 

  ANKRD30A MUTATED ANKRD30A WILD-TYPE 
              0.10               0.03 
  ANKRD30A MUTATED ANKRD30A WILD-TYPE 
             65.72             211.17 
  ANKRD30A MUTATED ANKRD30A WILD-TYPE 
             6.900             13.925 
[1] "0.1 - 65.7 (6.9)"   "0.0 - 211.2 (13.9)"
        TCGA-CS-4938         TCGA-CS-4941         TCGA-CS-4942 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-4943         TCGA-CS-4944         TCGA-CS-5390 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-5393         TCGA-CS-5394         TCGA-CS-5395 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-5396         TCGA-CS-5397         TCGA-CS-6186 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6188         TCGA-CS-6290         TCGA-CS-6665 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6666         TCGA-CS-6667         TCGA-CS-6668 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6669         TCGA-CS-6670         TCGA-DB-5270 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DB-5273         TCGA-DB-5274         TCGA-DB-5275 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DB-5276         TCGA-DB-5277         TCGA-DB-5278 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DB-5279         TCGA-DB-5280         TCGA-DB-5281 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DH-5140         TCGA-DH-5141         TCGA-DH-5142 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DH-5143         TCGA-DH-5144         TCGA-DU-5847 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5849         TCGA-DU-5851         TCGA-DU-5852 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5853         TCGA-DU-5854         TCGA-DU-5855 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5870         TCGA-DU-5871         TCGA-DU-5872 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5874         TCGA-DU-6392         TCGA-DU-6393 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6394         TCGA-DU-6395         TCGA-DU-6396 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6397         TCGA-DU-6399         TCGA-DU-6400 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6401         TCGA-DU-6402         TCGA-DU-6403 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6404         TCGA-DU-6405         TCGA-DU-6406 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6407         TCGA-DU-6408         TCGA-DU-6410 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6542         TCGA-DU-7006         TCGA-DU-7007 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7008         TCGA-DU-7009         TCGA-DU-7010 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7011         TCGA-DU-7013         TCGA-DU-7014 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7015         TCGA-DU-7018         TCGA-DU-7019 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7290         TCGA-DU-7292         TCGA-DU-7294 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7298         TCGA-DU-7299         TCGA-DU-7300 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7301         TCGA-DU-7302         TCGA-DU-7304 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7306         TCGA-DU-7309         TCGA-DU-8158 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8162         TCGA-DU-8163         TCGA-DU-8164 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8165         TCGA-DU-8166         TCGA-DU-8167 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8168         TCGA-E1-5302         TCGA-E1-5303 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5304         TCGA-E1-5305         TCGA-E1-5307 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5311         TCGA-E1-5318         TCGA-E1-5319 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5322         TCGA-EZ-7264         TCGA-FG-5962 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-5963         TCGA-FG-5964         TCGA-FG-5965 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-6688         TCGA-FG-6689         TCGA-FG-6690 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-6691         TCGA-FG-6692         TCGA-FG-7634 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-7636         TCGA-FG-7637         TCGA-FG-7638 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-7641         TCGA-FG-7643         TCGA-FG-8181 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-FG-8182         TCGA-FG-8185         TCGA-FG-8186 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-8187         TCGA-FG-8188         TCGA-FG-8191 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FN-7833         TCGA-HT-7467         TCGA-HT-7468 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7469         TCGA-HT-7470         TCGA-HT-7471 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7472         TCGA-HT-7473         TCGA-HT-7474 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7475         TCGA-HT-7476         TCGA-HT-7478 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7479         TCGA-HT-7480         TCGA-HT-7481 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7482         TCGA-HT-7483         TCGA-HT-7485 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7601         TCGA-HT-7602         TCGA-HT-7603 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7604         TCGA-HT-7605         TCGA-HT-7606 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7607         TCGA-HT-7608         TCGA-HT-7609 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7610         TCGA-HT-7616         TCGA-HT-7620 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" 
        TCGA-HT-7677         TCGA-HT-7680         TCGA-HT-7684 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7686         TCGA-HT-7688         TCGA-HT-7689 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7690         TCGA-HT-7691         TCGA-HT-7692 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7693         TCGA-HT-7694         TCGA-HT-7695 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7855         TCGA-HT-7856         TCGA-HT-7857 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7858         TCGA-HT-7860         TCGA-HT-7874 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7875         TCGA-HT-7877         TCGA-HT-7879 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7880         TCGA-HT-7881         TCGA-HT-7882 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8010         TCGA-HT-8011         TCGA-HT-8012 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8018         TCGA-HT-8019         TCGA-HT-8104 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8105         TCGA-HT-8107         TCGA-HT-8108 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8109         TCGA-HT-8110         TCGA-HT-8111 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8113         TCGA-HT-8114         TCGA-HW-7486 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HW-7487         TCGA-HW-7489         TCGA-HW-7490 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HW-7491         TCGA-HW-7493         TCGA-HW-7495 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-IK-7675         TCGA-IK-8125 
  "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-CS-4938         TCGA-CS-4941         TCGA-CS-4942 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-4943         TCGA-CS-4944         TCGA-CS-5390 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-5393         TCGA-CS-5394         TCGA-CS-5395 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-5396         TCGA-CS-5397         TCGA-CS-6186 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6188         TCGA-CS-6290         TCGA-CS-6665 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6666         TCGA-CS-6667         TCGA-CS-6668 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6669         TCGA-CS-6670         TCGA-DB-5270 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DB-5273         TCGA-DB-5274         TCGA-DB-5275 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DB-5276         TCGA-DB-5277         TCGA-DB-5278 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DB-5279         TCGA-DB-5280         TCGA-DB-5281 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DH-5140         TCGA-DH-5141         TCGA-DH-5142 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DH-5143         TCGA-DH-5144         TCGA-DU-5847 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5849         TCGA-DU-5851         TCGA-DU-5852 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5853         TCGA-DU-5854         TCGA-DU-5855 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5870         TCGA-DU-5871         TCGA-DU-5872 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5874         TCGA-DU-6392         TCGA-DU-6393 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6394         TCGA-DU-6395         TCGA-DU-6396 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6397         TCGA-DU-6399         TCGA-DU-6400 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6401         TCGA-DU-6402         TCGA-DU-6403 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6404         TCGA-DU-6405         TCGA-DU-6406 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6407         TCGA-DU-6408         TCGA-DU-6410 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6542         TCGA-DU-7006         TCGA-DU-7007 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7008         TCGA-DU-7009         TCGA-DU-7010 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7011         TCGA-DU-7013         TCGA-DU-7014 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7015         TCGA-DU-7018         TCGA-DU-7019 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7290         TCGA-DU-7292         TCGA-DU-7294 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7298         TCGA-DU-7299         TCGA-DU-7300 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7301         TCGA-DU-7302         TCGA-DU-7304 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7306         TCGA-DU-7309         TCGA-DU-8158 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8162         TCGA-DU-8163         TCGA-DU-8164 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8165         TCGA-DU-8166         TCGA-DU-8167 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8168         TCGA-E1-5302         TCGA-E1-5303 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5304         TCGA-E1-5305         TCGA-E1-5307 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5311         TCGA-E1-5318         TCGA-E1-5319 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5322         TCGA-EZ-7264         TCGA-FG-5962 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-5963         TCGA-FG-5964         TCGA-FG-5965 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-6688         TCGA-FG-6689         TCGA-FG-6690 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-6691         TCGA-FG-6692         TCGA-FG-7634 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-7636         TCGA-FG-7637         TCGA-FG-7638 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-7641         TCGA-FG-7643         TCGA-FG-8181 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-FG-8182         TCGA-FG-8185         TCGA-FG-8186 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-8187         TCGA-FG-8188         TCGA-FG-8191 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FN-7833         TCGA-HT-7467         TCGA-HT-7468 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7469         TCGA-HT-7470         TCGA-HT-7471 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7472         TCGA-HT-7473         TCGA-HT-7474 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7475         TCGA-HT-7476         TCGA-HT-7478 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7479         TCGA-HT-7480         TCGA-HT-7481 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7482         TCGA-HT-7483         TCGA-HT-7485 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7601         TCGA-HT-7602         TCGA-HT-7603 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7604         TCGA-HT-7605         TCGA-HT-7606 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7607         TCGA-HT-7608         TCGA-HT-7609 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7610         TCGA-HT-7616         TCGA-HT-7620 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" 
        TCGA-HT-7677         TCGA-HT-7680         TCGA-HT-7684 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7686         TCGA-HT-7688         TCGA-HT-7689 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7690         TCGA-HT-7691         TCGA-HT-7692 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7693         TCGA-HT-7694         TCGA-HT-7695 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7855         TCGA-HT-7856         TCGA-HT-7857 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7858         TCGA-HT-7860         TCGA-HT-7874 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7875         TCGA-HT-7877         TCGA-HT-7879 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7880         TCGA-HT-7881         TCGA-HT-7882 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8010         TCGA-HT-8011         TCGA-HT-8012 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8018         TCGA-HT-8019         TCGA-HT-8104 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8105         TCGA-HT-8107         TCGA-HT-8108 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8109         TCGA-HT-8110         TCGA-HT-8111 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8113         TCGA-HT-8114         TCGA-HW-7486 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HW-7487         TCGA-HW-7489         TCGA-HW-7490 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HW-7491         TCGA-HW-7493         TCGA-HW-7495 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-IK-7675         TCGA-IK-8125 
  "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-CS-4938         TCGA-CS-4941         TCGA-CS-4942 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-4943         TCGA-CS-4944         TCGA-CS-5390 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-5393         TCGA-CS-5394         TCGA-CS-5395 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-5396         TCGA-CS-5397         TCGA-CS-6186 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6188         TCGA-CS-6290         TCGA-CS-6665 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6666         TCGA-CS-6667         TCGA-CS-6668 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6669         TCGA-CS-6670         TCGA-DB-5270 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DB-5273         TCGA-DB-5274         TCGA-DB-5275 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DB-5276         TCGA-DB-5277         TCGA-DB-5278 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DB-5279         TCGA-DB-5280         TCGA-DB-5281 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DH-5140         TCGA-DH-5141         TCGA-DH-5142 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DH-5143         TCGA-DH-5144         TCGA-DU-5847 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5849         TCGA-DU-5851         TCGA-DU-5852 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5853         TCGA-DU-5854         TCGA-DU-5855 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5870         TCGA-DU-5871         TCGA-DU-5872 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5874         TCGA-DU-6392         TCGA-DU-6393 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6394         TCGA-DU-6395         TCGA-DU-6396 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6397         TCGA-DU-6399         TCGA-DU-6400 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6401         TCGA-DU-6402         TCGA-DU-6403 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6404         TCGA-DU-6405         TCGA-DU-6406 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6407         TCGA-DU-6408         TCGA-DU-6410 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6542         TCGA-DU-7006         TCGA-DU-7007 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7008         TCGA-DU-7009         TCGA-DU-7010 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7011         TCGA-DU-7013         TCGA-DU-7014 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7015         TCGA-DU-7018         TCGA-DU-7019 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7290         TCGA-DU-7292         TCGA-DU-7294 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7298         TCGA-DU-7299         TCGA-DU-7300 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7301         TCGA-DU-7302         TCGA-DU-7304 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7306         TCGA-DU-7309         TCGA-DU-8158 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8162         TCGA-DU-8163         TCGA-DU-8164 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8165         TCGA-DU-8166         TCGA-DU-8167 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8168         TCGA-E1-5302         TCGA-E1-5303 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5304         TCGA-E1-5305         TCGA-E1-5307 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5311         TCGA-E1-5318         TCGA-E1-5319 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5322         TCGA-EZ-7264         TCGA-FG-5962 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-5963         TCGA-FG-5964         TCGA-FG-5965 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-6688         TCGA-FG-6689         TCGA-FG-6690 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-6691         TCGA-FG-6692         TCGA-FG-7634 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-7636         TCGA-FG-7637         TCGA-FG-7638 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-7641         TCGA-FG-7643         TCGA-FG-8181 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-FG-8182         TCGA-FG-8185         TCGA-FG-8186 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-8187         TCGA-FG-8188         TCGA-FG-8191 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FN-7833         TCGA-HT-7467         TCGA-HT-7468 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7469         TCGA-HT-7470         TCGA-HT-7471 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7472         TCGA-HT-7473         TCGA-HT-7474 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7475         TCGA-HT-7476         TCGA-HT-7478 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7479         TCGA-HT-7480         TCGA-HT-7481 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7482         TCGA-HT-7483         TCGA-HT-7485 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7601         TCGA-HT-7602         TCGA-HT-7603 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7604         TCGA-HT-7605         TCGA-HT-7606 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7607         TCGA-HT-7608         TCGA-HT-7609 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7610         TCGA-HT-7616         TCGA-HT-7620 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" 
        TCGA-HT-7677         TCGA-HT-7680         TCGA-HT-7684 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7686         TCGA-HT-7688         TCGA-HT-7689 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7690         TCGA-HT-7691         TCGA-HT-7692 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7693         TCGA-HT-7694         TCGA-HT-7695 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7855         TCGA-HT-7856         TCGA-HT-7857 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7858         TCGA-HT-7860         TCGA-HT-7874 
"ANKRD30A WILD-TYPE"   "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7875         TCGA-HT-7877         TCGA-HT-7879 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7880         TCGA-HT-7881         TCGA-HT-7882 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8010         TCGA-HT-8011         TCGA-HT-8012 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8018         TCGA-HT-8019         TCGA-HT-8104 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8105         TCGA-HT-8107         TCGA-HT-8108 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8109         TCGA-HT-8110         TCGA-HT-8111 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-8113         TCGA-HT-8114         TCGA-HW-7486 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HW-7487         TCGA-HW-7489         TCGA-HW-7490 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HW-7491         TCGA-HW-7493         TCGA-HW-7495 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-IK-7675         TCGA-IK-8125 
  "ANKRD30A MUTATED" "ANKRD30A WILD-TYPE" 
[1] "hr=" "2.4"
D25V2, continuous
D25V3, binary
                    cls
clus                   0   1
  ANKRD30A MUTATED     2   6
  ANKRD30A WILD-TYPE  84 112
[1] "tbl2"
                    cls
clus                 [,1] [,2]
  ANKRD30A MUTATED      2    6
  ANKRD30A WILD-TYPE   84  112
        clus
vv       ANKRD30A MUTATED ANKRD30A WILD-TYPE
  FEMALE                2                 84
  MALE                  6                112
D25V4, continuous
[1] "Remove cluster labels:" "ANKRD30A MUTATED"      
clus
  ANKRD30A MUTATED ANKRD30A WILD-TYPE 
                 2                 91 
        TCGA-CS-4938         TCGA-CS-4941         TCGA-CS-4942 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-4943         TCGA-CS-4944         TCGA-CS-5390 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-5393         TCGA-CS-5395         TCGA-CS-5396 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-5397         TCGA-CS-6186         TCGA-CS-6188 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6290         TCGA-CS-6665         TCGA-CS-6666 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-CS-6667         TCGA-CS-6668         TCGA-CS-6669 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DB-5274         TCGA-DH-5140         TCGA-DH-5142 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DH-5143         TCGA-DH-5144         TCGA-DU-5851 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5852         TCGA-DU-5853         TCGA-DU-5854 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5855         TCGA-DU-5870         TCGA-DU-5871 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-5874         TCGA-DU-6396         TCGA-DU-6403 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6404         TCGA-DU-6405         TCGA-DU-6407 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-6408         TCGA-DU-6410         TCGA-DU-7011 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7013         TCGA-DU-7014         TCGA-DU-7015 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7018         TCGA-DU-7019         TCGA-DU-7294 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7298         TCGA-DU-7299         TCGA-DU-7300 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7301         TCGA-DU-7302         TCGA-DU-7304 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-7306         TCGA-DU-7309         TCGA-DU-8158 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8162         TCGA-DU-8163         TCGA-DU-8165 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-DU-8167         TCGA-DU-8168         TCGA-E1-5302 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5303         TCGA-E1-5304         TCGA-E1-5305 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5307         TCGA-E1-5311         TCGA-E1-5318 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-E1-5319         TCGA-E1-5322         TCGA-FG-5963 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-5965         TCGA-FG-6688         TCGA-FG-6689 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-6690         TCGA-FG-6691         TCGA-FG-7636 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-7638         TCGA-FG-8181         TCGA-FG-8185 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-FG-8186         TCGA-FG-8187         TCGA-FG-8188 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7468         TCGA-HT-7470         TCGA-HT-7475 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7485         TCGA-HT-7607         TCGA-HT-7609 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7689         TCGA-HT-7692         TCGA-HT-7693 
"ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" "ANKRD30A WILD-TYPE" 
        TCGA-HT-7875 
"ANKRD30A WILD-TYPE" 
                    vv
clus                 ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  ANKRD30A MUTATED             1                1                 6
  ANKRD30A WILD-TYPE          60               52                83
D25V5, multiclass
                   clus
vv                  ANKRD30A MUTATED ANKRD30A WILD-TYPE
  ASTROCYTOMA                      1                 60
  OLIGOASTROCYTOMA                 1                 52
  OLIGODENDROGLIOMA                6                 83
D25V6, binary
                    cls
clus                   0   1
  ANKRD30A MUTATED     4   4
  ANKRD30A WILD-TYPE  89 106
[1] "tbl2"
                    cls
clus                 [,1] [,2]
  ANKRD30A MUTATED      4    4
  ANKRD30A WILD-TYPE   89  106
           clus
vv          ANKRD30A MUTATED ANKRD30A WILD-TYPE
  GRADE II                 4                 89
  GRADE III                4                106
D25V7, binary
                    cls
clus                  0  1
  ANKRD30A MUTATED    4  4
  ANKRD30A WILD-TYPE 99 97
[1] "tbl2"
                    cls
clus                 [,1] [,2]
  ANKRD30A MUTATED      4    4
  ANKRD30A WILD-TYPE   99   97
     clus
vv    ANKRD30A MUTATED ANKRD30A WILD-TYPE
  NO                 4                 99
  YES                4                 97

Clustering(26) Variable = MUC7 MUTATION ANALYSIS
D26V1, survival
                sevent
clus2              0   1
  MUC7 MUTATED     4   0
  MUC7 WILD-TYPE 150  49
  MUC7 MUTATED MUC7 WILD-TYPE 
             4            199 
  MUC7 MUTATED MUC7 WILD-TYPE 
             0             49 
$`MUC7 MUTATED`
TCGA-DU-6392 TCGA-DU-8163 TCGA-FG-6691 TCGA-HT-7688 
      211.17         6.48         3.35        31.69 

$`MUC7 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 
      182.33        18.94        17.46        15.12        40.08        22.42 
TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 
       49.02        75.16        46.06        65.72         1.22        87.45 
TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 
        7.00        11.64       133.74        19.89        16.80        94.52 
TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 
      114.05         7.96         7.69        11.47        62.96       156.23 
TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 
      138.25        14.99       105.21         8.84       117.40        90.77 
TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 
       30.67        26.30        10.36         7.96        94.29        18.90 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 
       43.99        62.01        25.91        60.30        23.31        41.98 
TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 
        2.76         5.10         3.98         6.61         6.05         2.20 
TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 
        3.19         3.52        50.14        67.43        41.13        79.96 
TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 
       57.93       134.27        78.18        95.57       130.78         5.26 
TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 
       25.87        13.38        12.39        32.19         7.23         6.21 
TCGA-FG-6690 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 
        4.67         4.14        15.35         4.08        26.37         7.66 
TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 
        9.30         0.89         3.45         3.29         2.27         3.98 
TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 
        7.07         3.16         6.54         0.13         0.10         4.80 
TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 
        7.82         8.81         0.13         0.03        16.54         3.75 
TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 
       14.66         6.54         6.38         0.43        73.35        59.18 
TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 
       54.05       154.09         3.98         3.09        29.82        23.18 
TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 
      107.93         4.57        17.29         3.16        22.06        45.99 
TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 
       56.09         0.23        14.27        16.24         0.76         6.05 
TCGA-HT-7686 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 
       42.74         4.08         0.10         0.10         2.96        17.52 
TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 
        6.90        14.53         3.88        39.09         0.23        50.63 
TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 
        0.49        37.15         0.33         0.13         3.22         5.33 
TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 
        2.93         1.68         1.64        15.42         9.40        21.50 
TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 
       33.01        12.23         5.92         0.46         2.50         3.95 
TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 
        4.67         0.23        29.59         3.88        19.99        13.45 
TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 
        4.64         5.42        28.08         9.37         0.43        18.97 
TCGA-IK-8125 
       29.88 

  MUC7 MUTATED MUC7 WILD-TYPE 
          3.35           0.03 
  MUC7 MUTATED MUC7 WILD-TYPE 
        211.17         182.33 
  MUC7 MUTATED MUC7 WILD-TYPE 
        19.085         13.450 
[1] "3.4 - 211.2 (19.1)" "0.0 - 182.3 (13.4)"
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE"   "MUC7 MUTATED" "MUC7 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "MUC7 MUTATED" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE"   "MUC7 MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "MUC7 MUTATED" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE"   "MUC7 MUTATED" "MUC7 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "MUC7 MUTATED" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE"   "MUC7 MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "MUC7 MUTATED" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE"   "MUC7 MUTATED" "MUC7 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
  "MUC7 MUTATED" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE"   "MUC7 MUTATED" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "MUC7 MUTATED" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
[1] "hr="     "2.7e+07"
D26V2, continuous
D26V3, binary
                cls
clus               0   1
  MUC7 MUTATED     2   2
  MUC7 WILD-TYPE  84 116
[1] "tbl2"
                cls
clus             [,1] [,2]
  MUC7 MUTATED      2    2
  MUC7 WILD-TYPE   84  116
        clus
vv       MUC7 MUTATED MUC7 WILD-TYPE
  FEMALE            2             84
  MALE              2            116
D26V4, continuous
[1] "Remove cluster labels:" "MUC7 MUTATED"          
clus
  MUC7 MUTATED MUC7 WILD-TYPE 
             2             91 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5395 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186     TCGA-CS-6188 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666     TCGA-CS-6667 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-CS-6668     TCGA-CS-6669     TCGA-DB-5274     TCGA-DH-5140 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5851 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5852     TCGA-DU-5853     TCGA-DU-5854     TCGA-DU-5855 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-5870     TCGA-DU-5871     TCGA-DU-5874     TCGA-DU-6396 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6407 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-7011     TCGA-DU-7013 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7014     TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299     TCGA-DU-7300 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304     TCGA-DU-7306 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162     TCGA-DU-8165 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-FG-5963 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-5965     TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-7636     TCGA-FG-7638     TCGA-FG-8181     TCGA-FG-8185 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-FG-8186     TCGA-FG-8187     TCGA-FG-8188     TCGA-HT-7468 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7470     TCGA-HT-7475     TCGA-HT-7485     TCGA-HT-7607 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7689     TCGA-HT-7692     TCGA-HT-7693 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
    TCGA-HT-7694     TCGA-HT-7875     TCGA-IK-7675 
"MUC7 WILD-TYPE" "MUC7 WILD-TYPE" "MUC7 WILD-TYPE" 
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  MUC7 MUTATED             2                1                 1
  MUC7 WILD-TYPE          59               52                88
D26V5, multiclass
                   clus
vv                  MUC7 MUTATED MUC7 WILD-TYPE
  ASTROCYTOMA                  2             59
  OLIGOASTROCYTOMA             1             52
  OLIGODENDROGLIOMA            1             88
D26V6, binary
                cls
clus               0   1
  MUC7 MUTATED     1   3
  MUC7 WILD-TYPE  92 107
[1] "tbl2"
                cls
clus             [,1] [,2]
  MUC7 MUTATED      1    3
  MUC7 WILD-TYPE   92  107
           clus
vv          MUC7 MUTATED MUC7 WILD-TYPE
  GRADE II             1             92
  GRADE III            3            107
D26V7, binary
                cls
clus               0   1
  MUC7 MUTATED     2   2
  MUC7 WILD-TYPE 101  99
[1] "tbl2"
                cls
clus             [,1] [,2]
  MUC7 MUTATED      2    2
  MUC7 WILD-TYPE  101   99
     clus
vv    MUC7 MUTATED MUC7 WILD-TYPE
  NO             2            101
  YES            2             99

Clustering(27) Variable = PAX4 MUTATION ANALYSIS
D27V1, survival
                sevent
clus2              0   1
  PAX4 MUTATED     4   1
  PAX4 WILD-TYPE 150  48
  PAX4 MUTATED PAX4 WILD-TYPE 
             5            198 
  PAX4 MUTATED PAX4 WILD-TYPE 
             1             48 
$`PAX4 MUTATED`
TCGA-CS-5394 TCGA-DU-6392 TCGA-DU-7007 TCGA-DU-8166 TCGA-HT-7695 
        0.10       211.17        62.96         2.20        14.53 

$`PAX4 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 
       28.18        20.98         9.50         6.38        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 
       17.95        12.43         8.45         7.53         7.99         7.36 
TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 
        6.58        97.87        58.72        56.75        47.93        52.41 
TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 
       46.65        50.17        44.52        13.28        53.06        19.96 
TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 
       31.82        30.28        14.40         8.02        17.98        14.53 
TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 
       17.42         6.74        13.38         8.45         6.81       182.33 
TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 
       18.94        17.46        15.12        40.08        22.42        49.02 
TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 
       75.16        46.06        65.72         1.22        87.45         7.00 
TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 
       11.64       133.74        19.89        16.80        94.52       114.05 
TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 
        7.96         7.69        11.47       156.23       138.25        14.99 
TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 
      105.21         8.84       117.40        90.77        30.67        26.30 
TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 
       10.36         7.96        94.29        18.90        43.99        62.01 
TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 
       25.91        60.30        23.31        41.98         2.76         5.10 
TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8167 TCGA-DU-8168 
        3.98         6.48         6.61         6.05         3.19         3.52 
TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 
       50.14        67.43        41.13        79.96        57.93       134.27 
TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 
       78.18        95.57       130.78         5.26        25.87        13.38 
TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 
       12.39        32.19         7.23         6.21         4.67         3.35 
TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 
        4.14        15.35         4.08        26.37         7.66         9.30 
TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 
        0.89         3.45         3.29         2.27         3.98         7.07 
TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 
        3.16         6.54         0.13         0.10         4.80         7.82 
TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 
        8.81         0.13         0.03        16.54         3.75        14.66 
TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 
        6.54         6.38         0.43        73.35        59.18        54.05 
TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 
      154.09         3.98         3.09        29.82        23.18       107.93 
TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 
        4.57        17.29         3.16        22.06        45.99        56.09 
TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 
        0.23        14.27        16.24         0.76         6.05        42.74 
TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 
       31.69         4.08         0.10         0.10         2.96        17.52 
TCGA-HT-7694 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 
        6.90         3.88        39.09         0.23        50.63         0.49 
TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 
       37.15         0.33         0.13         3.22         5.33         2.93 
TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 
        1.68         1.64        15.42         9.40        21.50        33.01 
TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 
       12.23         5.92         0.46         2.50         3.95         4.67 
TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 
        0.23        29.59         3.88        19.99        13.45         4.64 
TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        5.42        28.08         9.37         0.43        18.97        29.88 

  PAX4 MUTATED PAX4 WILD-TYPE 
          0.10           0.03 
  PAX4 MUTATED PAX4 WILD-TYPE 
        211.17         182.33 
  PAX4 MUTATED PAX4 WILD-TYPE 
        14.530         13.415 
[1] "0.1 - 211.2 (14.5)" "0.0 - 182.3 (13.4)"
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" "PAX4 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"PAX4 WILD-TYPE"   "PAX4 MUTATED" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" "PAX4 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"PAX4 WILD-TYPE"   "PAX4 MUTATED" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" "PAX4 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"PAX4 WILD-TYPE"   "PAX4 MUTATED" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE"   "PAX4 MUTATED" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"PAX4 WILD-TYPE" "PAX4 WILD-TYPE" "PAX4 WILD-TYPE" 
[1] "hr=" "2.4"
D27V2, continuous
D27V3, binary
                cls
clus               0   1
  PAX4 MUTATED     3   2
  PAX4 WILD-TYPE  83 116
[1] "tbl2"
                cls
clus             [,1] [,2]
  PAX4 MUTATED      3    2
  PAX4 WILD-TYPE   83  116
        clus
vv       PAX4 MUTATED PAX4 WILD-TYPE
  FEMALE            3             83
  MALE              2            116
D27V4, continuous
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  PAX4 MUTATED             3                1                 1
  PAX4 WILD-TYPE          58               52                88
D27V5, multiclass
                   clus
vv                  PAX4 MUTATED PAX4 WILD-TYPE
  ASTROCYTOMA                  3             58
  OLIGOASTROCYTOMA             1             52
  OLIGODENDROGLIOMA            1             88
D27V6, binary
                cls
clus               0   1
  PAX4 MUTATED     3   2
  PAX4 WILD-TYPE  90 108
[1] "tbl2"
                cls
clus             [,1] [,2]
  PAX4 MUTATED      3    2
  PAX4 WILD-TYPE   90  108
           clus
vv          PAX4 MUTATED PAX4 WILD-TYPE
  GRADE II             3             90
  GRADE III            2            108
D27V7, binary
                cls
clus               0   1
  PAX4 MUTATED     2   3
  PAX4 WILD-TYPE 101  98
[1] "tbl2"
                cls
clus             [,1] [,2]
  PAX4 MUTATED      2    3
  PAX4 WILD-TYPE  101   98
     clus
vv    PAX4 MUTATED PAX4 WILD-TYPE
  NO             2            101
  YES            3             98

Clustering(28) Variable = ZNF845 MUTATION ANALYSIS
D28V1, survival
                  sevent
clus2                0   1
  ZNF845 MUTATED     5   1
  ZNF845 WILD-TYPE 149  48
  ZNF845 MUTATED ZNF845 WILD-TYPE 
               6              197 
  ZNF845 MUTATED ZNF845 WILD-TYPE 
               1               48 
$`ZNF845 MUTATED`
TCGA-DB-5281 TCGA-DU-6392 TCGA-DU-7301 TCGA-DU-8166 TCGA-HT-7601 TCGA-HT-7694 
       53.06       211.17        25.91         2.20         3.09         6.90 

$`ZNF845 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DH-5140 
       52.41        46.65        50.17        44.52        13.28        19.96 
TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 
       31.82        30.28        14.40         8.02        17.98        14.53 
TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 
       17.42         6.74        13.38         8.45         6.81       182.33 
TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 
       18.94        17.46        15.12        40.08        22.42        49.02 
TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 
       75.16        46.06        65.72         1.22        87.45         7.00 
TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 
       11.64       133.74        19.89        16.80        94.52       114.05 
TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 
        7.96         7.69        11.47        62.96       156.23       138.25 
TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 
       14.99       105.21         8.84       117.40        90.77        30.67 
TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 
       26.30        10.36         7.96        94.29        18.90        43.99 
TCGA-DU-7300 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 
       62.01        60.30        23.31        41.98         2.76         5.10 
TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8167 TCGA-DU-8168 
        3.98         6.48         6.61         6.05         3.19         3.52 
TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 
       50.14        67.43        41.13        79.96        57.93       134.27 
TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 
       78.18        95.57       130.78         5.26        25.87        13.38 
TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 
       12.39        32.19         7.23         6.21         4.67         3.35 
TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 
        4.14        15.35         4.08        26.37         7.66         9.30 
TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 
        0.89         3.45         3.29         2.27         3.98         7.07 
TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 
        3.16         6.54         0.13         0.10         4.80         7.82 
TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 
        8.81         0.13         0.03        16.54         3.75        14.66 
TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 
        6.54         6.38         0.43        73.35        59.18        54.05 
TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 
      154.09         3.98        29.82        23.18       107.93         4.57 
TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 
       17.29         3.16        22.06        45.99        56.09         0.23 
TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 
       14.27        16.24         0.76         6.05        42.74        31.69 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7695 
        4.08         0.10         0.10         2.96        17.52        14.53 
TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 
        3.88        39.09         0.23        50.63         0.49        37.15 
TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 
        0.33         0.13         3.22         5.33         2.93         1.68 
TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 
        1.64        15.42         9.40        21.50        33.01        12.23 
TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 
        5.92         0.46         2.50         3.95         4.67         0.23 
TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 
       29.59         3.88        19.99        13.45         4.64         5.42 
TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
       28.08         9.37         0.43        18.97        29.88 

  ZNF845 MUTATED ZNF845 WILD-TYPE 
            2.20             0.03 
  ZNF845 MUTATED ZNF845 WILD-TYPE 
          211.17           182.33 
  ZNF845 MUTATED ZNF845 WILD-TYPE 
          16.405           13.450 
[1] "2.2 - 211.2 (16.4)" "0.0 - 182.3 (13.4)"
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE"   "ZNF845 MUTATED" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
  "ZNF845 MUTATED" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE"   "ZNF845 MUTATED" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
  "ZNF845 MUTATED" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE"   "ZNF845 MUTATED" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
  "ZNF845 MUTATED" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE"   "ZNF845 MUTATED" "ZNF845 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
[1] "hr=" "2.5"
D28V2, continuous
D28V3, binary
                  cls
clus                 0   1
  ZNF845 MUTATED     3   3
  ZNF845 WILD-TYPE  83 115
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ZNF845 MUTATED      3    3
  ZNF845 WILD-TYPE   83  115
        clus
vv       ZNF845 MUTATED ZNF845 WILD-TYPE
  FEMALE              3               83
  MALE                3              115
D28V4, continuous
[1] "Remove cluster labels:" "ZNF845 MUTATED"        
clus
  ZNF845 MUTATED ZNF845 WILD-TYPE 
               2               91 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5395 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186       TCGA-CS-6188 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666       TCGA-CS-6667 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-CS-6668       TCGA-CS-6669       TCGA-DB-5274       TCGA-DH-5140 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5851 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5852       TCGA-DU-5853       TCGA-DU-5854       TCGA-DU-5855 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-5870       TCGA-DU-5871       TCGA-DU-5874       TCGA-DU-6396 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6407 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-7011       TCGA-DU-7013 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7014       TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299       TCGA-DU-7300 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-7302       TCGA-DU-7304       TCGA-DU-7306       TCGA-DU-7309 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-8158       TCGA-DU-8162       TCGA-DU-8163       TCGA-DU-8165 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-FG-5963 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-5965       TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-6691       TCGA-FG-7636       TCGA-FG-7638       TCGA-FG-8181 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187       TCGA-FG-8188 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7470       TCGA-HT-7475       TCGA-HT-7485 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7607       TCGA-HT-7609       TCGA-HT-7689       TCGA-HT-7692 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
      TCGA-HT-7693       TCGA-HT-7875       TCGA-IK-7675 
"ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" "ZNF845 WILD-TYPE" 
                  vv
clus               ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  ZNF845 MUTATED             2                2                 2
  ZNF845 WILD-TYPE          59               51                87
D28V5, multiclass
                   clus
vv                  ZNF845 MUTATED ZNF845 WILD-TYPE
  ASTROCYTOMA                    2               59
  OLIGOASTROCYTOMA               2               51
  OLIGODENDROGLIOMA              2               87
D28V6, binary
                  cls
clus                 0   1
  ZNF845 MUTATED     2   4
  ZNF845 WILD-TYPE  91 106
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ZNF845 MUTATED      2    4
  ZNF845 WILD-TYPE   91  106
           clus
vv          ZNF845 MUTATED ZNF845 WILD-TYPE
  GRADE II               2               91
  GRADE III              4              106
D28V7, binary
                  cls
clus                 0   1
  ZNF845 MUTATED     5   1
  ZNF845 WILD-TYPE  98 100
[1] "tbl2"
                  cls
clus               [,1] [,2]
  ZNF845 MUTATED      5    1
  ZNF845 WILD-TYPE   98  100
     clus
vv    ZNF845 MUTATED ZNF845 WILD-TYPE
  NO               5               98
  YES              1              100

Clustering(29) Variable = C15ORF2 MUTATION ANALYSIS
D29V1, survival
                   sevent
clus2                 0   1
  C15ORF2 MUTATED     4   4
  C15ORF2 WILD-TYPE 150  45
  C15ORF2 MUTATED C15ORF2 WILD-TYPE 
                8               195 
  C15ORF2 MUTATED C15ORF2 WILD-TYPE 
                4                45 
$`C15ORF2 MUTATED`
TCGA-CS-5395 TCGA-DU-6392 TCGA-DU-6393 TCGA-DU-7007 TCGA-DU-7010 TCGA-DU-7294 
       20.98       211.17        40.08        62.96        14.99        94.29 
TCGA-HT-7688 TCGA-HT-7882 
       31.69         1.68 

$`C15ORF2 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 
       28.18         0.10         9.50         6.38        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 
       17.95        12.43         8.45         7.53         7.99         7.36 
TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 
        6.58        97.87        58.72        56.75        47.93        52.41 
TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 
       46.65        50.17        44.52        13.28        53.06        19.96 
TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 
       31.82        30.28        14.40         8.02        17.98        14.53 
TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 
       17.42         6.74        13.38         8.45         6.81       182.33 
TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 
       18.94        17.46        15.12        22.42        49.02        75.16 
TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 
       46.06        65.72         1.22        87.45         7.00        11.64 
TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 
      133.74        19.89        16.80        94.52       114.05         7.96 
TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7011 TCGA-DU-7013 
        7.69        11.47       156.23       138.25       105.21         8.84 
TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 
      117.40        90.77        30.67        26.30        10.36         7.96 
TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 
       18.90        43.99        62.01        25.91        60.30        23.31 
TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 
       41.98         2.76         5.10         3.98         6.48         6.61 
TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 
        6.05         2.20         3.19         3.52        50.14        67.43 
TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 
       41.13        79.96        57.93       134.27        78.18        95.57 
TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 
      130.78         5.26        25.87        13.38        12.39        32.19 
TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 
        7.23         6.21         4.67         3.35         4.14        15.35 
TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 
        4.08        26.37         7.66         9.30         0.89         3.45 
TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 
        3.29         2.27         3.98         7.07         3.16         6.54 
TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 
        0.13         0.10         4.80         7.82         8.81         0.13 
TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 
        0.03        16.54         3.75        14.66         6.54         6.38 
TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 
        0.43        73.35        59.18        54.05       154.09         3.98 
TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 
        3.09        29.82        23.18       107.93         4.57        17.29 
TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 
        3.16        22.06        45.99        56.09         0.23        14.27 
TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7689 TCGA-HT-7690 
       16.24         0.76         6.05        42.74         4.08         0.10 
TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 
        0.10         2.96        17.52         6.90        14.53         3.88 
TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 
       39.09         0.23        50.63         0.49        37.15         0.33 
TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-8010 TCGA-HT-8011 
        0.13         3.22         5.33         2.93         1.64        15.42 
TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 
        9.40        21.50        33.01        12.23         5.92         0.46 
TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 
        2.50         3.95         4.67         0.23        29.59         3.88 
TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 
       19.99        13.45         4.64         5.42        28.08         9.37 
TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        0.43        18.97        29.88 

  C15ORF2 MUTATED C15ORF2 WILD-TYPE 
             1.68              0.03 
  C15ORF2 MUTATED C15ORF2 WILD-TYPE 
           211.17            182.33 
  C15ORF2 MUTATED C15ORF2 WILD-TYPE 
           35.885            13.280 
[1] "1.7 - 211.2 (35.9)" "0.0 - 182.3 (13.3)"
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
  "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED"   "C15ORF2 MUTATED" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
  "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
  "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
  "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED"   "C15ORF2 MUTATED" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
  "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
  "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
  "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED"   "C15ORF2 MUTATED" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
  "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
  "C15ORF2 MUTATED" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE"   "C15ORF2 MUTATED" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
[1] "hr=" "1"  
D29V2, continuous
D29V3, binary
                   cls
clus                  0   1
  C15ORF2 MUTATED     3   5
  C15ORF2 WILD-TYPE  83 113
[1] "tbl2"
                   cls
clus                [,1] [,2]
  C15ORF2 MUTATED      3    5
  C15ORF2 WILD-TYPE   83  113
        clus
vv       C15ORF2 MUTATED C15ORF2 WILD-TYPE
  FEMALE               3                83
  MALE                 5               113
D29V4, continuous
[1] "Remove cluster labels:" "C15ORF2 MUTATED"       
clus
  C15ORF2 MUTATED C15ORF2 WILD-TYPE 
                2                91 
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5396 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-5397        TCGA-CS-6186        TCGA-CS-6188        TCGA-CS-6290 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-6665        TCGA-CS-6666        TCGA-CS-6667        TCGA-CS-6668 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-CS-6669        TCGA-DB-5274        TCGA-DH-5140        TCGA-DH-5142 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5851        TCGA-DU-5852 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5853        TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-5871        TCGA-DU-5874        TCGA-DU-6396        TCGA-DU-6403 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6407        TCGA-DU-6408 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-6410        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7298 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7299        TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-7304        TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-8162        TCGA-DU-8163        TCGA-DU-8165        TCGA-DU-8167 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303        TCGA-E1-5304 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311        TCGA-E1-5318 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-E1-5319        TCGA-E1-5322        TCGA-FG-5963        TCGA-FG-5965 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-7636        TCGA-FG-7638        TCGA-FG-8181        TCGA-FG-8185 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-FG-8186        TCGA-FG-8187        TCGA-FG-8188        TCGA-HT-7468 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7470        TCGA-HT-7475        TCGA-HT-7485        TCGA-HT-7607 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7689        TCGA-HT-7692        TCGA-HT-7693 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
       TCGA-HT-7694        TCGA-HT-7875        TCGA-IK-7675 
"C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" "C15ORF2 WILD-TYPE" 
                   vv
clus                ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  C15ORF2 MUTATED             3                0                 5
  C15ORF2 WILD-TYPE          58               53                84
D29V5, multiclass
                   clus
vv                  C15ORF2 MUTATED C15ORF2 WILD-TYPE
  ASTROCYTOMA                     3                58
  OLIGOASTROCYTOMA                0                53
  OLIGODENDROGLIOMA               5                84
D29V6, binary
                   cls
clus                  0   1
  C15ORF2 MUTATED     3   5
  C15ORF2 WILD-TYPE  90 105
[1] "tbl2"
                   cls
clus                [,1] [,2]
  C15ORF2 MUTATED      3    5
  C15ORF2 WILD-TYPE   90  105
           clus
vv          C15ORF2 MUTATED C15ORF2 WILD-TYPE
  GRADE II                3                90
  GRADE III               5               105
D29V7, binary
                   cls
clus                 0  1
  C15ORF2 MUTATED    5  3
  C15ORF2 WILD-TYPE 98 98
[1] "tbl2"
                   cls
clus                [,1] [,2]
  C15ORF2 MUTATED      5    3
  C15ORF2 WILD-TYPE   98   98
     clus
vv    C15ORF2 MUTATED C15ORF2 WILD-TYPE
  NO                5                98
  YES               3                98

Clustering(30) Variable = SPDYE5 MUTATION ANALYSIS
D30V1, survival
                  sevent
clus2                0   1
  SPDYE5 MUTATED     2   1
  SPDYE5 WILD-TYPE 152  48
  SPDYE5 MUTATED SPDYE5 WILD-TYPE 
               3              200 
  SPDYE5 MUTATED SPDYE5 WILD-TYPE 
               1               48 
$`SPDYE5 MUTATED`
TCGA-DU-5852 TCGA-DU-8165 TCGA-FG-8188 
        6.74         6.05         3.16 

$`SPDYE5 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 
       14.53        17.42        13.38         8.45         6.81       182.33 
TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 TCGA-DU-6394 
       18.94        17.46        15.12       211.17        40.08        22.42 
TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 
       49.02        75.16        46.06        65.72         1.22        87.45 
TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 
        7.00        11.64       133.74        19.89        16.80        94.52 
TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 
      114.05         7.96         7.69        11.47        62.96       156.23 
TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 
      138.25        14.99       105.21         8.84       117.40        90.77 
TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 
       30.67        26.30        10.36         7.96        94.29        18.90 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 
       43.99        62.01        25.91        60.30        23.31        41.98 
TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8166 
        2.76         5.10         3.98         6.48         6.61         2.20 
TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 
        3.19         3.52        50.14        67.43        41.13        79.96 
TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 
       57.93       134.27        78.18        95.57       130.78         5.26 
TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 
       25.87        13.38        12.39        32.19         7.23         6.21 
TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 
        4.67         3.35         4.14        15.35         4.08        26.37 
TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
        7.66         9.30         0.89         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 
        3.98         7.07         6.54         0.13         0.10         4.80 
TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 
        7.82         8.81         0.13         0.03        16.54         3.75 
TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 
       14.66         6.54         6.38         0.43        73.35        59.18 
TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 
       54.05       154.09         3.98         3.09        29.82        23.18 
TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 
      107.93         4.57        17.29         3.16        22.06        45.99 
TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 
       56.09         0.23        14.27        16.24         0.76         6.05 
TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 
       42.74        31.69         4.08         0.10         0.10         2.96 
TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 
       17.52         6.90        14.53         3.88        39.09         0.23 
TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 
       50.63         0.49        37.15         0.33         0.13         3.22 
TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 
        5.33         2.93         1.68         1.64        15.42         9.40 
TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 
       21.50        33.01        12.23         5.92         0.46         2.50 
TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 
        3.95         4.67         0.23        29.59         3.88        19.99 
TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 
       13.45         4.64         5.42        28.08         9.37         0.43 
TCGA-IK-7675 TCGA-IK-8125 
       18.97        29.88 

  SPDYE5 MUTATED SPDYE5 WILD-TYPE 
            3.16             0.03 
  SPDYE5 MUTATED SPDYE5 WILD-TYPE 
            6.74           211.17 
  SPDYE5 MUTATED SPDYE5 WILD-TYPE 
           6.050           14.335 
[1] "3.2 - 6.7 (6.0)"    "0.0 - 211.2 (14.3)"
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE"   "SPDYE5 MUTATED" "SPDYE5 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE"   "SPDYE5 MUTATED" "SPDYE5 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
  "SPDYE5 MUTATED" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE"   "SPDYE5 MUTATED" "SPDYE5 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE"   "SPDYE5 MUTATED" "SPDYE5 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
  "SPDYE5 MUTATED" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-4938       TCGA-CS-4941       TCGA-CS-4942       TCGA-CS-4943 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-4944       TCGA-CS-5390       TCGA-CS-5393       TCGA-CS-5394 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-5395       TCGA-CS-5396       TCGA-CS-5397       TCGA-CS-6186 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-6188       TCGA-CS-6290       TCGA-CS-6665       TCGA-CS-6666 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-CS-6667       TCGA-CS-6668       TCGA-CS-6669       TCGA-CS-6670 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DB-5270       TCGA-DB-5273       TCGA-DB-5274       TCGA-DB-5275 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DB-5276       TCGA-DB-5277       TCGA-DB-5278       TCGA-DB-5279 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DB-5280       TCGA-DB-5281       TCGA-DH-5140       TCGA-DH-5141 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DH-5142       TCGA-DH-5143       TCGA-DH-5144       TCGA-DU-5847 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-5849       TCGA-DU-5851       TCGA-DU-5852       TCGA-DU-5853 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE"   "SPDYE5 MUTATED" "SPDYE5 WILD-TYPE" 
      TCGA-DU-5854       TCGA-DU-5855       TCGA-DU-5870       TCGA-DU-5871 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-5872       TCGA-DU-5874       TCGA-DU-6392       TCGA-DU-6393 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6394       TCGA-DU-6395       TCGA-DU-6396       TCGA-DU-6397 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6399       TCGA-DU-6400       TCGA-DU-6401       TCGA-DU-6402 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6403       TCGA-DU-6404       TCGA-DU-6405       TCGA-DU-6406 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-6407       TCGA-DU-6408       TCGA-DU-6410       TCGA-DU-6542 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7006       TCGA-DU-7007       TCGA-DU-7008       TCGA-DU-7009 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7010       TCGA-DU-7011       TCGA-DU-7013       TCGA-DU-7014 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7015       TCGA-DU-7018       TCGA-DU-7019       TCGA-DU-7290 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7292       TCGA-DU-7294       TCGA-DU-7298       TCGA-DU-7299 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7300       TCGA-DU-7301       TCGA-DU-7302       TCGA-DU-7304 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-7306       TCGA-DU-7309       TCGA-DU-8158       TCGA-DU-8162 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-DU-8163       TCGA-DU-8164       TCGA-DU-8165       TCGA-DU-8166 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE"   "SPDYE5 MUTATED" "SPDYE5 WILD-TYPE" 
      TCGA-DU-8167       TCGA-DU-8168       TCGA-E1-5302       TCGA-E1-5303 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-E1-5304       TCGA-E1-5305       TCGA-E1-5307       TCGA-E1-5311 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-E1-5318       TCGA-E1-5319       TCGA-E1-5322       TCGA-EZ-7264 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-5962       TCGA-FG-5963       TCGA-FG-5964       TCGA-FG-5965 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-6688       TCGA-FG-6689       TCGA-FG-6690       TCGA-FG-6691 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-6692       TCGA-FG-7634       TCGA-FG-7636       TCGA-FG-7637 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-7638       TCGA-FG-7641       TCGA-FG-7643       TCGA-FG-8181 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-8182       TCGA-FG-8185       TCGA-FG-8186       TCGA-FG-8187 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-FG-8188       TCGA-FG-8191       TCGA-FN-7833       TCGA-HT-7467 
  "SPDYE5 MUTATED" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7468       TCGA-HT-7469       TCGA-HT-7470       TCGA-HT-7471 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7472       TCGA-HT-7473       TCGA-HT-7474       TCGA-HT-7475 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7476       TCGA-HT-7478       TCGA-HT-7479       TCGA-HT-7480 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7481       TCGA-HT-7482       TCGA-HT-7483       TCGA-HT-7485 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7601       TCGA-HT-7602       TCGA-HT-7603       TCGA-HT-7604 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7605       TCGA-HT-7606       TCGA-HT-7607       TCGA-HT-7608 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7609       TCGA-HT-7610       TCGA-HT-7616       TCGA-HT-7620 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7677       TCGA-HT-7680       TCGA-HT-7684       TCGA-HT-7686 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7688       TCGA-HT-7689       TCGA-HT-7690       TCGA-HT-7691 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7692       TCGA-HT-7693       TCGA-HT-7694       TCGA-HT-7695 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7855       TCGA-HT-7856       TCGA-HT-7857       TCGA-HT-7858 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7860       TCGA-HT-7874       TCGA-HT-7875       TCGA-HT-7877 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-7879       TCGA-HT-7880       TCGA-HT-7881       TCGA-HT-7882 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8010       TCGA-HT-8011       TCGA-HT-8012       TCGA-HT-8018 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8019       TCGA-HT-8104       TCGA-HT-8105       TCGA-HT-8107 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8108       TCGA-HT-8109       TCGA-HT-8110       TCGA-HT-8111 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HT-8113       TCGA-HT-8114       TCGA-HW-7486       TCGA-HW-7487 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HW-7489       TCGA-HW-7490       TCGA-HW-7491       TCGA-HW-7493 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
      TCGA-HW-7495       TCGA-IK-7675       TCGA-IK-8125 
"SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" "SPDYE5 WILD-TYPE" 
[1] "hr=" "16" 
D30V2, continuous
D30V3, binary
                  cls
clus                 0   1
  SPDYE5 MUTATED     2   1
  SPDYE5 WILD-TYPE  84 117
[1] "tbl2"
                  cls
clus               [,1] [,2]
  SPDYE5 MUTATED      2    1
  SPDYE5 WILD-TYPE   84  117
        clus
vv       SPDYE5 MUTATED SPDYE5 WILD-TYPE
  FEMALE              2               84
  MALE                1              117
D30V4, continuous
                  vv
clus               ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  SPDYE5 MUTATED             0                2                 1
  SPDYE5 WILD-TYPE          61               51                88
D30V5, multiclass
                   clus
vv                  SPDYE5 MUTATED SPDYE5 WILD-TYPE
  ASTROCYTOMA                    0               61
  OLIGOASTROCYTOMA               2               51
  OLIGODENDROGLIOMA              1               88
D30V6, binary
                  cls
clus                 0   1
  SPDYE5 MUTATED     1   2
  SPDYE5 WILD-TYPE  92 108
[1] "tbl2"
                  cls
clus               [,1] [,2]
  SPDYE5 MUTATED      1    2
  SPDYE5 WILD-TYPE   92  108
           clus
vv          SPDYE5 MUTATED SPDYE5 WILD-TYPE
  GRADE II               1               92
  GRADE III              2              108
D30V7, binary
                  cls
clus                 0   1
  SPDYE5 MUTATED     0   3
  SPDYE5 WILD-TYPE 103  98
[1] "tbl2"
                  cls
clus               [,1] [,2]
  SPDYE5 MUTATED      0    3
  SPDYE5 WILD-TYPE  103   98
     clus
vv    SPDYE5 MUTATED SPDYE5 WILD-TYPE
  NO               0              103
  YES              3               98

Clustering(31) Variable = SCAF1 MUTATION ANALYSIS
D31V1, survival
                 sevent
clus2               0   1
  SCAF1 MUTATED     4   0
  SCAF1 WILD-TYPE 150  49
  SCAF1 MUTATED SCAF1 WILD-TYPE 
              4             199 
  SCAF1 MUTATED SCAF1 WILD-TYPE 
              0              49 
$`SCAF1 MUTATED`
TCGA-DU-6392 TCGA-FG-8186 TCGA-HT-7686 TCGA-HT-7693 
      211.17         3.98        42.74        17.52 

$`SCAF1 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 
      182.33        18.94        17.46        15.12        40.08        22.42 
TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 
       49.02        75.16        46.06        65.72         1.22        87.45 
TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 
        7.00        11.64       133.74        19.89        16.80        94.52 
TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 
      114.05         7.96         7.69        11.47        62.96       156.23 
TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 
      138.25        14.99       105.21         8.84       117.40        90.77 
TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 
       30.67        26.30        10.36         7.96        94.29        18.90 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 
       43.99        62.01        25.91        60.30        23.31        41.98 
TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 
        2.76         5.10         3.98         6.48         6.61         6.05 
TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 
        2.20         3.19         3.52        50.14        67.43        41.13 
TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 
       79.96        57.93       134.27        78.18        95.57       130.78 
TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 
        5.26        25.87        13.38        12.39        32.19         7.23 
TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 
        6.21         4.67         3.35         4.14        15.35         4.08 
TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 
       26.37         7.66         9.30         0.89         3.45         3.29 
TCGA-FG-8185 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 
        2.27         7.07         3.16         6.54         0.13         0.10 
TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 
        4.80         7.82         8.81         0.13         0.03        16.54 
TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 
        3.75        14.66         6.54         6.38         0.43        73.35 
TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 
       59.18        54.05       154.09         3.98         3.09        29.82 
TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 
       23.18       107.93         4.57        17.29         3.16        22.06 
TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 
       45.99        56.09         0.23        14.27        16.24         0.76 
TCGA-HT-7684 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 
        6.05        31.69         4.08         0.10         0.10         2.96 
TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 
        6.90        14.53         3.88        39.09         0.23        50.63 
TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 
        0.49        37.15         0.33         0.13         3.22         5.33 
TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 
        2.93         1.68         1.64        15.42         9.40        21.50 
TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 
       33.01        12.23         5.92         0.46         2.50         3.95 
TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 
        4.67         0.23        29.59         3.88        19.99        13.45 
TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 
        4.64         5.42        28.08         9.37         0.43        18.97 
TCGA-IK-8125 
       29.88 

  SCAF1 MUTATED SCAF1 WILD-TYPE 
           3.98            0.03 
  SCAF1 MUTATED SCAF1 WILD-TYPE 
         211.17          182.33 
  SCAF1 MUTATED SCAF1 WILD-TYPE 
          30.13           13.38 
[1] "4.0 - 211.2 (30.1)" "0.0 - 182.3 (13.4)"
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE"   "SCAF1 MUTATED" "SCAF1 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE"   "SCAF1 MUTATED" "SCAF1 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE"   "SCAF1 MUTATED" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"SCAF1 WILD-TYPE"   "SCAF1 MUTATED" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE"   "SCAF1 MUTATED" "SCAF1 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE"   "SCAF1 MUTATED" "SCAF1 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE"   "SCAF1 MUTATED" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"SCAF1 WILD-TYPE"   "SCAF1 MUTATED" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE"   "SCAF1 MUTATED" "SCAF1 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE"   "SCAF1 MUTATED" "SCAF1 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE"   "SCAF1 MUTATED" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"SCAF1 WILD-TYPE"   "SCAF1 MUTATED" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
[1] "hr="     "2.7e+07"
D31V2, continuous
D31V3, binary
                 cls
clus                0   1
  SCAF1 MUTATED     4   0
  SCAF1 WILD-TYPE  82 118
[1] "tbl2"
                 cls
clus              [,1] [,2]
  SCAF1 MUTATED      4    0
  SCAF1 WILD-TYPE   82  118
        clus
vv       SCAF1 MUTATED SCAF1 WILD-TYPE
  FEMALE             4              82
  MALE               0             118
D31V4, continuous
[1] "Remove cluster labels:" "SCAF1 MUTATED"         
clus
  SCAF1 MUTATED SCAF1 WILD-TYPE 
              2              91 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5395 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186      TCGA-CS-6188 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666      TCGA-CS-6667 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-CS-6668      TCGA-CS-6669      TCGA-DB-5274      TCGA-DH-5140 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5851 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5852      TCGA-DU-5853      TCGA-DU-5854      TCGA-DU-5855 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-5870      TCGA-DU-5871      TCGA-DU-5874      TCGA-DU-6396 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6407 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-7011      TCGA-DU-7013 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7014      TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299      TCGA-DU-7300 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304      TCGA-DU-7306 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162      TCGA-DU-8163 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-DU-8165      TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-E1-5303      TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-E1-5311      TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-5963      TCGA-FG-5965      TCGA-FG-6688      TCGA-FG-6689 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-6690      TCGA-FG-6691      TCGA-FG-7636      TCGA-FG-7638 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-FG-8181      TCGA-FG-8185      TCGA-FG-8187      TCGA-FG-8188 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7470      TCGA-HT-7475      TCGA-HT-7485 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7607      TCGA-HT-7609      TCGA-HT-7689      TCGA-HT-7692 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
     TCGA-HT-7694      TCGA-HT-7875      TCGA-IK-7675 
"SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" "SCAF1 WILD-TYPE" 
                 vv
clus              ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  SCAF1 MUTATED             2                1                 1
  SCAF1 WILD-TYPE          59               52                88
D31V5, multiclass
                   clus
vv                  SCAF1 MUTATED SCAF1 WILD-TYPE
  ASTROCYTOMA                   2              59
  OLIGOASTROCYTOMA              1              52
  OLIGODENDROGLIOMA             1              88
D31V6, binary
                 cls
clus                0   1
  SCAF1 MUTATED     1   3
  SCAF1 WILD-TYPE  92 107
[1] "tbl2"
                 cls
clus              [,1] [,2]
  SCAF1 MUTATED      1    3
  SCAF1 WILD-TYPE   92  107
           clus
vv          SCAF1 MUTATED SCAF1 WILD-TYPE
  GRADE II              1              92
  GRADE III             3             107
D31V7, binary
                 cls
clus                0   1
  SCAF1 MUTATED     3   1
  SCAF1 WILD-TYPE 100 100
[1] "tbl2"
                 cls
clus              [,1] [,2]
  SCAF1 MUTATED      3    1
  SCAF1 WILD-TYPE  100  100
     clus
vv    SCAF1 MUTATED SCAF1 WILD-TYPE
  NO              3             100
  YES             1             100

Clustering(32) Variable = FSTL5 MUTATION ANALYSIS
D32V1, survival
                 sevent
clus2               0   1
  FSTL5 MUTATED     3   3
  FSTL5 WILD-TYPE 151  46
  FSTL5 MUTATED FSTL5 WILD-TYPE 
              6             197 
  FSTL5 MUTATED FSTL5 WILD-TYPE 
              3              46 
$`FSTL5 MUTATED`
TCGA-CS-5394 TCGA-DU-6392 TCGA-DU-6397 TCGA-DU-7301 TCGA-E1-5318 TCGA-HT-7469 
        0.10       211.17        46.06        25.91        78.18         7.82 

$`FSTL5 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 
       28.18        20.98         9.50         6.38        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 
       17.95        12.43         8.45         7.53         7.99         7.36 
TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 
        6.58        97.87        58.72        56.75        47.93        52.41 
TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 
       46.65        50.17        44.52        13.28        53.06        19.96 
TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 
       31.82        30.28        14.40         8.02        17.98        14.53 
TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 
       17.42         6.74        13.38         8.45         6.81       182.33 
TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 
       18.94        17.46        15.12        40.08        22.42        49.02 
TCGA-DU-6396 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 
       75.16        65.72         1.22        87.45         7.00        11.64 
TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 
      133.74        19.89        16.80        94.52       114.05         7.96 
TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 
        7.69        11.47        62.96       156.23       138.25        14.99 
TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 
      105.21         8.84       117.40        90.77        30.67        26.30 
TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 
       10.36         7.96        94.29        18.90        43.99        62.01 
TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 
       60.30        23.31        41.98         2.76         5.10         3.98 
TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 
        6.48         6.61         6.05         2.20         3.19         3.52 
TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 
       50.14        67.43        41.13        79.96        57.93       134.27 
TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 
       95.57       130.78         5.26        25.87        13.38        12.39 
TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 
       32.19         7.23         6.21         4.67         3.35         4.14 
TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 
       15.35         4.08        26.37         7.66         9.30         0.89 
TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 
        3.45         3.29         2.27         3.98         7.07         3.16 
TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7470 TCGA-HT-7471 
        6.54         0.13         0.10         4.80         8.81         0.13 
TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 
        0.03        16.54         3.75        14.66         6.54         6.38 
TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 
        0.43        73.35        59.18        54.05       154.09         3.98 
TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 
        3.09        29.82        23.18       107.93         4.57        17.29 
TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 
        3.16        22.06        45.99        56.09         0.23        14.27 
TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 
       16.24         0.76         6.05        42.74        31.69         4.08 
TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 
        0.10         0.10         2.96        17.52         6.90        14.53 
TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 
        3.88        39.09         0.23        50.63         0.49        37.15 
TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 
        0.33         0.13         3.22         5.33         2.93         1.68 
TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 
        1.64        15.42         9.40        21.50        33.01        12.23 
TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 
        5.92         0.46         2.50         3.95         4.67         0.23 
TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 
       29.59         3.88        19.99        13.45         4.64         5.42 
TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
       28.08         9.37         0.43        18.97        29.88 

  FSTL5 MUTATED FSTL5 WILD-TYPE 
           0.10            0.03 
  FSTL5 MUTATED FSTL5 WILD-TYPE 
         211.17          182.33 
  FSTL5 MUTATED FSTL5 WILD-TYPE 
         35.985          13.380 
[1] "0.1 - 211.2 (36.0)" "0.0 - 182.3 (13.4)"
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE"   "FSTL5 MUTATED" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE"   "FSTL5 MUTATED" "FSTL5 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE"   "FSTL5 MUTATED" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"FSTL5 WILD-TYPE"   "FSTL5 MUTATED" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
  "FSTL5 MUTATED" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"FSTL5 WILD-TYPE"   "FSTL5 MUTATED" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE"   "FSTL5 MUTATED" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE"   "FSTL5 MUTATED" "FSTL5 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE"   "FSTL5 MUTATED" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"FSTL5 WILD-TYPE"   "FSTL5 MUTATED" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
  "FSTL5 MUTATED" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"FSTL5 WILD-TYPE"   "FSTL5 MUTATED" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5394 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE"   "FSTL5 MUTATED" 
     TCGA-CS-5395      TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-6188      TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-6667      TCGA-CS-6668      TCGA-CS-6669      TCGA-CS-6670 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DB-5270      TCGA-DB-5273      TCGA-DB-5274      TCGA-DB-5275 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DB-5276      TCGA-DB-5277      TCGA-DB-5278      TCGA-DB-5279 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DB-5280      TCGA-DB-5281      TCGA-DH-5140      TCGA-DH-5141 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5847 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5849      TCGA-DU-5851      TCGA-DU-5852      TCGA-DU-5853 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5854      TCGA-DU-5855      TCGA-DU-5870      TCGA-DU-5871 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5872      TCGA-DU-5874      TCGA-DU-6392      TCGA-DU-6393 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE"   "FSTL5 MUTATED" "FSTL5 WILD-TYPE" 
     TCGA-DU-6394      TCGA-DU-6395      TCGA-DU-6396      TCGA-DU-6397 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE"   "FSTL5 MUTATED" 
     TCGA-DU-6399      TCGA-DU-6400      TCGA-DU-6401      TCGA-DU-6402 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6406 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-6407      TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-6542 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7006      TCGA-DU-7007      TCGA-DU-7008      TCGA-DU-7009 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7010      TCGA-DU-7011      TCGA-DU-7013      TCGA-DU-7014 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019      TCGA-DU-7290 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7292      TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7300      TCGA-DU-7301      TCGA-DU-7302      TCGA-DU-7304 
"FSTL5 WILD-TYPE"   "FSTL5 MUTATED" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7306      TCGA-DU-7309      TCGA-DU-8158      TCGA-DU-8162 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-8163      TCGA-DU-8164      TCGA-DU-8165      TCGA-DU-8166 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-E1-5318      TCGA-E1-5319      TCGA-E1-5322      TCGA-EZ-7264 
  "FSTL5 MUTATED" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-5962      TCGA-FG-5963      TCGA-FG-5964      TCGA-FG-5965 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-6692      TCGA-FG-7634      TCGA-FG-7636      TCGA-FG-7637 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-7638      TCGA-FG-7641      TCGA-FG-7643      TCGA-FG-8181 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-8182      TCGA-FG-8185      TCGA-FG-8186      TCGA-FG-8187 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-8188      TCGA-FG-8191      TCGA-FN-7833      TCGA-HT-7467 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7468      TCGA-HT-7469      TCGA-HT-7470      TCGA-HT-7471 
"FSTL5 WILD-TYPE"   "FSTL5 MUTATED" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7472      TCGA-HT-7473      TCGA-HT-7474      TCGA-HT-7475 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7476      TCGA-HT-7478      TCGA-HT-7479      TCGA-HT-7480 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7481      TCGA-HT-7482      TCGA-HT-7483      TCGA-HT-7485 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7601      TCGA-HT-7602      TCGA-HT-7603      TCGA-HT-7604 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7605      TCGA-HT-7606      TCGA-HT-7607      TCGA-HT-7608 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7610      TCGA-HT-7616      TCGA-HT-7620 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7677      TCGA-HT-7680      TCGA-HT-7684      TCGA-HT-7686 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7688      TCGA-HT-7689      TCGA-HT-7690      TCGA-HT-7691 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7692      TCGA-HT-7693      TCGA-HT-7694      TCGA-HT-7695 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7855      TCGA-HT-7856      TCGA-HT-7857      TCGA-HT-7858 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7860      TCGA-HT-7874      TCGA-HT-7875      TCGA-HT-7877 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7879      TCGA-HT-7880      TCGA-HT-7881      TCGA-HT-7882 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8010      TCGA-HT-8011      TCGA-HT-8012      TCGA-HT-8018 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8019      TCGA-HT-8104      TCGA-HT-8105      TCGA-HT-8107 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8108      TCGA-HT-8109      TCGA-HT-8110      TCGA-HT-8111 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-8113      TCGA-HT-8114      TCGA-HW-7486      TCGA-HW-7487 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HW-7489      TCGA-HW-7490      TCGA-HW-7491      TCGA-HW-7493 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HW-7495      TCGA-IK-7675      TCGA-IK-8125 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
[1] "hr=" "1"  
D32V2, continuous
D32V3, binary
                 cls
clus                0   1
  FSTL5 MUTATED     2   4
  FSTL5 WILD-TYPE  84 114
[1] "tbl2"
                 cls
clus              [,1] [,2]
  FSTL5 MUTATED      2    4
  FSTL5 WILD-TYPE   84  114
        clus
vv       FSTL5 MUTATED FSTL5 WILD-TYPE
  FEMALE             2              84
  MALE               4             114
D32V4, continuous
[1] "Remove cluster labels:" "FSTL5 MUTATED"         
clus
  FSTL5 MUTATED FSTL5 WILD-TYPE 
              2              91 
     TCGA-CS-4938      TCGA-CS-4941      TCGA-CS-4942      TCGA-CS-4943 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-4944      TCGA-CS-5390      TCGA-CS-5393      TCGA-CS-5395 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-5396      TCGA-CS-5397      TCGA-CS-6186      TCGA-CS-6188 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-6290      TCGA-CS-6665      TCGA-CS-6666      TCGA-CS-6667 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-CS-6668      TCGA-CS-6669      TCGA-DB-5274      TCGA-DH-5140 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DH-5142      TCGA-DH-5143      TCGA-DH-5144      TCGA-DU-5851 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5852      TCGA-DU-5853      TCGA-DU-5854      TCGA-DU-5855 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-5870      TCGA-DU-5871      TCGA-DU-5874      TCGA-DU-6396 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-6403      TCGA-DU-6404      TCGA-DU-6405      TCGA-DU-6407 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-6408      TCGA-DU-6410      TCGA-DU-7011      TCGA-DU-7013 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7014      TCGA-DU-7015      TCGA-DU-7018      TCGA-DU-7019 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7294      TCGA-DU-7298      TCGA-DU-7299      TCGA-DU-7300 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-7302      TCGA-DU-7304      TCGA-DU-7306      TCGA-DU-7309 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-8158      TCGA-DU-8162      TCGA-DU-8163      TCGA-DU-8165 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-DU-8167      TCGA-DU-8168      TCGA-E1-5302      TCGA-E1-5303 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-E1-5304      TCGA-E1-5305      TCGA-E1-5307      TCGA-E1-5311 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-E1-5319      TCGA-E1-5322      TCGA-FG-5963      TCGA-FG-5965 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-6688      TCGA-FG-6689      TCGA-FG-6690      TCGA-FG-6691 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-7636      TCGA-FG-7638      TCGA-FG-8181      TCGA-FG-8185 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-FG-8186      TCGA-FG-8187      TCGA-FG-8188      TCGA-HT-7468 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7470      TCGA-HT-7475      TCGA-HT-7485      TCGA-HT-7607 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7609      TCGA-HT-7689      TCGA-HT-7692      TCGA-HT-7693 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
     TCGA-HT-7694      TCGA-HT-7875      TCGA-IK-7675 
"FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" "FSTL5 WILD-TYPE" 
                 vv
clus              ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  FSTL5 MUTATED             2                0                 4
  FSTL5 WILD-TYPE          59               53                85
D32V5, multiclass
                   clus
vv                  FSTL5 MUTATED FSTL5 WILD-TYPE
  ASTROCYTOMA                   2              59
  OLIGOASTROCYTOMA              0              53
  OLIGODENDROGLIOMA             4              85
D32V6, binary
                 cls
clus                0   1
  FSTL5 MUTATED     2   4
  FSTL5 WILD-TYPE  91 106
[1] "tbl2"
                 cls
clus              [,1] [,2]
  FSTL5 MUTATED      2    4
  FSTL5 WILD-TYPE   91  106
           clus
vv          FSTL5 MUTATED FSTL5 WILD-TYPE
  GRADE II              2              91
  GRADE III             4             106
D32V7, binary
                 cls
clus               0  1
  FSTL5 MUTATED    4  2
  FSTL5 WILD-TYPE 99 99
[1] "tbl2"
                 cls
clus              [,1] [,2]
  FSTL5 MUTATED      4    2
  FSTL5 WILD-TYPE   99   99
     clus
vv    FSTL5 MUTATED FSTL5 WILD-TYPE
  NO              4              99
  YES             2              99

Clustering(33) Variable = C9ORF79 MUTATION ANALYSIS
D33V1, survival
                   sevent
clus2                 0   1
  C9ORF79 MUTATED     7   1
  C9ORF79 WILD-TYPE 147  48
  C9ORF79 MUTATED C9ORF79 WILD-TYPE 
                8               195 
  C9ORF79 MUTATED C9ORF79 WILD-TYPE 
                1                48 
$`C9ORF79 MUTATED`
TCGA-CS-5396 TCGA-CS-6670 TCGA-DU-6392 TCGA-DU-7309 TCGA-DU-8165 TCGA-E1-5302 
        9.50         6.58       211.17         2.76         6.05        50.14 
TCGA-HT-7479 TCGA-HT-7692 
        0.43         2.96 

$`C9ORF79 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 
       28.18         0.10        20.98         6.38        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 TCGA-CS-6669 
       17.95        12.43         8.45         7.53         7.99         7.36 
TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 TCGA-DB-5277 
       97.87        58.72        56.75        47.93        52.41        46.65 
TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 TCGA-DH-5141 
       50.17        44.52        13.28        53.06        19.96        31.82 
TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 TCGA-DU-5851 
       30.28        14.40         8.02        17.98        14.53        17.42 
TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 TCGA-DU-5871 
        6.74        13.38         8.45         6.81       182.33        18.94 
TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 
       17.46        15.12        40.08        22.42        49.02        75.16 
TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 
       46.06        65.72         1.22        87.45         7.00        11.64 
TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 
      133.74        19.89        16.80        94.52       114.05         7.96 
TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 
        7.69        11.47        62.96       156.23       138.25        14.99 
TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 
      105.21         8.84       117.40        90.77        30.67        26.30 
TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 
       10.36         7.96        94.29        18.90        43.99        62.01 
TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-8158 TCGA-DU-8162 
       25.91        60.30        23.31        41.98         5.10         3.98 
TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5303 
        6.48         6.61         2.20         3.19         3.52        67.43 
TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 
       41.13        79.96        57.93       134.27        78.18        95.57 
TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 
      130.78         5.26        25.87        13.38        12.39        32.19 
TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 
        7.23         6.21         4.67         3.35         4.14        15.35 
TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 
        4.08        26.37         7.66         9.30         0.89         3.45 
TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 
        3.29         2.27         3.98         7.07         3.16         6.54 
TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 
        0.13         0.10         4.80         7.82         8.81         0.13 
TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 
        0.03        16.54         3.75        14.66         6.54         6.38 
TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 
       73.35        59.18        54.05       154.09         3.98         3.09 
TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 
       29.82        23.18       107.93         4.57        17.29         3.16 
TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 
       22.06        45.99        56.09         0.23        14.27        16.24 
TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 
        0.76         6.05        42.74        31.69         4.08         0.10 
TCGA-HT-7691 TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 
        0.10        17.52         6.90        14.53         3.88        39.09 
TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 
        0.23        50.63         0.49        37.15         0.33         0.13 
TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 
        3.22         5.33         2.93         1.68         1.64        15.42 
TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 
        9.40        21.50        33.01        12.23         5.92         0.46 
TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 
        2.50         3.95         4.67         0.23        29.59         3.88 
TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 
       19.99        13.45         4.64         5.42        28.08         9.37 
TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        0.43        18.97        29.88 

  C9ORF79 MUTATED C9ORF79 WILD-TYPE 
             0.43              0.03 
  C9ORF79 MUTATED C9ORF79 WILD-TYPE 
           211.17            182.33 
  C9ORF79 MUTATED C9ORF79 WILD-TYPE 
            6.315            14.400 
[1] "0.4 - 211.2 (6.3)"  "0.0 - 182.3 (14.4)"
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
"C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
  "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
"C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
  "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
"C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE"   "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
  "C9ORF79 MUTATED" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" "C9ORF79 WILD-TYPE" 
[1] "hr=" "2.3"
D33V2, continuous
D33V3, binary
                   cls
clus                  0   1
  C9ORF79 MUTATED     4   4
  C9ORF79 WILD-TYPE  82 114
[1] "tbl2"
                   cls
clus                [,1] [,2]
  C9ORF79 MUTATED      4    4
  C9ORF79 WILD-TYPE   82  114
        clus
vv       C9ORF79 MUTATED C9ORF79 WILD-TYPE
  FEMALE               4                82
  MALE                 4               114
D33V4, continuous
                   vv
clus                ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  C9ORF79 MUTATED             3                1                 4
  C9ORF79 WILD-TYPE          58               52                85
D33V5, multiclass
                   clus
vv                  C9ORF79 MUTATED C9ORF79 WILD-TYPE
  ASTROCYTOMA                     3                58
  OLIGOASTROCYTOMA                1                52
  OLIGODENDROGLIOMA               4                85
D33V6, binary
                   cls
clus                  0   1
  C9ORF79 MUTATED     1   7
  C9ORF79 WILD-TYPE  92 103
[1] "tbl2"
                   cls
clus                [,1] [,2]
  C9ORF79 MUTATED      1    7
  C9ORF79 WILD-TYPE   92  103
           clus
vv          C9ORF79 MUTATED C9ORF79 WILD-TYPE
  GRADE II                1                92
  GRADE III               7               103
D33V7, binary
                   cls
clus                 0  1
  C9ORF79 MUTATED    6  2
  C9ORF79 WILD-TYPE 97 99
[1] "tbl2"
                   cls
clus                [,1] [,2]
  C9ORF79 MUTATED      6    2
  C9ORF79 WILD-TYPE   97   99
     clus
vv    C9ORF79 MUTATED C9ORF79 WILD-TYPE
  NO                6                97
  YES               2                99

Clustering(34) Variable = ZCCHC12 MUTATION ANALYSIS
D34V1, survival
                   sevent
clus2                 0   1
  ZCCHC12 MUTATED     3   0
  ZCCHC12 WILD-TYPE 151  49
  ZCCHC12 MUTATED ZCCHC12 WILD-TYPE 
                3               200 
  ZCCHC12 MUTATED ZCCHC12 WILD-TYPE 
                0                49 
$`ZCCHC12 MUTATED`
TCGA-DU-8168 TCGA-FG-5962 TCGA-HT-7695 
        3.52        25.87        14.53 

$`ZCCHC12 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6392 TCGA-DU-6393 
      182.33        18.94        17.46        15.12       211.17        40.08 
TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 
       22.42        49.02        75.16        46.06        65.72         1.22 
TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 
       87.45         7.00        11.64       133.74        19.89        16.80 
TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 
       94.52       114.05         7.96         7.69        11.47        62.96 
TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 
      156.23       138.25        14.99       105.21         8.84       117.40 
TCGA-DU-7015 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 
       90.77        30.67        26.30        10.36         7.96        94.29 
TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 
       18.90        43.99        62.01        25.91        60.30        23.31 
TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 
       41.98         2.76         5.10         3.98         6.48         6.61 
TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 
        6.05         2.20         3.19        50.14        67.43        41.13 
TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 
       79.96        57.93       134.27        78.18        95.57       130.78 
TCGA-EZ-7264 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 
        5.26        13.38        12.39        32.19         7.23         6.21 
TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 
        4.67         3.35         4.14        15.35         4.08        26.37 
TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
        7.66         9.30         0.89         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 
        3.98         7.07         3.16         6.54         0.13         0.10 
TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 
        4.80         7.82         8.81         0.13         0.03        16.54 
TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 
        3.75        14.66         6.54         6.38         0.43        73.35 
TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 
       59.18        54.05       154.09         3.98         3.09        29.82 
TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 
       23.18       107.93         4.57        17.29         3.16        22.06 
TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 
       45.99        56.09         0.23        14.27        16.24         0.76 
TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 
        6.05        42.74        31.69         4.08         0.10         0.10 
TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 
        2.96        17.52         6.90         3.88        39.09         0.23 
TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 
       50.63         0.49        37.15         0.33         0.13         3.22 
TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 
        5.33         2.93         1.68         1.64        15.42         9.40 
TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 
       21.50        33.01        12.23         5.92         0.46         2.50 
TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 
        3.95         4.67         0.23        29.59         3.88        19.99 
TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 
       13.45         4.64         5.42        28.08         9.37         0.43 
TCGA-IK-7675 TCGA-IK-8125 
       18.97        29.88 

  ZCCHC12 MUTATED ZCCHC12 WILD-TYPE 
             3.52              0.03 
  ZCCHC12 MUTATED ZCCHC12 WILD-TYPE 
            25.87            211.17 
  ZCCHC12 MUTATED ZCCHC12 WILD-TYPE 
           14.530            13.415 
[1] "3.5 - 25.9 (14.5)"  "0.0 - 211.2 (13.4)"
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"ZCCHC12 WILD-TYPE"   "ZCCHC12 MUTATED" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
  "ZCCHC12 MUTATED" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE"   "ZCCHC12 MUTATED" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"ZCCHC12 WILD-TYPE"   "ZCCHC12 MUTATED" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
  "ZCCHC12 MUTATED" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE"   "ZCCHC12 MUTATED" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"ZCCHC12 WILD-TYPE"   "ZCCHC12 MUTATED" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
  "ZCCHC12 MUTATED" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE"   "ZCCHC12 MUTATED" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
[1] "hr="     "3300000"
D34V2, continuous
D34V3, binary
                   cls
clus                  0   1
  ZCCHC12 MUTATED     2   1
  ZCCHC12 WILD-TYPE  84 117
[1] "tbl2"
                   cls
clus                [,1] [,2]
  ZCCHC12 MUTATED      2    1
  ZCCHC12 WILD-TYPE   84  117
        clus
vv       ZCCHC12 MUTATED ZCCHC12 WILD-TYPE
  FEMALE               2                84
  MALE                 1               117
D34V4, continuous
[1] "Remove cluster labels:" "ZCCHC12 MUTATED"       
clus
  ZCCHC12 MUTATED ZCCHC12 WILD-TYPE 
                1                92 
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5395 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186        TCGA-CS-6188 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666        TCGA-CS-6667 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-CS-6668        TCGA-CS-6669        TCGA-DB-5274        TCGA-DH-5140 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5851 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5852        TCGA-DU-5853        TCGA-DU-5854        TCGA-DU-5855 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-5870        TCGA-DU-5871        TCGA-DU-5874        TCGA-DU-6396 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6407 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-7011        TCGA-DU-7013 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7014        TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299        TCGA-DU-7300 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304        TCGA-DU-7306 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162        TCGA-DU-8163 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-DU-8165        TCGA-DU-8167        TCGA-E1-5302        TCGA-E1-5303 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-FG-5963 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-5965        TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-6691        TCGA-FG-7636        TCGA-FG-7638        TCGA-FG-8181 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187        TCGA-FG-8188 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7470        TCGA-HT-7475        TCGA-HT-7485 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7607        TCGA-HT-7609        TCGA-HT-7689        TCGA-HT-7692 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
       TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7875        TCGA-IK-7675 
"ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" "ZCCHC12 WILD-TYPE" 
                   vv
clus                ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  ZCCHC12 MUTATED             0                0                 3
  ZCCHC12 WILD-TYPE          61               53                86
D34V5, multiclass
                   clus
vv                  ZCCHC12 MUTATED ZCCHC12 WILD-TYPE
  ASTROCYTOMA                     0                61
  OLIGOASTROCYTOMA                0                53
  OLIGODENDROGLIOMA               3                86
D34V6, binary
                   cls
clus                  0   1
  ZCCHC12 MUTATED     1   2
  ZCCHC12 WILD-TYPE  92 108
[1] "tbl2"
                   cls
clus                [,1] [,2]
  ZCCHC12 MUTATED      1    2
  ZCCHC12 WILD-TYPE   92  108
           clus
vv          ZCCHC12 MUTATED ZCCHC12 WILD-TYPE
  GRADE II                1                92
  GRADE III               2               108
D34V7, binary
                   cls
clus                  0   1
  ZCCHC12 MUTATED     2   1
  ZCCHC12 WILD-TYPE 101 100
[1] "tbl2"
                   cls
clus                [,1] [,2]
  ZCCHC12 MUTATED      2    1
  ZCCHC12 WILD-TYPE  101  100
     clus
vv    ZCCHC12 MUTATED ZCCHC12 WILD-TYPE
  NO                2               101
  YES               1               100

Clustering(35) Variable = SMARCA4 MUTATION ANALYSIS
D35V1, survival
                   sevent
clus2                 0   1
  SMARCA4 MUTATED    11   1
  SMARCA4 WILD-TYPE 143  48
  SMARCA4 MUTATED SMARCA4 WILD-TYPE 
               12               191 
  SMARCA4 MUTATED SMARCA4 WILD-TYPE 
                1                48 
$`SMARCA4 MUTATED`
TCGA-CS-5393 TCGA-CS-6667 TCGA-DU-6392 TCGA-DU-7008 TCGA-DU-7018 TCGA-DU-7019 
       28.18         7.53       211.17       156.23        30.67        26.30 
TCGA-DU-7294 TCGA-FG-6690 TCGA-HT-7606 TCGA-HT-7688 TCGA-HT-7855 TCGA-HT-8109 
       94.29         4.67        17.29        31.69         3.88         3.95 

$`SMARCA4 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 TCGA-CS-6188 
        0.10        20.98         9.50         6.38        17.69        23.84 
TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6668 TCGA-CS-6669 TCGA-CS-6670 
       17.95        12.43         8.45         7.99         7.36         6.58 
TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 TCGA-DB-5276 TCGA-DB-5277 
       97.87        58.72        56.75        47.93        52.41        46.65 
TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 TCGA-DH-5140 TCGA-DH-5141 
       50.17        44.52        13.28        53.06        19.96        31.82 
TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 TCGA-DU-5849 TCGA-DU-5851 
       30.28        14.40         8.02        17.98        14.53        17.42 
TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 TCGA-DU-5870 TCGA-DU-5871 
        6.74        13.38         8.45         6.81       182.33        18.94 
TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 TCGA-DU-6395 TCGA-DU-6396 
       17.46        15.12        40.08        22.42        49.02        75.16 
TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 TCGA-DU-6402 TCGA-DU-6403 
       46.06        65.72         1.22        87.45         7.00        11.64 
TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 TCGA-DU-6410 
      133.74        19.89        16.80        94.52       114.05         7.96 
TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 
        7.69        11.47        62.96       138.25        14.99       105.21 
TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7298 
        8.84       117.40        90.77        10.36         7.96        18.90 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 
       43.99        62.01        25.91        60.30        23.31        41.98 
TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 
        2.76         5.10         3.98         6.48         6.61         6.05 
TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 
        2.20         3.19         3.52        50.14        67.43        41.13 
TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 
       79.96        57.93       134.27        78.18        95.57       130.78 
TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 
        5.26        25.87        13.38        12.39        32.19         7.23 
TCGA-FG-6689 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 
        6.21         3.35         4.14        15.35         4.08        26.37 
TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
        7.66         9.30         0.89         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 
        3.98         7.07         3.16         6.54         0.13         0.10 
TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 
        4.80         7.82         8.81         0.13         0.03        16.54 
TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 
        3.75        14.66         6.54         6.38         0.43        73.35 
TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 
       59.18        54.05       154.09         3.98         3.09        29.82 
TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 
       23.18       107.93         4.57         3.16        22.06        45.99 
TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 
       56.09         0.23        14.27        16.24         0.76         6.05 
TCGA-HT-7686 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 
       42.74         4.08         0.10         0.10         2.96        17.52 
TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 
        6.90        14.53        39.09         0.23        50.63         0.49 
TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 
       37.15         0.33         0.13         3.22         5.33         2.93 
TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 
        1.68         1.64        15.42         9.40        21.50        33.01 
TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8110 TCGA-HT-8111 
       12.23         5.92         0.46         2.50         4.67         0.23 
TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 
       29.59         3.88        19.99        13.45         4.64         5.42 
TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
       28.08         9.37         0.43        18.97        29.88 

  SMARCA4 MUTATED SMARCA4 WILD-TYPE 
             3.88              0.03 
  SMARCA4 MUTATED SMARCA4 WILD-TYPE 
           211.17            182.33 
  SMARCA4 MUTATED SMARCA4 WILD-TYPE 
            27.24             13.38 
[1] "3.9 - 211.2 (27.2)" "0.0 - 182.3 (13.4)"
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
  "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
  "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
  "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
  "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
  "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
  "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-4938        TCGA-CS-4941        TCGA-CS-4942        TCGA-CS-4943 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-4944        TCGA-CS-5390        TCGA-CS-5393        TCGA-CS-5394 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-CS-5395        TCGA-CS-5396        TCGA-CS-5397        TCGA-CS-6186 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-6188        TCGA-CS-6290        TCGA-CS-6665        TCGA-CS-6666 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-CS-6667        TCGA-CS-6668        TCGA-CS-6669        TCGA-CS-6670 
  "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DB-5270        TCGA-DB-5273        TCGA-DB-5274        TCGA-DB-5275 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DB-5276        TCGA-DB-5277        TCGA-DB-5278        TCGA-DB-5279 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DB-5280        TCGA-DB-5281        TCGA-DH-5140        TCGA-DH-5141 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DH-5142        TCGA-DH-5143        TCGA-DH-5144        TCGA-DU-5847 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-5849        TCGA-DU-5851        TCGA-DU-5852        TCGA-DU-5853 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-5854        TCGA-DU-5855        TCGA-DU-5870        TCGA-DU-5871 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-5872        TCGA-DU-5874        TCGA-DU-6392        TCGA-DU-6393 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6394        TCGA-DU-6395        TCGA-DU-6396        TCGA-DU-6397 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6399        TCGA-DU-6400        TCGA-DU-6401        TCGA-DU-6402 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6403        TCGA-DU-6404        TCGA-DU-6405        TCGA-DU-6406 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-6407        TCGA-DU-6408        TCGA-DU-6410        TCGA-DU-6542 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7006        TCGA-DU-7007        TCGA-DU-7008        TCGA-DU-7009 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7010        TCGA-DU-7011        TCGA-DU-7013        TCGA-DU-7014 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7015        TCGA-DU-7018        TCGA-DU-7019        TCGA-DU-7290 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7292        TCGA-DU-7294        TCGA-DU-7298        TCGA-DU-7299 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7300        TCGA-DU-7301        TCGA-DU-7302        TCGA-DU-7304 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-7306        TCGA-DU-7309        TCGA-DU-8158        TCGA-DU-8162 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-8163        TCGA-DU-8164        TCGA-DU-8165        TCGA-DU-8166 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-DU-8167        TCGA-DU-8168        TCGA-E1-5302        TCGA-E1-5303 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-E1-5304        TCGA-E1-5305        TCGA-E1-5307        TCGA-E1-5311 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-E1-5318        TCGA-E1-5319        TCGA-E1-5322        TCGA-EZ-7264 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-5962        TCGA-FG-5963        TCGA-FG-5964        TCGA-FG-5965 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-6688        TCGA-FG-6689        TCGA-FG-6690        TCGA-FG-6691 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" 
       TCGA-FG-6692        TCGA-FG-7634        TCGA-FG-7636        TCGA-FG-7637 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-7638        TCGA-FG-7641        TCGA-FG-7643        TCGA-FG-8181 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-8182        TCGA-FG-8185        TCGA-FG-8186        TCGA-FG-8187 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-FG-8188        TCGA-FG-8191        TCGA-FN-7833        TCGA-HT-7467 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7468        TCGA-HT-7469        TCGA-HT-7470        TCGA-HT-7471 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7472        TCGA-HT-7473        TCGA-HT-7474        TCGA-HT-7475 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7476        TCGA-HT-7478        TCGA-HT-7479        TCGA-HT-7480 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7481        TCGA-HT-7482        TCGA-HT-7483        TCGA-HT-7485 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7601        TCGA-HT-7602        TCGA-HT-7603        TCGA-HT-7604 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7605        TCGA-HT-7606        TCGA-HT-7607        TCGA-HT-7608 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7609        TCGA-HT-7610        TCGA-HT-7616        TCGA-HT-7620 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7677        TCGA-HT-7680        TCGA-HT-7684        TCGA-HT-7686 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7688        TCGA-HT-7689        TCGA-HT-7690        TCGA-HT-7691 
  "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7692        TCGA-HT-7693        TCGA-HT-7694        TCGA-HT-7695 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7855        TCGA-HT-7856        TCGA-HT-7857        TCGA-HT-7858 
  "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7860        TCGA-HT-7874        TCGA-HT-7875        TCGA-HT-7877 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-7879        TCGA-HT-7880        TCGA-HT-7881        TCGA-HT-7882 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8010        TCGA-HT-8011        TCGA-HT-8012        TCGA-HT-8018 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8019        TCGA-HT-8104        TCGA-HT-8105        TCGA-HT-8107 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8108        TCGA-HT-8109        TCGA-HT-8110        TCGA-HT-8111 
"SMARCA4 WILD-TYPE"   "SMARCA4 MUTATED" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HT-8113        TCGA-HT-8114        TCGA-HW-7486        TCGA-HW-7487 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HW-7489        TCGA-HW-7490        TCGA-HW-7491        TCGA-HW-7493 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
       TCGA-HW-7495        TCGA-IK-7675        TCGA-IK-8125 
"SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" "SMARCA4 WILD-TYPE" 
[1] "hr=" "6.1"
D35V2, continuous
D35V3, binary
                   cls
clus                  0   1
  SMARCA4 MUTATED     6   6
  SMARCA4 WILD-TYPE  80 112
[1] "tbl2"
                   cls
clus                [,1] [,2]
  SMARCA4 MUTATED      6    6
  SMARCA4 WILD-TYPE   80  112
        clus
vv       SMARCA4 MUTATED SMARCA4 WILD-TYPE
  FEMALE               6                80
  MALE                 6               112
D35V4, continuous
                   vv
clus                ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  SMARCA4 MUTATED             5                1                 6
  SMARCA4 WILD-TYPE          56               52                83
D35V5, multiclass
                   clus
vv                  SMARCA4 MUTATED SMARCA4 WILD-TYPE
  ASTROCYTOMA                     5                56
  OLIGOASTROCYTOMA                1                52
  OLIGODENDROGLIOMA               6                83
D35V6, binary
                   cls
clus                  0   1
  SMARCA4 MUTATED     5   7
  SMARCA4 WILD-TYPE  88 103
[1] "tbl2"
                   cls
clus                [,1] [,2]
  SMARCA4 MUTATED      5    7
  SMARCA4 WILD-TYPE   88  103
           clus
vv          SMARCA4 MUTATED SMARCA4 WILD-TYPE
  GRADE II                5                88
  GRADE III               7               103
D35V7, binary
                   cls
clus                 0  1
  SMARCA4 MUTATED    8  4
  SMARCA4 WILD-TYPE 95 97
[1] "tbl2"
                   cls
clus                [,1] [,2]
  SMARCA4 MUTATED      8    4
  SMARCA4 WILD-TYPE   95   97
     clus
vv    SMARCA4 MUTATED SMARCA4 WILD-TYPE
  NO                8                95
  YES               4                97

Clustering(36) Variable = MYH4 MUTATION ANALYSIS
D36V1, survival
                sevent
clus2              0   1
  MYH4 MUTATED     4   1
  MYH4 WILD-TYPE 150  48
  MYH4 MUTATED MYH4 WILD-TYPE 
             5            198 
  MYH4 MUTATED MYH4 WILD-TYPE 
             1             48 
$`MYH4 MUTATED`
TCGA-DU-6392 TCGA-DU-6401 TCGA-DU-6410 TCGA-DU-7015 TCGA-HT-7471 
      211.17        87.45         7.96        90.77         0.13 

$`MYH4 WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 
      182.33        18.94        17.46        15.12        40.08        22.42 
TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6402 
       49.02        75.16        46.06        65.72         1.22         7.00 
TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 TCGA-DU-6408 
       11.64       133.74        19.89        16.80        94.52       114.05 
TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 TCGA-DU-7009 TCGA-DU-7010 
        7.69        11.47        62.96       156.23       138.25        14.99 
TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 
      105.21         8.84       117.40        30.67        26.30        10.36 
TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 
        7.96        94.29        18.90        43.99        62.01        25.91 
TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7306 TCGA-DU-7309 TCGA-DU-8158 TCGA-DU-8162 
       60.30        23.31        41.98         2.76         5.10         3.98 
TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 TCGA-DU-8167 TCGA-DU-8168 
        6.48         6.61         6.05         2.20         3.19         3.52 
TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 TCGA-E1-5307 TCGA-E1-5311 
       50.14        67.43        41.13        79.96        57.93       134.27 
TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 TCGA-FG-5962 TCGA-FG-5963 
       78.18        95.57       130.78         5.26        25.87        13.38 
TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 TCGA-FG-6690 TCGA-FG-6691 
       12.39        32.19         7.23         6.21         4.67         3.35 
TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 TCGA-FG-7638 TCGA-FG-7641 
        4.14        15.35         4.08        26.37         7.66         9.30 
TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 TCGA-FG-8186 TCGA-FG-8187 
        0.89         3.45         3.29         2.27         3.98         7.07 
TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 TCGA-HT-7468 TCGA-HT-7469 
        3.16         6.54         0.13         0.10         4.80         7.82 
TCGA-HT-7470 TCGA-HT-7472 TCGA-HT-7473 TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 
        8.81         0.03        16.54         3.75        14.66         6.54 
TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 
        6.38         0.43        73.35        59.18        54.05       154.09 
TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 
        3.98         3.09        29.82        23.18       107.93         4.57 
TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 
       17.29         3.16        22.06        45.99        56.09         0.23 
TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7688 
       14.27        16.24         0.76         6.05        42.74        31.69 
TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 TCGA-HT-7693 TCGA-HT-7694 
        4.08         0.10         0.10         2.96        17.52         6.90 
TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 TCGA-HT-7858 TCGA-HT-7860 
       14.53         3.88        39.09         0.23        50.63         0.49 
TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 TCGA-HT-7880 TCGA-HT-7881 
       37.15         0.33         0.13         3.22         5.33         2.93 
TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 TCGA-HT-8018 TCGA-HT-8019 
        1.68         1.64        15.42         9.40        21.50        33.01 
TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 TCGA-HT-8109 TCGA-HT-8110 
       12.23         5.92         0.46         2.50         3.95         4.67 
TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 TCGA-HW-7487 TCGA-HW-7489 
        0.23        29.59         3.88        19.99        13.45         4.64 
TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 TCGA-IK-7675 TCGA-IK-8125 
        5.42        28.08         9.37         0.43        18.97        29.88 

  MYH4 MUTATED MYH4 WILD-TYPE 
          0.13           0.03 
  MYH4 MUTATED MYH4 WILD-TYPE 
        211.17         182.33 
  MYH4 MUTATED MYH4 WILD-TYPE 
        87.450         13.415 
[1] "0.1 - 211.2 (87.5)" "0.0 - 182.3 (13.4)"
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" "MYH4 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" "MYH4 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" "MYH4 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "MYH4 MUTATED" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" "MYH4 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" "MYH4 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" "MYH4 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "MYH4 MUTATED" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" "MYH4 WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" "MYH4 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" "MYH4 WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
  "MYH4 MUTATED" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE"   "MYH4 MUTATED" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
[1] "hr=" "3.6"
D36V2, continuous
D36V3, binary
                cls
clus               0   1
  MYH4 MUTATED     4   1
  MYH4 WILD-TYPE  82 117
[1] "tbl2"
                cls
clus             [,1] [,2]
  MYH4 MUTATED      4    1
  MYH4 WILD-TYPE   82  117
        clus
vv       MYH4 MUTATED MYH4 WILD-TYPE
  FEMALE            4             82
  MALE              1            117
D36V4, continuous
[1] "Remove cluster labels:" "MYH4 MUTATED"          
clus
  MYH4 MUTATED MYH4 WILD-TYPE 
             2             91 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5395 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186     TCGA-CS-6188 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666     TCGA-CS-6667 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-CS-6668     TCGA-CS-6669     TCGA-DB-5274     TCGA-DH-5140 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5851 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5852     TCGA-DU-5853     TCGA-DU-5854     TCGA-DU-5855 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-5870     TCGA-DU-5871     TCGA-DU-5874     TCGA-DU-6396 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6407 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-6408     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7294     TCGA-DU-7298 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7299     TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-7304     TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-8162     TCGA-DU-8163     TCGA-DU-8165     TCGA-DU-8167 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303     TCGA-E1-5304 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311     TCGA-E1-5318 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-E1-5319     TCGA-E1-5322     TCGA-FG-5963     TCGA-FG-5965 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-7636     TCGA-FG-7638     TCGA-FG-8181     TCGA-FG-8185 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-FG-8186     TCGA-FG-8187     TCGA-FG-8188     TCGA-HT-7468 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7470     TCGA-HT-7475     TCGA-HT-7485     TCGA-HT-7607 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7689     TCGA-HT-7692     TCGA-HT-7693 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
    TCGA-HT-7694     TCGA-HT-7875     TCGA-IK-7675 
"MYH4 WILD-TYPE" "MYH4 WILD-TYPE" "MYH4 WILD-TYPE" 
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  MYH4 MUTATED             1                0                 4
  MYH4 WILD-TYPE          60               53                85
D36V5, multiclass
                   clus
vv                  MYH4 MUTATED MYH4 WILD-TYPE
  ASTROCYTOMA                  1             60
  OLIGOASTROCYTOMA             0             53
  OLIGODENDROGLIOMA            4             85
D36V6, binary
                cls
clus               0   1
  MYH4 MUTATED     2   3
  MYH4 WILD-TYPE  91 107
[1] "tbl2"
                cls
clus             [,1] [,2]
  MYH4 MUTATED      2    3
  MYH4 WILD-TYPE   91  107
           clus
vv          MYH4 MUTATED MYH4 WILD-TYPE
  GRADE II             2             91
  GRADE III            3            107
D36V7, binary
                cls
clus               0   1
  MYH4 MUTATED     3   2
  MYH4 WILD-TYPE 100  99
[1] "tbl2"
                cls
clus             [,1] [,2]
  MYH4 MUTATED      3    2
  MYH4 WILD-TYPE  100   99
     clus
vv    MYH4 MUTATED MYH4 WILD-TYPE
  NO             3            100
  YES            2             99

Clustering(37) Variable = TRDN MUTATION ANALYSIS
D37V1, survival
                sevent
clus2              0   1
  TRDN MUTATED     3   0
  TRDN WILD-TYPE 151  49
  TRDN MUTATED TRDN WILD-TYPE 
             3            200 
  TRDN MUTATED TRDN WILD-TYPE 
             0             49 
$`TRDN MUTATED`
TCGA-DU-6392 TCGA-DU-7306 TCGA-HT-7688 
      211.17        41.98        31.69 

$`TRDN WILD-TYPE`
TCGA-CS-4938 TCGA-CS-4941 TCGA-CS-4942 TCGA-CS-4943 TCGA-CS-4944 TCGA-CS-5390 
        4.70         7.69        43.89        15.81        10.62        64.60 
TCGA-CS-5393 TCGA-CS-5394 TCGA-CS-5395 TCGA-CS-5396 TCGA-CS-5397 TCGA-CS-6186 
       28.18         0.10        20.98         9.50         6.38        17.69 
TCGA-CS-6188 TCGA-CS-6290 TCGA-CS-6665 TCGA-CS-6666 TCGA-CS-6667 TCGA-CS-6668 
       23.84        17.95        12.43         8.45         7.53         7.99 
TCGA-CS-6669 TCGA-CS-6670 TCGA-DB-5270 TCGA-DB-5273 TCGA-DB-5274 TCGA-DB-5275 
        7.36         6.58        97.87        58.72        56.75        47.93 
TCGA-DB-5276 TCGA-DB-5277 TCGA-DB-5278 TCGA-DB-5279 TCGA-DB-5280 TCGA-DB-5281 
       52.41        46.65        50.17        44.52        13.28        53.06 
TCGA-DH-5140 TCGA-DH-5141 TCGA-DH-5142 TCGA-DH-5143 TCGA-DH-5144 TCGA-DU-5847 
       19.96        31.82        30.28        14.40         8.02        17.98 
TCGA-DU-5849 TCGA-DU-5851 TCGA-DU-5852 TCGA-DU-5853 TCGA-DU-5854 TCGA-DU-5855 
       14.53        17.42         6.74        13.38         8.45         6.81 
TCGA-DU-5870 TCGA-DU-5871 TCGA-DU-5872 TCGA-DU-5874 TCGA-DU-6393 TCGA-DU-6394 
      182.33        18.94        17.46        15.12        40.08        22.42 
TCGA-DU-6395 TCGA-DU-6396 TCGA-DU-6397 TCGA-DU-6399 TCGA-DU-6400 TCGA-DU-6401 
       49.02        75.16        46.06        65.72         1.22        87.45 
TCGA-DU-6402 TCGA-DU-6403 TCGA-DU-6404 TCGA-DU-6405 TCGA-DU-6406 TCGA-DU-6407 
        7.00        11.64       133.74        19.89        16.80        94.52 
TCGA-DU-6408 TCGA-DU-6410 TCGA-DU-6542 TCGA-DU-7006 TCGA-DU-7007 TCGA-DU-7008 
      114.05         7.96         7.69        11.47        62.96       156.23 
TCGA-DU-7009 TCGA-DU-7010 TCGA-DU-7011 TCGA-DU-7013 TCGA-DU-7014 TCGA-DU-7015 
      138.25        14.99       105.21         8.84       117.40        90.77 
TCGA-DU-7018 TCGA-DU-7019 TCGA-DU-7290 TCGA-DU-7292 TCGA-DU-7294 TCGA-DU-7298 
       30.67        26.30        10.36         7.96        94.29        18.90 
TCGA-DU-7299 TCGA-DU-7300 TCGA-DU-7301 TCGA-DU-7302 TCGA-DU-7304 TCGA-DU-7309 
       43.99        62.01        25.91        60.30        23.31         2.76 
TCGA-DU-8158 TCGA-DU-8162 TCGA-DU-8163 TCGA-DU-8164 TCGA-DU-8165 TCGA-DU-8166 
        5.10         3.98         6.48         6.61         6.05         2.20 
TCGA-DU-8167 TCGA-DU-8168 TCGA-E1-5302 TCGA-E1-5303 TCGA-E1-5304 TCGA-E1-5305 
        3.19         3.52        50.14        67.43        41.13        79.96 
TCGA-E1-5307 TCGA-E1-5311 TCGA-E1-5318 TCGA-E1-5319 TCGA-E1-5322 TCGA-EZ-7264 
       57.93       134.27        78.18        95.57       130.78         5.26 
TCGA-FG-5962 TCGA-FG-5963 TCGA-FG-5964 TCGA-FG-5965 TCGA-FG-6688 TCGA-FG-6689 
       25.87        13.38        12.39        32.19         7.23         6.21 
TCGA-FG-6690 TCGA-FG-6691 TCGA-FG-6692 TCGA-FG-7634 TCGA-FG-7636 TCGA-FG-7637 
        4.67         3.35         4.14        15.35         4.08        26.37 
TCGA-FG-7638 TCGA-FG-7641 TCGA-FG-7643 TCGA-FG-8181 TCGA-FG-8182 TCGA-FG-8185 
        7.66         9.30         0.89         3.45         3.29         2.27 
TCGA-FG-8186 TCGA-FG-8187 TCGA-FG-8188 TCGA-FG-8191 TCGA-FN-7833 TCGA-HT-7467 
        3.98         7.07         3.16         6.54         0.13         0.10 
TCGA-HT-7468 TCGA-HT-7469 TCGA-HT-7470 TCGA-HT-7471 TCGA-HT-7472 TCGA-HT-7473 
        4.80         7.82         8.81         0.13         0.03        16.54 
TCGA-HT-7474 TCGA-HT-7475 TCGA-HT-7476 TCGA-HT-7478 TCGA-HT-7479 TCGA-HT-7480 
        3.75        14.66         6.54         6.38         0.43        73.35 
TCGA-HT-7481 TCGA-HT-7482 TCGA-HT-7483 TCGA-HT-7485 TCGA-HT-7601 TCGA-HT-7602 
       59.18        54.05       154.09         3.98         3.09        29.82 
TCGA-HT-7603 TCGA-HT-7604 TCGA-HT-7605 TCGA-HT-7606 TCGA-HT-7607 TCGA-HT-7608 
       23.18       107.93         4.57        17.29         3.16        22.06 
TCGA-HT-7609 TCGA-HT-7610 TCGA-HT-7616 TCGA-HT-7620 TCGA-HT-7677 TCGA-HT-7680 
       45.99        56.09         0.23        14.27        16.24         0.76 
TCGA-HT-7684 TCGA-HT-7686 TCGA-HT-7689 TCGA-HT-7690 TCGA-HT-7691 TCGA-HT-7692 
        6.05        42.74         4.08         0.10         0.10         2.96 
TCGA-HT-7693 TCGA-HT-7694 TCGA-HT-7695 TCGA-HT-7855 TCGA-HT-7856 TCGA-HT-7857 
       17.52         6.90        14.53         3.88        39.09         0.23 
TCGA-HT-7858 TCGA-HT-7860 TCGA-HT-7874 TCGA-HT-7875 TCGA-HT-7877 TCGA-HT-7879 
       50.63         0.49        37.15         0.33         0.13         3.22 
TCGA-HT-7880 TCGA-HT-7881 TCGA-HT-7882 TCGA-HT-8010 TCGA-HT-8011 TCGA-HT-8012 
        5.33         2.93         1.68         1.64        15.42         9.40 
TCGA-HT-8018 TCGA-HT-8019 TCGA-HT-8104 TCGA-HT-8105 TCGA-HT-8107 TCGA-HT-8108 
       21.50        33.01        12.23         5.92         0.46         2.50 
TCGA-HT-8109 TCGA-HT-8110 TCGA-HT-8111 TCGA-HT-8113 TCGA-HT-8114 TCGA-HW-7486 
        3.95         4.67         0.23        29.59         3.88        19.99 
TCGA-HW-7487 TCGA-HW-7489 TCGA-HW-7490 TCGA-HW-7491 TCGA-HW-7493 TCGA-HW-7495 
       13.45         4.64         5.42        28.08         9.37         0.43 
TCGA-IK-7675 TCGA-IK-8125 
       18.97        29.88 

  TRDN MUTATED TRDN WILD-TYPE 
         31.69           0.03 
  TRDN MUTATED TRDN WILD-TYPE 
        211.17         182.33 
  TRDN MUTATED TRDN WILD-TYPE 
         41.98          13.38 
[1] "31.7 - 211.2 (42.0)" "0.0 - 182.3 (13.4)" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"TRDN WILD-TYPE" "TRDN WILD-TYPE"   "TRDN MUTATED" "TRDN WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "TRDN MUTATED" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "TRDN MUTATED" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"TRDN WILD-TYPE" "TRDN WILD-TYPE"   "TRDN MUTATED" "TRDN WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "TRDN MUTATED" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "TRDN MUTATED" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5394 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-5395     TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-6188     TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-6667     TCGA-CS-6668     TCGA-CS-6669     TCGA-CS-6670 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DB-5270     TCGA-DB-5273     TCGA-DB-5274     TCGA-DB-5275 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DB-5276     TCGA-DB-5277     TCGA-DB-5278     TCGA-DB-5279 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DB-5280     TCGA-DB-5281     TCGA-DH-5140     TCGA-DH-5141 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5847 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5849     TCGA-DU-5851     TCGA-DU-5852     TCGA-DU-5853 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5854     TCGA-DU-5855     TCGA-DU-5870     TCGA-DU-5871 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5872     TCGA-DU-5874     TCGA-DU-6392     TCGA-DU-6393 
"TRDN WILD-TYPE" "TRDN WILD-TYPE"   "TRDN MUTATED" "TRDN WILD-TYPE" 
    TCGA-DU-6394     TCGA-DU-6395     TCGA-DU-6396     TCGA-DU-6397 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6399     TCGA-DU-6400     TCGA-DU-6401     TCGA-DU-6402 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6406 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6407     TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-6542 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7006     TCGA-DU-7007     TCGA-DU-7008     TCGA-DU-7009 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7010     TCGA-DU-7011     TCGA-DU-7013     TCGA-DU-7014 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019     TCGA-DU-7290 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7292     TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7300     TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7306     TCGA-DU-7309     TCGA-DU-8158     TCGA-DU-8162 
  "TRDN MUTATED" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-8163     TCGA-DU-8164     TCGA-DU-8165     TCGA-DU-8166 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-EZ-7264 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-5962     TCGA-FG-5963     TCGA-FG-5964     TCGA-FG-5965 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690     TCGA-FG-6691 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-6692     TCGA-FG-7634     TCGA-FG-7636     TCGA-FG-7637 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-7638     TCGA-FG-7641     TCGA-FG-7643     TCGA-FG-8181 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-8182     TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-8188     TCGA-FG-8191     TCGA-FN-7833     TCGA-HT-7467 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7469     TCGA-HT-7470     TCGA-HT-7471 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7472     TCGA-HT-7473     TCGA-HT-7474     TCGA-HT-7475 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7476     TCGA-HT-7478     TCGA-HT-7479     TCGA-HT-7480 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7481     TCGA-HT-7482     TCGA-HT-7483     TCGA-HT-7485 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7601     TCGA-HT-7602     TCGA-HT-7603     TCGA-HT-7604 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7605     TCGA-HT-7606     TCGA-HT-7607     TCGA-HT-7608 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7609     TCGA-HT-7610     TCGA-HT-7616     TCGA-HT-7620 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7677     TCGA-HT-7680     TCGA-HT-7684     TCGA-HT-7686 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7688     TCGA-HT-7689     TCGA-HT-7690     TCGA-HT-7691 
  "TRDN MUTATED" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7692     TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7695 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7855     TCGA-HT-7856     TCGA-HT-7857     TCGA-HT-7858 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7860     TCGA-HT-7874     TCGA-HT-7875     TCGA-HT-7877 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7879     TCGA-HT-7880     TCGA-HT-7881     TCGA-HT-7882 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8010     TCGA-HT-8011     TCGA-HT-8012     TCGA-HT-8018 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8019     TCGA-HT-8104     TCGA-HT-8105     TCGA-HT-8107 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8108     TCGA-HT-8109     TCGA-HT-8110     TCGA-HT-8111 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-8113     TCGA-HT-8114     TCGA-HW-7486     TCGA-HW-7487 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HW-7489     TCGA-HW-7490     TCGA-HW-7491     TCGA-HW-7493 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HW-7495     TCGA-IK-7675     TCGA-IK-8125 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
[1] "hr="     "2.7e+07"
D37V2, continuous
D37V3, binary
                cls
clus               0   1
  TRDN MUTATED     1   2
  TRDN WILD-TYPE  85 116
[1] "tbl2"
                cls
clus             [,1] [,2]
  TRDN MUTATED      1    2
  TRDN WILD-TYPE   85  116
        clus
vv       TRDN MUTATED TRDN WILD-TYPE
  FEMALE            1             85
  MALE              2            116
D37V4, continuous
[1] "Remove cluster labels:" "TRDN MUTATED"          
clus
  TRDN MUTATED TRDN WILD-TYPE 
             1             92 
    TCGA-CS-4938     TCGA-CS-4941     TCGA-CS-4942     TCGA-CS-4943 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-4944     TCGA-CS-5390     TCGA-CS-5393     TCGA-CS-5395 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-5396     TCGA-CS-5397     TCGA-CS-6186     TCGA-CS-6188 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-6290     TCGA-CS-6665     TCGA-CS-6666     TCGA-CS-6667 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-CS-6668     TCGA-CS-6669     TCGA-DB-5274     TCGA-DH-5140 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DH-5142     TCGA-DH-5143     TCGA-DH-5144     TCGA-DU-5851 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5852     TCGA-DU-5853     TCGA-DU-5854     TCGA-DU-5855 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-5870     TCGA-DU-5871     TCGA-DU-5874     TCGA-DU-6396 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6403     TCGA-DU-6404     TCGA-DU-6405     TCGA-DU-6407 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-6408     TCGA-DU-6410     TCGA-DU-7011     TCGA-DU-7013 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7014     TCGA-DU-7015     TCGA-DU-7018     TCGA-DU-7019 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7294     TCGA-DU-7298     TCGA-DU-7299     TCGA-DU-7300 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-7301     TCGA-DU-7302     TCGA-DU-7304     TCGA-DU-7309 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-8158     TCGA-DU-8162     TCGA-DU-8163     TCGA-DU-8165 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-DU-8167     TCGA-DU-8168     TCGA-E1-5302     TCGA-E1-5303 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-E1-5304     TCGA-E1-5305     TCGA-E1-5307     TCGA-E1-5311 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-E1-5318     TCGA-E1-5319     TCGA-E1-5322     TCGA-FG-5963 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-5965     TCGA-FG-6688     TCGA-FG-6689     TCGA-FG-6690 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-6691     TCGA-FG-7636     TCGA-FG-7638     TCGA-FG-8181 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-FG-8185     TCGA-FG-8186     TCGA-FG-8187     TCGA-FG-8188 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7468     TCGA-HT-7470     TCGA-HT-7475     TCGA-HT-7485 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7607     TCGA-HT-7609     TCGA-HT-7689     TCGA-HT-7692 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
    TCGA-HT-7693     TCGA-HT-7694     TCGA-HT-7875     TCGA-IK-7675 
"TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" "TRDN WILD-TYPE" 
                vv
clus             ASTROCYTOMA OLIGOASTROCYTOMA OLIGODENDROGLIOMA
  TRDN MUTATED             1                1                 1
  TRDN WILD-TYPE          60               52                88
D37V5, multiclass
                   clus
vv                  TRDN MUTATED TRDN WILD-TYPE
  ASTROCYTOMA                  1             60
  OLIGOASTROCYTOMA             1             52
  OLIGODENDROGLIOMA            1             88
D37V6, binary
                cls
clus               0   1
  TRDN MUTATED     1   2
  TRDN WILD-TYPE  92 108
[1] "tbl2"
                cls
clus             [,1] [,2]
  TRDN MUTATED      1    2
  TRDN WILD-TYPE   92  108
           clus
vv          TRDN MUTATED TRDN WILD-TYPE
  GRADE II             1             92
  GRADE III            2            108
D37V7, binary
                cls
clus               0   1
  TRDN MUTATED     3   0
  TRDN WILD-TYPE 100 101
[1] "tbl2"
                cls
clus             [,1] [,2]
  TRDN MUTATED      3    0
  TRDN WILD-TYPE  100  101
     clus
vv    TRDN MUTATED TRDN WILD-TYPE
  NO             3            100
  YES            0            101
                                    V1.D 
                         "Time to Death" 
                                      V2 
                                   "AGE" 
                                      V3 
                                "GENDER" 
                                      V4 
           "KARNOFSKY.PERFORMANCE.SCORE" 
                                      V5 
                     "HISTOLOGICAL.TYPE" 
                                      V6 
              "HISTOLOGICCLASSIFICATION" 
                                      V7 
"RADIATIONS.RADIATION.REGIMENINDICATION" 
> q(save="no")
